---
pipeline_tag: sentence-similarity
tags:
- sentence-transformers
- feature-extraction
- sentence-similarity
- mteb
- arctic
- snowflake-arctic-embed
- transformers.js
license: apache-2.0
model-index:
- name: snowflake-arctic-embed-m-v1.5
  results:
  - dataset:
      config: default
      name: MTEB ArguAna (default)
      revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
      split: test
      type: mteb/arguana
    metrics:
    - type: main_score
      value: 59.53000000000001
    - type: map_at_1
      value: 34.282000000000004
    - type: map_at_10
      value: 50.613
    - type: map_at_100
      value: 51.269
    - type: map_at_1000
      value: 51.271
    - type: map_at_20
      value: 51.158
    - type: map_at_3
      value: 45.626
    - type: map_at_5
      value: 48.638
    - type: mrr_at_1
      value: 34.92176386913229
    - type: mrr_at_10
      value: 50.856081645555406
    - type: mrr_at_100
      value: 51.510739437069034
    - type: mrr_at_1000
      value: 51.51299498830165
    - type: mrr_at_20
      value: 51.39987941081724
    - type: mrr_at_3
      value: 45.993361782835514
    - type: mrr_at_5
      value: 48.88098624940742
    - type: nauc_map_at_1000_diff1
      value: 10.628675774160785
    - type: nauc_map_at_1000_max
      value: -10.11742589992339
    - type: nauc_map_at_1000_std
      value: -18.29277379812427
    - type: nauc_map_at_100_diff1
      value: 10.63250240035489
    - type: nauc_map_at_100_max
      value: -10.112078786734363
    - type: nauc_map_at_100_std
      value: -18.288524872706834
    - type: nauc_map_at_10_diff1
      value: 10.476494913081712
    - type: nauc_map_at_10_max
      value: -9.890937746734037
    - type: nauc_map_at_10_std
      value: -18.279750514750443
    - type: nauc_map_at_1_diff1
      value: 14.549204048461151
    - type: nauc_map_at_1_max
      value: -12.230560087701225
    - type: nauc_map_at_1_std
      value: -19.469903650130362
    - type: nauc_map_at_20_diff1
      value: 10.586564571825674
    - type: nauc_map_at_20_max
      value: -10.00292720526217
    - type: nauc_map_at_20_std
      value: -18.258077347878064
    - type: nauc_map_at_3_diff1
      value: 10.378663968090372
    - type: nauc_map_at_3_max
      value: -10.458896171786185
    - type: nauc_map_at_3_std
      value: -18.38852760333766
    - type: nauc_map_at_5_diff1
      value: 10.235960275925581
    - type: nauc_map_at_5_max
      value: -10.239496080409058
    - type: nauc_map_at_5_std
      value: -18.817023479445886
    - type: nauc_mrr_at_1000_diff1
      value: 8.718212649575722
    - type: nauc_mrr_at_1000_max
      value: -10.81022794038691
    - type: nauc_mrr_at_1000_std
      value: -17.87669499555167
    - type: nauc_mrr_at_100_diff1
      value: 8.722174171165133
    - type: nauc_mrr_at_100_max
      value: -10.804840985713525
    - type: nauc_mrr_at_100_std
      value: -17.872487099359986
    - type: nauc_mrr_at_10_diff1
      value: 8.609421635870238
    - type: nauc_mrr_at_10_max
      value: -10.568644717548432
    - type: nauc_mrr_at_10_std
      value: -17.872968762635814
    - type: nauc_mrr_at_1_diff1
      value: 12.69590006263834
    - type: nauc_mrr_at_1_max
      value: -12.082056561238321
    - type: nauc_mrr_at_1_std
      value: -18.036424092186657
    - type: nauc_mrr_at_20_diff1
      value: 8.684842497970315
    - type: nauc_mrr_at_20_max
      value: -10.691578914627286
    - type: nauc_mrr_at_20_std
      value: -17.84350301434992
    - type: nauc_mrr_at_3_diff1
      value: 8.649761557556763
    - type: nauc_mrr_at_3_max
      value: -11.104694428047496
    - type: nauc_mrr_at_3_std
      value: -18.149917948370344
    - type: nauc_mrr_at_5_diff1
      value: 8.433489750038396
    - type: nauc_mrr_at_5_max
      value: -10.917772454397436
    - type: nauc_mrr_at_5_std
      value: -18.4094211134111
    - type: nauc_ndcg_at_1000_diff1
      value: 10.19041067807956
    - type: nauc_ndcg_at_1000_max
      value: -9.54328201605796
    - type: nauc_ndcg_at_1000_std
      value: -17.824620427456633
    - type: nauc_ndcg_at_100_diff1
      value: 10.289491087585963
    - type: nauc_ndcg_at_100_max
      value: -9.357214331420337
    - type: nauc_ndcg_at_100_std
      value: -17.657600653632873
    - type: nauc_ndcg_at_10_diff1
      value: 9.435530877596092
    - type: nauc_ndcg_at_10_max
      value: -8.182581635383546
    - type: nauc_ndcg_at_10_std
      value: -17.603156479980388
    - type: nauc_ndcg_at_1_diff1
      value: 14.549204048461151
    - type: nauc_ndcg_at_1_max
      value: -12.230560087701225
    - type: nauc_ndcg_at_1_std
      value: -19.469903650130362
    - type: nauc_ndcg_at_20_diff1
      value: 9.885227087275197
    - type: nauc_ndcg_at_20_max
      value: -8.52362662391439
    - type: nauc_ndcg_at_20_std
      value: -17.441705436231764
    - type: nauc_ndcg_at_3_diff1
      value: 9.22542769998547
    - type: nauc_ndcg_at_3_max
      value: -9.903590564219288
    - type: nauc_ndcg_at_3_std
      value: -18.357220221111593
    - type: nauc_ndcg_at_5_diff1
      value: 8.8756720745828
    - type: nauc_ndcg_at_5_max
      value: -9.269764943861245
    - type: nauc_ndcg_at_5_std
      value: -19.009229433187784
    - type: nauc_precision_at_1000_diff1
      value: 3.733355117431035
    - type: nauc_precision_at_1000_max
      value: 3.9603571352517393
    - type: nauc_precision_at_1000_std
      value: 70.07345061131439
    - type: nauc_precision_at_100_diff1
      value: 29.019032142462457
    - type: nauc_precision_at_100_max
      value: 40.75153328286103
    - type: nauc_precision_at_100_std
      value: 62.634249549126594
    - type: nauc_precision_at_10_diff1
      value: 2.5762677254910353
    - type: nauc_precision_at_10_max
      value: 6.096298633773051
    - type: nauc_precision_at_10_std
      value: -11.507400451348587
    - type: nauc_precision_at_1_diff1
      value: 14.549204048461151
    - type: nauc_precision_at_1_max
      value: -12.230560087701225
    - type: nauc_precision_at_1_std
      value: -19.469903650130362
    - type: nauc_precision_at_20_diff1
      value: 1.715540124567996
    - type: nauc_precision_at_20_max
      value: 21.53546453945913
    - type: nauc_precision_at_20_std
      value: 1.537961142195571
    - type: nauc_precision_at_3_diff1
      value: 5.701850652555737
    - type: nauc_precision_at_3_max
      value: -8.180345365085552
    - type: nauc_precision_at_3_std
      value: -18.37033750502482
    - type: nauc_precision_at_5_diff1
      value: 3.6053552181042843
    - type: nauc_precision_at_5_max
      value: -5.207647070615612
    - type: nauc_precision_at_5_std
      value: -19.89491085427258
    - type: nauc_recall_at_1000_diff1
      value: 3.733355117431255
    - type: nauc_recall_at_1000_max
      value: 3.9603571352482194
    - type: nauc_recall_at_1000_std
      value: 70.07345061131205
    - type: nauc_recall_at_100_diff1
      value: 29.01903214246288
    - type: nauc_recall_at_100_max
      value: 40.7515332828621
    - type: nauc_recall_at_100_std
      value: 62.63424954912607
    - type: nauc_recall_at_10_diff1
      value: 2.5762677254911988
    - type: nauc_recall_at_10_max
      value: 6.0962986337729905
    - type: nauc_recall_at_10_std
      value: -11.507400451348577
    - type: nauc_recall_at_1_diff1
      value: 14.549204048461151
    - type: nauc_recall_at_1_max
      value: -12.230560087701225
    - type: nauc_recall_at_1_std
      value: -19.469903650130362
    - type: nauc_recall_at_20_diff1
      value: 1.7155401245682675
    - type: nauc_recall_at_20_max
      value: 21.535464539459632
    - type: nauc_recall_at_20_std
      value: 1.5379611421957025
    - type: nauc_recall_at_3_diff1
      value: 5.7018506525557875
    - type: nauc_recall_at_3_max
      value: -8.180345365085538
    - type: nauc_recall_at_3_std
      value: -18.370337505024796
    - type: nauc_recall_at_5_diff1
      value: 3.6053552181043913
    - type: nauc_recall_at_5_max
      value: -5.207647070615579
    - type: nauc_recall_at_5_std
      value: -19.894910854272492
    - type: ndcg_at_1
      value: 34.282000000000004
    - type: ndcg_at_10
      value: 59.53000000000001
    - type: ndcg_at_100
      value: 62.187000000000005
    - type: ndcg_at_1000
      value: 62.243
    - type: ndcg_at_20
      value: 61.451
    - type: ndcg_at_3
      value: 49.393
    - type: ndcg_at_5
      value: 54.771
    - type: precision_at_1
      value: 34.282000000000004
    - type: precision_at_10
      value: 8.791
    - type: precision_at_100
      value: 0.992
    - type: precision_at_1000
      value: 0.1
    - type: precision_at_20
      value: 4.769
    - type: precision_at_3
      value: 20.104
    - type: precision_at_5
      value: 14.651
    - type: recall_at_1
      value: 34.282000000000004
    - type: recall_at_10
      value: 87.909
    - type: recall_at_100
      value: 99.21799999999999
    - type: recall_at_1000
      value: 99.644
    - type: recall_at_20
      value: 95.377
    - type: recall_at_3
      value: 60.313
    - type: recall_at_5
      value: 73.257
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB CQADupstackAndroidRetrieval (default)
      revision: f46a197baaae43b4f621051089b82a364682dfeb
      split: test
      type: mteb/cqadupstack-android
    metrics:
    - type: main_score
      value: 53.885000000000005
    - type: map_at_1
      value: 35.429
    - type: map_at_10
      value: 47.469
    - type: map_at_100
      value: 48.997
    - type: map_at_1000
      value: 49.117
    - type: map_at_20
      value: 48.324
    - type: map_at_3
      value: 43.835
    - type: map_at_5
      value: 46.043
    - type: mrr_at_1
      value: 43.34763948497854
    - type: mrr_at_10
      value: 53.258623430297234
    - type: mrr_at_100
      value: 53.99123884299005
    - type: mrr_at_1000
      value: 54.02458101713216
    - type: mrr_at_20
      value: 53.695964669618945
    - type: mrr_at_3
      value: 50.81068192656173
    - type: mrr_at_5
      value: 52.45588936576058
    - type: nauc_map_at_1000_diff1
      value: 51.55382824218782
    - type: nauc_map_at_1000_max
      value: 31.855350695084606
    - type: nauc_map_at_1000_std
      value: -5.465862008150992
    - type: nauc_map_at_100_diff1
      value: 51.55889312452534
    - type: nauc_map_at_100_max
      value: 31.88429637207401
    - type: nauc_map_at_100_std
      value: -5.40805152544196
    - type: nauc_map_at_10_diff1
      value: 51.6592677505875
    - type: nauc_map_at_10_max
      value: 31.554425233617543
    - type: nauc_map_at_10_std
      value: -6.125756131339046
    - type: nauc_map_at_1_diff1
      value: 55.6889617582672
    - type: nauc_map_at_1_max
      value: 27.821166966868176
    - type: nauc_map_at_1_std
      value: -5.778838498211728
    - type: nauc_map_at_20_diff1
      value: 51.70520970992564
    - type: nauc_map_at_20_max
      value: 31.811676633900465
    - type: nauc_map_at_20_std
      value: -5.463596751904718
    - type: nauc_map_at_3_diff1
      value: 53.206169626589606
    - type: nauc_map_at_3_max
      value: 31.64373830824983
    - type: nauc_map_at_3_std
      value: -6.054761451312827
    - type: nauc_map_at_5_diff1
      value: 52.37308971673694
    - type: nauc_map_at_5_max
      value: 31.974302019633644
    - type: nauc_map_at_5_std
      value: -6.302653399940531
    - type: nauc_mrr_at_1000_diff1
      value: 49.345152231490616
    - type: nauc_mrr_at_1000_max
      value: 33.49789501712511
    - type: nauc_mrr_at_1000_std
      value: -6.054730861163538
    - type: nauc_mrr_at_100_diff1
      value: 49.3387577601307
    - type: nauc_mrr_at_100_max
      value: 33.48149992464187
    - type: nauc_mrr_at_100_std
      value: -6.061177137579308
    - type: nauc_mrr_at_10_diff1
      value: 49.08312288449718
    - type: nauc_mrr_at_10_max
      value: 33.470393322577465
    - type: nauc_mrr_at_10_std
      value: -6.180286430216975
    - type: nauc_mrr_at_1_diff1
      value: 52.43364978537192
    - type: nauc_mrr_at_1_max
      value: 31.521755633355713
    - type: nauc_mrr_at_1_std
      value: -7.002499524130836
    - type: nauc_mrr_at_20_diff1
      value: 49.311059224991766
    - type: nauc_mrr_at_20_max
      value: 33.538523037692144
    - type: nauc_mrr_at_20_std
      value: -6.034619474981136
    - type: nauc_mrr_at_3_diff1
      value: 49.90489868439366
    - type: nauc_mrr_at_3_max
      value: 34.400493912164606
    - type: nauc_mrr_at_3_std
      value: -6.028875320994629
    - type: nauc_mrr_at_5_diff1
      value: 49.033661898983475
    - type: nauc_mrr_at_5_max
      value: 33.732315350193936
    - type: nauc_mrr_at_5_std
      value: -6.272548556330368
    - type: nauc_ndcg_at_1000_diff1
      value: 49.81681892539247
    - type: nauc_ndcg_at_1000_max
      value: 33.06518006062093
    - type: nauc_ndcg_at_1000_std
      value: -4.282105713014755
    - type: nauc_ndcg_at_100_diff1
      value: 49.42362108857786
    - type: nauc_ndcg_at_100_max
      value: 32.92024325540483
    - type: nauc_ndcg_at_100_std
      value: -3.7786765305496717
    - type: nauc_ndcg_at_10_diff1
      value: 48.83102435475594
    - type: nauc_ndcg_at_10_max
      value: 31.898404563611958
    - type: nauc_ndcg_at_10_std
      value: -6.2024003866707
    - type: nauc_ndcg_at_1_diff1
      value: 52.43364978537192
    - type: nauc_ndcg_at_1_max
      value: 31.521755633355713
    - type: nauc_ndcg_at_1_std
      value: -7.002499524130836
    - type: nauc_ndcg_at_20_diff1
      value: 49.466526454438316
    - type: nauc_ndcg_at_20_max
      value: 32.424462698701674
    - type: nauc_ndcg_at_20_std
      value: -4.520809563712905
    - type: nauc_ndcg_at_3_diff1
      value: 50.997884562583884
    - type: nauc_ndcg_at_3_max
      value: 33.26787046916917
    - type: nauc_ndcg_at_3_std
      value: -6.340699471083753
    - type: nauc_ndcg_at_5_diff1
      value: 49.68314458398097
    - type: nauc_ndcg_at_5_max
      value: 32.80910071143984
    - type: nauc_ndcg_at_5_std
      value: -6.734495576445887
    - type: nauc_precision_at_1000_diff1
      value: -24.18940012795299
    - type: nauc_precision_at_1000_max
      value: -10.995343674356896
    - type: nauc_precision_at_1000_std
      value: -8.298841004724856
    - type: nauc_precision_at_100_diff1
      value: -18.104939577865935
    - type: nauc_precision_at_100_max
      value: -1.3757613100627637
    - type: nauc_precision_at_100_std
      value: 0.07661922190466432
    - type: nauc_precision_at_10_diff1
      value: 3.9624459059275967
    - type: nauc_precision_at_10_max
      value: 14.841561593450391
    - type: nauc_precision_at_10_std
      value: -2.485374333613117
    - type: nauc_precision_at_1_diff1
      value: 52.43364978537192
    - type: nauc_precision_at_1_max
      value: 31.521755633355713
    - type: nauc_precision_at_1_std
      value: -7.002499524130836
    - type: nauc_precision_at_20_diff1
      value: -4.4791763436505265
    - type: nauc_precision_at_20_max
      value: 9.157872836996276
    - type: nauc_precision_at_20_std
      value: 2.086903518342088
    - type: nauc_precision_at_3_diff1
      value: 28.480888018235568
    - type: nauc_precision_at_3_max
      value: 30.34526267718485
    - type: nauc_precision_at_3_std
      value: -6.3006706923866025
    - type: nauc_precision_at_5_diff1
      value: 16.488039195453517
    - type: nauc_precision_at_5_max
      value: 24.593477099241852
    - type: nauc_precision_at_5_std
      value: -5.316448107840636
    - type: nauc_recall_at_1000_diff1
      value: 34.715187316533076
    - type: nauc_recall_at_1000_max
      value: 58.2266544684947
    - type: nauc_recall_at_1000_std
      value: 63.85237636398278
    - type: nauc_recall_at_100_diff1
      value: 36.08623826028132
    - type: nauc_recall_at_100_max
      value: 33.05011429439473
    - type: nauc_recall_at_100_std
      value: 16.559545021212564
    - type: nauc_recall_at_10_diff1
      value: 39.76738610714205
    - type: nauc_recall_at_10_max
      value: 28.233045706945997
    - type: nauc_recall_at_10_std
      value: -5.13243784043598
    - type: nauc_recall_at_1_diff1
      value: 55.6889617582672
    - type: nauc_recall_at_1_max
      value: 27.821166966868176
    - type: nauc_recall_at_1_std
      value: -5.778838498211728
    - type: nauc_recall_at_20_diff1
      value: 41.18682480073759
    - type: nauc_recall_at_20_max
      value: 29.525993239296945
    - type: nauc_recall_at_20_std
      value: 1.5003598438954298
    - type: nauc_recall_at_3_diff1
      value: 48.31879460301157
    - type: nauc_recall_at_3_max
      value: 32.93751306970167
    - type: nauc_recall_at_3_std
      value: -5.28070084211707
    - type: nauc_recall_at_5_diff1
      value: 44.327686388315435
    - type: nauc_recall_at_5_max
      value: 32.04823486234599
    - type: nauc_recall_at_5_std
      value: -6.4221525602778256
    - type: ndcg_at_1
      value: 43.348
    - type: ndcg_at_10
      value: 53.885000000000005
    - type: ndcg_at_100
      value: 59.204
    - type: ndcg_at_1000
      value: 60.744
    - type: ndcg_at_20
      value: 55.995
    - type: ndcg_at_3
      value: 49.112
    - type: ndcg_at_5
      value: 51.61900000000001
    - type: precision_at_1
      value: 43.348
    - type: precision_at_10
      value: 10.242999999999999
    - type: precision_at_100
      value: 1.6150000000000002
    - type: precision_at_1000
      value: 0.203
    - type: precision_at_20
      value: 6.066
    - type: precision_at_3
      value: 23.605
    - type: precision_at_5
      value: 17.024
    - type: recall_at_1
      value: 35.429
    - type: recall_at_10
      value: 65.77199999999999
    - type: recall_at_100
      value: 87.89
    - type: recall_at_1000
      value: 97.13000000000001
    - type: recall_at_20
      value: 73.299
    - type: recall_at_3
      value: 52.034000000000006
    - type: recall_at_5
      value: 58.96
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB CQADupstackEnglishRetrieval (default)
      revision: ad9991cb51e31e31e430383c75ffb2885547b5f0
      split: test
      type: mteb/cqadupstack-english
    metrics:
    - type: main_score
      value: 49.55
    - type: map_at_1
      value: 31.684
    - type: map_at_10
      value: 43.258
    - type: map_at_100
      value: 44.628
    - type: map_at_1000
      value: 44.761
    - type: map_at_20
      value: 44.015
    - type: map_at_3
      value: 39.778000000000006
    - type: map_at_5
      value: 41.643
    - type: mrr_at_1
      value: 39.87261146496815
    - type: mrr_at_10
      value: 49.31978566373469
    - type: mrr_at_100
      value: 49.94922739445482
    - type: mrr_at_1000
      value: 49.990325601254106
    - type: mrr_at_20
      value: 49.70597468576704
    - type: mrr_at_3
      value: 47.070063694267546
    - type: mrr_at_5
      value: 48.23248407643316
    - type: nauc_map_at_1000_diff1
      value: 53.44044712371752
    - type: nauc_map_at_1000_max
      value: 34.5651440062204
    - type: nauc_map_at_1000_std
      value: -0.9814384609230475
    - type: nauc_map_at_100_diff1
      value: 53.429004435388464
    - type: nauc_map_at_100_max
      value: 34.52038957273436
    - type: nauc_map_at_100_std
      value: -1.1021936362699805
    - type: nauc_map_at_10_diff1
      value: 53.879128574022005
    - type: nauc_map_at_10_max
      value: 33.74771524140917
    - type: nauc_map_at_10_std
      value: -2.945132777205236
    - type: nauc_map_at_1_diff1
      value: 60.25159799695403
    - type: nauc_map_at_1_max
      value: 26.843892985235808
    - type: nauc_map_at_1_std
      value: -9.618702739509093
    - type: nauc_map_at_20_diff1
      value: 53.56789898225283
    - type: nauc_map_at_20_max
      value: 34.11628845872402
    - type: nauc_map_at_20_std
      value: -2.024376635870884
    - type: nauc_map_at_3_diff1
      value: 54.45882099014072
    - type: nauc_map_at_3_max
      value: 31.29495446507793
    - type: nauc_map_at_3_std
      value: -6.391948228781555
    - type: nauc_map_at_5_diff1
      value: 54.20536489050697
    - type: nauc_map_at_5_max
      value: 32.31001487256826
    - type: nauc_map_at_5_std
      value: -5.050953263346934
    - type: nauc_mrr_at_1000_diff1
      value: 50.835858995999125
    - type: nauc_mrr_at_1000_max
      value: 38.20717381701079
    - type: nauc_mrr_at_1000_std
      value: 4.174163368228787
    - type: nauc_mrr_at_100_diff1
      value: 50.827072441041224
    - type: nauc_mrr_at_100_max
      value: 38.21077622034756
    - type: nauc_mrr_at_100_std
      value: 4.1951082737013365
    - type: nauc_mrr_at_10_diff1
      value: 50.90578491570948
    - type: nauc_mrr_at_10_max
      value: 38.19229691746408
    - type: nauc_mrr_at_10_std
      value: 3.8290750066335546
    - type: nauc_mrr_at_1_diff1
      value: 54.807021746871186
    - type: nauc_mrr_at_1_max
      value: 37.09225642043841
    - type: nauc_mrr_at_1_std
      value: 0.5654547513131355
    - type: nauc_mrr_at_20_diff1
      value: 50.86247832095378
    - type: nauc_mrr_at_20_max
      value: 38.19277867384178
    - type: nauc_mrr_at_20_std
      value: 4.098932316791841
    - type: nauc_mrr_at_3_diff1
      value: 50.788934370903036
    - type: nauc_mrr_at_3_max
      value: 37.72130561895659
    - type: nauc_mrr_at_3_std
      value: 2.7339370381517583
    - type: nauc_mrr_at_5_diff1
      value: 50.72543792525547
    - type: nauc_mrr_at_5_max
      value: 37.57740908475375
    - type: nauc_mrr_at_5_std
      value: 2.742881431085094
    - type: nauc_ndcg_at_1000_diff1
      value: 50.89692885407576
    - type: nauc_ndcg_at_1000_max
      value: 37.250583054716955
    - type: nauc_ndcg_at_1000_std
      value: 5.552279826578831
    - type: nauc_ndcg_at_100_diff1
      value: 50.624606875496944
    - type: nauc_ndcg_at_100_max
      value: 37.1024514234627
    - type: nauc_ndcg_at_100_std
      value: 5.495892760032762
    - type: nauc_ndcg_at_10_diff1
      value: 51.910387255793445
    - type: nauc_ndcg_at_10_max
      value: 36.71168418905039
    - type: nauc_ndcg_at_10_std
      value: 2.3064115117905217
    - type: nauc_ndcg_at_1_diff1
      value: 54.807021746871186
    - type: nauc_ndcg_at_1_max
      value: 37.09225642043841
    - type: nauc_ndcg_at_1_std
      value: 0.5654547513131355
    - type: nauc_ndcg_at_20_diff1
      value: 51.43416588546778
    - type: nauc_ndcg_at_20_max
      value: 36.76387180172346
    - type: nauc_ndcg_at_20_std
      value: 3.7012798827049718
    - type: nauc_ndcg_at_3_diff1
      value: 50.91198494475423
    - type: nauc_ndcg_at_3_max
      value: 34.92770670756687
    - type: nauc_ndcg_at_3_std
      value: -0.9071486759887368
    - type: nauc_ndcg_at_5_diff1
      value: 51.63559468683886
    - type: nauc_ndcg_at_5_max
      value: 34.86849679864564
    - type: nauc_ndcg_at_5_std
      value: -0.734837221224976
    - type: nauc_precision_at_1000_diff1
      value: -13.43645457127175
    - type: nauc_precision_at_1000_max
      value: 12.71162105198664
    - type: nauc_precision_at_1000_std
      value: 33.175399007040255
    - type: nauc_precision_at_100_diff1
      value: -8.549834785105412
    - type: nauc_precision_at_100_max
      value: 22.47383497331883
    - type: nauc_precision_at_100_std
      value: 39.09108761430844
    - type: nauc_precision_at_10_diff1
      value: 7.556572451100043
    - type: nauc_precision_at_10_max
      value: 35.35285122987575
    - type: nauc_precision_at_10_std
      value: 29.417466305615967
    - type: nauc_precision_at_1_diff1
      value: 54.807021746871186
    - type: nauc_precision_at_1_max
      value: 37.09225642043841
    - type: nauc_precision_at_1_std
      value: 0.5654547513131355
    - type: nauc_precision_at_20_diff1
      value: -0.550158641635712
    - type: nauc_precision_at_20_max
      value: 29.9068430006187
    - type: nauc_precision_at_20_std
      value: 33.920603132821185
    - type: nauc_precision_at_3_diff1
      value: 25.551264664276687
    - type: nauc_precision_at_3_max
      value: 37.59463225854679
    - type: nauc_precision_at_3_std
      value: 13.707295021359043
    - type: nauc_precision_at_5_diff1
      value: 17.76136129817151
    - type: nauc_precision_at_5_max
      value: 35.85363807255972
    - type: nauc_precision_at_5_std
      value: 19.48470876841111
    - type: nauc_recall_at_1000_diff1
      value: 37.1593620123866
    - type: nauc_recall_at_1000_max
      value: 46.29322536951135
    - type: nauc_recall_at_1000_std
      value: 51.47312657083967
    - type: nauc_recall_at_100_diff1
      value: 37.7542224949536
    - type: nauc_recall_at_100_max
      value: 38.84120637703135
    - type: nauc_recall_at_100_std
      value: 28.839672572221925
    - type: nauc_recall_at_10_diff1
      value: 46.24130302658384
    - type: nauc_recall_at_10_max
      value: 35.89001724712849
    - type: nauc_recall_at_10_std
      value: 6.985137790828618
    - type: nauc_recall_at_1_diff1
      value: 60.25159799695403
    - type: nauc_recall_at_1_max
      value: 26.843892985235808
    - type: nauc_recall_at_1_std
      value: -9.618702739509093
    - type: nauc_recall_at_20_diff1
      value: 43.63576680886187
    - type: nauc_recall_at_20_max
      value: 36.79079644708101
    - type: nauc_recall_at_20_std
      value: 13.81561928605839
    - type: nauc_recall_at_3_diff1
      value: 48.2299322140522
    - type: nauc_recall_at_3_max
      value: 30.038088484376203
    - type: nauc_recall_at_3_std
      value: -4.871116183843762
    - type: nauc_recall_at_5_diff1
      value: 47.22331872695983
    - type: nauc_recall_at_5_max
      value: 30.398541477173136
    - type: nauc_recall_at_5_std
      value: -3.2038541888528957
    - type: ndcg_at_1
      value: 39.873
    - type: ndcg_at_10
      value: 49.55
    - type: ndcg_at_100
      value: 53.809
    - type: ndcg_at_1000
      value: 55.767999999999994
    - type: ndcg_at_20
      value: 51.275999999999996
    - type: ndcg_at_3
      value: 44.91
    - type: ndcg_at_5
      value: 46.855999999999995
    - type: precision_at_1
      value: 39.873
    - type: precision_at_10
      value: 9.65
    - type: precision_at_100
      value: 1.522
    - type: precision_at_1000
      value: 0.196
    - type: precision_at_20
      value: 5.701
    - type: precision_at_3
      value: 22.166
    - type: precision_at_5
      value: 15.643
    - type: recall_at_1
      value: 31.684
    - type: recall_at_10
      value: 60.69
    - type: recall_at_100
      value: 78.521
    - type: recall_at_1000
      value: 91.02900000000001
    - type: recall_at_20
      value: 66.973
    - type: recall_at_3
      value: 46.807
    - type: recall_at_5
      value: 52.402
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB CQADupstackGamingRetrieval (default)
      revision: 4885aa143210c98657558c04aaf3dc47cfb54340
      split: test
      type: mteb/cqadupstack-gaming
    metrics:
    - type: main_score
      value: 62.686
    - type: map_at_1
      value: 43.856
    - type: map_at_10
      value: 57.056
    - type: map_at_100
      value: 58.048
    - type: map_at_1000
      value: 58.092
    - type: map_at_20
      value: 57.684000000000005
    - type: map_at_3
      value: 53.958
    - type: map_at_5
      value: 55.80500000000001
    - type: mrr_at_1
      value: 50.03134796238244
    - type: mrr_at_10
      value: 60.31022043091019
    - type: mrr_at_100
      value: 60.91892338857461
    - type: mrr_at_1000
      value: 60.93770463536649
    - type: mrr_at_20
      value: 60.705642387392736
    - type: mrr_at_3
      value: 58.286311389759746
    - type: mrr_at_5
      value: 59.49320794148393
    - type: nauc_map_at_1000_diff1
      value: 54.849140197256695
    - type: nauc_map_at_1000_max
      value: 38.978448968260224
    - type: nauc_map_at_1000_std
      value: 0.4955439383268162
    - type: nauc_map_at_100_diff1
      value: 54.824334747823364
    - type: nauc_map_at_100_max
      value: 38.959443109450994
    - type: nauc_map_at_100_std
      value: 0.49626092018886037
    - type: nauc_map_at_10_diff1
      value: 54.778189277103394
    - type: nauc_map_at_10_max
      value: 38.20972191654546
    - type: nauc_map_at_10_std
      value: -0.7239823837455759
    - type: nauc_map_at_1_diff1
      value: 58.74017164752485
    - type: nauc_map_at_1_max
      value: 31.528974862589585
    - type: nauc_map_at_1_std
      value: -3.273824691929492
    - type: nauc_map_at_20_diff1
      value: 54.78943693416187
    - type: nauc_map_at_20_max
      value: 38.77930316443076
    - type: nauc_map_at_20_std
      value: 0.25607460088355544
    - type: nauc_map_at_3_diff1
      value: 55.68313410225767
    - type: nauc_map_at_3_max
      value: 36.22847284104399
    - type: nauc_map_at_3_std
      value: -3.010979639100503
    - type: nauc_map_at_5_diff1
      value: 55.11385094420661
    - type: nauc_map_at_5_max
      value: 37.319681045490924
    - type: nauc_map_at_5_std
      value: -2.156640733221061
    - type: nauc_mrr_at_1000_diff1
      value: 54.504759468380705
    - type: nauc_mrr_at_1000_max
      value: 40.58849492650406
    - type: nauc_mrr_at_1000_std
      value: 1.8226622175866118
    - type: nauc_mrr_at_100_diff1
      value: 54.4918034449886
    - type: nauc_mrr_at_100_max
      value: 40.59202728933427
    - type: nauc_mrr_at_100_std
      value: 1.8276428096536335
    - type: nauc_mrr_at_10_diff1
      value: 54.33603399493329
    - type: nauc_mrr_at_10_max
      value: 40.58896878978089
    - type: nauc_mrr_at_10_std
      value: 1.5733340909114375
    - type: nauc_mrr_at_1_diff1
      value: 58.062410036466105
    - type: nauc_mrr_at_1_max
      value: 37.660958859966506
    - type: nauc_mrr_at_1_std
      value: 0.029007600674170648
    - type: nauc_mrr_at_20_diff1
      value: 54.43793386924358
    - type: nauc_mrr_at_20_max
      value: 40.66773423875307
    - type: nauc_mrr_at_20_std
      value: 1.891967891797154
    - type: nauc_mrr_at_3_diff1
      value: 54.77901284537966
    - type: nauc_mrr_at_3_max
      value: 40.182219821206964
    - type: nauc_mrr_at_3_std
      value: 0.8911935034597871
    - type: nauc_mrr_at_5_diff1
      value: 54.466068837163675
    - type: nauc_mrr_at_5_max
      value: 40.334996916684126
    - type: nauc_mrr_at_5_std
      value: 0.9460830492892364
    - type: nauc_ndcg_at_1000_diff1
      value: 53.8465376860938
    - type: nauc_ndcg_at_1000_max
      value: 41.63158111016696
    - type: nauc_ndcg_at_1000_std
      value: 3.864205884257578
    - type: nauc_ndcg_at_100_diff1
      value: 53.4025864436944
    - type: nauc_ndcg_at_100_max
      value: 41.805453995307914
    - type: nauc_ndcg_at_100_std
      value: 4.36777557904857
    - type: nauc_ndcg_at_10_diff1
      value: 52.96034987157544
    - type: nauc_ndcg_at_10_max
      value: 40.7601173480795
    - type: nauc_ndcg_at_10_std
      value: 1.905824035879141
    - type: nauc_ndcg_at_1_diff1
      value: 58.062410036466105
    - type: nauc_ndcg_at_1_max
      value: 37.660958859966506
    - type: nauc_ndcg_at_1_std
      value: 0.029007600674170648
    - type: nauc_ndcg_at_20_diff1
      value: 53.2834771889242
    - type: nauc_ndcg_at_20_max
      value: 41.713541932946406
    - type: nauc_ndcg_at_20_std
      value: 3.865102828793311
    - type: nauc_ndcg_at_3_diff1
      value: 54.03389464372289
    - type: nauc_ndcg_at_3_max
      value: 38.41449914649933
    - type: nauc_ndcg_at_3_std
      value: -0.886276189886313
    - type: nauc_ndcg_at_5_diff1
      value: 53.456413320299
    - type: nauc_ndcg_at_5_max
      value: 39.49048882649335
    - type: nauc_ndcg_at_5_std
      value: -0.42692690160443814
    - type: nauc_precision_at_1000_diff1
      value: -14.770791653274824
    - type: nauc_precision_at_1000_max
      value: 21.479874538905246
    - type: nauc_precision_at_1000_std
      value: 28.607024261300207
    - type: nauc_precision_at_100_diff1
      value: -12.189696449878126
    - type: nauc_precision_at_100_max
      value: 26.69785787492456
    - type: nauc_precision_at_100_std
      value: 33.59098307467553
    - type: nauc_precision_at_10_diff1
      value: 6.922968330978399
    - type: nauc_precision_at_10_max
      value: 34.52138344123087
    - type: nauc_precision_at_10_std
      value: 21.768427637079952
    - type: nauc_precision_at_1_diff1
      value: 58.062410036466105
    - type: nauc_precision_at_1_max
      value: 37.660958859966506
    - type: nauc_precision_at_1_std
      value: 0.029007600674170648
    - type: nauc_precision_at_20_diff1
      value: -0.6837867902179278
    - type: nauc_precision_at_20_max
      value: 33.98683709011133
    - type: nauc_precision_at_20_std
      value: 30.8845561918902
    - type: nauc_precision_at_3_diff1
      value: 28.195043041120847
    - type: nauc_precision_at_3_max
      value: 37.659916094938836
    - type: nauc_precision_at_3_std
      value: 7.226520146634867
    - type: nauc_precision_at_5_diff1
      value: 16.633667288096245
    - type: nauc_precision_at_5_max
      value: 34.90176597404891
    - type: nauc_precision_at_5_std
      value: 12.421585442334088
    - type: nauc_recall_at_1000_diff1
      value: 45.20743732415397
    - type: nauc_recall_at_1000_max
      value: 72.77115913579242
    - type: nauc_recall_at_1000_std
      value: 70.48328496679083
    - type: nauc_recall_at_100_diff1
      value: 38.56282680810794
    - type: nauc_recall_at_100_max
      value: 55.46797683321103
    - type: nauc_recall_at_100_std
      value: 36.878791151929136
    - type: nauc_recall_at_10_diff1
      value: 44.18252051452362
    - type: nauc_recall_at_10_max
      value: 43.33391810040086
    - type: nauc_recall_at_10_std
      value: 6.663378192277723
    - type: nauc_recall_at_1_diff1
      value: 58.74017164752485
    - type: nauc_recall_at_1_max
      value: 31.528974862589585
    - type: nauc_recall_at_1_std
      value: -3.273824691929492
    - type: nauc_recall_at_20_diff1
      value: 44.19944231642417
    - type: nauc_recall_at_20_max
      value: 49.401101483915866
    - type: nauc_recall_at_20_std
      value: 18.97803841673839
    - type: nauc_recall_at_3_diff1
      value: 49.56378985428704
    - type: nauc_recall_at_3_max
      value: 36.434210616870224
    - type: nauc_recall_at_3_std
      value: -2.850559971607616
    - type: nauc_recall_at_5_diff1
      value: 47.37107217086109
    - type: nauc_recall_at_5_max
      value: 39.0236745509895
    - type: nauc_recall_at_5_std
      value: -1.7402454457937195
    - type: ndcg_at_1
      value: 50.031000000000006
    - type: ndcg_at_10
      value: 62.686
    - type: ndcg_at_100
      value: 66.403
    - type: ndcg_at_1000
      value: 67.241
    - type: ndcg_at_20
      value: 64.37899999999999
    - type: ndcg_at_3
      value: 57.859
    - type: ndcg_at_5
      value: 60.375
    - type: precision_at_1
      value: 50.031000000000006
    - type: precision_at_10
      value: 9.856
    - type: precision_at_100
      value: 1.266
    - type: precision_at_1000
      value: 0.13799999999999998
    - type: precision_at_20
      value: 5.489
    - type: precision_at_3
      value: 25.746999999999996
    - type: precision_at_5
      value: 17.492
    - type: recall_at_1
      value: 43.856
    - type: recall_at_10
      value: 75.824
    - type: recall_at_100
      value: 91.622
    - type: recall_at_1000
      value: 97.538
    - type: recall_at_20
      value: 81.951
    - type: recall_at_3
      value: 63.016000000000005
    - type: recall_at_5
      value: 69.18299999999999
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB CQADupstackGisRetrieval (default)
      revision: 5003b3064772da1887988e05400cf3806fe491f2
      split: test
      type: mteb/cqadupstack-gis
    metrics:
    - type: main_score
      value: 43.983
    - type: map_at_1
      value: 28.942
    - type: map_at_10
      value: 38.621
    - type: map_at_100
      value: 39.7
    - type: map_at_1000
      value: 39.766
    - type: map_at_20
      value: 39.262
    - type: map_at_3
      value: 35.719
    - type: map_at_5
      value: 37.378
    - type: mrr_at_1
      value: 31.29943502824859
    - type: mrr_at_10
      value: 40.76463994260603
    - type: mrr_at_100
      value: 41.67073617629083
    - type: mrr_at_1000
      value: 41.717446259457105
    - type: mrr_at_20
      value: 41.32577374689195
    - type: mrr_at_3
      value: 37.984934086628996
    - type: mrr_at_5
      value: 39.64595103578152
    - type: nauc_map_at_1000_diff1
      value: 43.64461679688985
    - type: nauc_map_at_1000_max
      value: 31.53717883948204
    - type: nauc_map_at_1000_std
      value: 1.193745788248017
    - type: nauc_map_at_100_diff1
      value: 43.63847825079489
    - type: nauc_map_at_100_max
      value: 31.536602619279165
    - type: nauc_map_at_100_std
      value: 1.2001240243342401
    - type: nauc_map_at_10_diff1
      value: 43.845991987142014
    - type: nauc_map_at_10_max
      value: 31.27509937344113
    - type: nauc_map_at_10_std
      value: 0.7327934840520994
    - type: nauc_map_at_1_diff1
      value: 50.62269273984579
    - type: nauc_map_at_1_max
      value: 30.16325757909521
    - type: nauc_map_at_1_std
      value: -0.6398875136233392
    - type: nauc_map_at_20_diff1
      value: 43.630758403790914
    - type: nauc_map_at_20_max
      value: 31.408258098047703
    - type: nauc_map_at_20_std
      value: 1.12616034652217
    - type: nauc_map_at_3_diff1
      value: 44.823493567359456
    - type: nauc_map_at_3_max
      value: 31.075886347614496
    - type: nauc_map_at_3_std
      value: -0.25126874515735426
    - type: nauc_map_at_5_diff1
      value: 43.79768853087658
    - type: nauc_map_at_5_max
      value: 31.091080995725324
    - type: nauc_map_at_5_std
      value: 0.16440771782544047
    - type: nauc_mrr_at_1000_diff1
      value: 42.7865400752329
    - type: nauc_mrr_at_1000_max
      value: 32.84731670326893
    - type: nauc_mrr_at_1000_std
      value: 2.6067637582013825
    - type: nauc_mrr_at_100_diff1
      value: 42.771741548331065
    - type: nauc_mrr_at_100_max
      value: 32.85324232845987
    - type: nauc_mrr_at_100_std
      value: 2.6092786694308376
    - type: nauc_mrr_at_10_diff1
      value: 42.82969738870672
    - type: nauc_mrr_at_10_max
      value: 32.69407549631432
    - type: nauc_mrr_at_10_std
      value: 2.302903910016054
    - type: nauc_mrr_at_1_diff1
      value: 49.05638333657571
    - type: nauc_mrr_at_1_max
      value: 33.12030717171514
    - type: nauc_mrr_at_1_std
      value: 1.3278035087690774
    - type: nauc_mrr_at_20_diff1
      value: 42.74267239536286
    - type: nauc_mrr_at_20_max
      value: 32.78571108973092
    - type: nauc_mrr_at_20_std
      value: 2.5932669908758643
    - type: nauc_mrr_at_3_diff1
      value: 43.69963426089187
    - type: nauc_mrr_at_3_max
      value: 32.78193126956233
    - type: nauc_mrr_at_3_std
      value: 1.634874463134699
    - type: nauc_mrr_at_5_diff1
      value: 42.838630647832524
    - type: nauc_mrr_at_5_max
      value: 32.459318735260545
    - type: nauc_mrr_at_5_std
      value: 1.9412518283209172
    - type: nauc_ndcg_at_1000_diff1
      value: 41.01253839851583
    - type: nauc_ndcg_at_1000_max
      value: 32.69570568894237
    - type: nauc_ndcg_at_1000_std
      value: 3.4254737113410343
    - type: nauc_ndcg_at_100_diff1
      value: 40.62589243745832
    - type: nauc_ndcg_at_100_max
      value: 32.664990655736126
    - type: nauc_ndcg_at_100_std
      value: 3.799569445326048
    - type: nauc_ndcg_at_10_diff1
      value: 41.31658753735306
    - type: nauc_ndcg_at_10_max
      value: 31.511946320339295
    - type: nauc_ndcg_at_10_std
      value: 2.0492930500796662
    - type: nauc_ndcg_at_1_diff1
      value: 49.05638333657571
    - type: nauc_ndcg_at_1_max
      value: 33.12030717171514
    - type: nauc_ndcg_at_1_std
      value: 1.3278035087690774
    - type: nauc_ndcg_at_20_diff1
      value: 40.66188223212841
    - type: nauc_ndcg_at_20_max
      value: 31.926240431497476
    - type: nauc_ndcg_at_20_std
      value: 3.370398664595343
    - type: nauc_ndcg_at_3_diff1
      value: 43.035580180241
    - type: nauc_ndcg_at_3_max
      value: 31.363874129878404
    - type: nauc_ndcg_at_3_std
      value: 0.1422507242819929
    - type: nauc_ndcg_at_5_diff1
      value: 41.29049003955878
    - type: nauc_ndcg_at_5_max
      value: 31.112034994977737
    - type: nauc_ndcg_at_5_std
      value: 0.860179279828966
    - type: nauc_precision_at_1000_diff1
      value: -12.41854465881981
    - type: nauc_precision_at_1000_max
      value: 14.706779246590548
    - type: nauc_precision_at_1000_std
      value: 9.812804367375206
    - type: nauc_precision_at_100_diff1
      value: 2.797520107808461
    - type: nauc_precision_at_100_max
      value: 24.335873541811406
    - type: nauc_precision_at_100_std
      value: 12.87186398750545
    - type: nauc_precision_at_10_diff1
      value: 24.530962799265847
    - type: nauc_precision_at_10_max
      value: 31.00772010798733
    - type: nauc_precision_at_10_std
      value: 6.696733001548185
    - type: nauc_precision_at_1_diff1
      value: 49.05638333657571
    - type: nauc_precision_at_1_max
      value: 33.12030717171514
    - type: nauc_precision_at_1_std
      value: 1.3278035087690774
    - type: nauc_precision_at_20_diff1
      value: 16.25028416351204
    - type: nauc_precision_at_20_max
      value: 29.629326492027342
    - type: nauc_precision_at_20_std
      value: 11.085888573121679
    - type: nauc_precision_at_3_diff1
      value: 33.923667689694256
    - type: nauc_precision_at_3_max
      value: 33.5859782361996
    - type: nauc_precision_at_3_std
      value: 1.9468331086918693
    - type: nauc_precision_at_5_diff1
      value: 27.917827233088875
    - type: nauc_precision_at_5_max
      value: 33.13290043423535
    - type: nauc_precision_at_5_std
      value: 3.800870695945311
    - type: nauc_recall_at_1000_diff1
      value: 9.680283388428789
    - type: nauc_recall_at_1000_max
      value: 49.479399284871235
    - type: nauc_recall_at_1000_std
      value: 31.506985071436088
    - type: nauc_recall_at_100_diff1
      value: 23.607673377885448
    - type: nauc_recall_at_100_max
      value: 36.637750366403935
    - type: nauc_recall_at_100_std
      value: 18.30770690564224
    - type: nauc_recall_at_10_diff1
      value: 33.199683418312446
    - type: nauc_recall_at_10_max
      value: 29.63115497012312
    - type: nauc_recall_at_10_std
      value: 4.813200391480566
    - type: nauc_recall_at_1_diff1
      value: 50.62269273984579
    - type: nauc_recall_at_1_max
      value: 30.16325757909521
    - type: nauc_recall_at_1_std
      value: -0.6398875136233392
    - type: nauc_recall_at_20_diff1
      value: 29.16488387844995
    - type: nauc_recall_at_20_max
      value: 30.788019479459
    - type: nauc_recall_at_20_std
      value: 11.031953917298853
    - type: nauc_recall_at_3_diff1
      value: 38.215351600417065
    - type: nauc_recall_at_3_max
      value: 29.619887154236128
    - type: nauc_recall_at_3_std
      value: -0.13237298980339363
    - type: nauc_recall_at_5_diff1
      value: 33.93788042633265
    - type: nauc_recall_at_5_max
      value: 28.67185092656741
    - type: nauc_recall_at_5_std
      value: 1.316700201091445
    - type: ndcg_at_1
      value: 31.299
    - type: ndcg_at_10
      value: 43.983
    - type: ndcg_at_100
      value: 48.992999999999995
    - type: ndcg_at_1000
      value: 50.757
    - type: ndcg_at_20
      value: 46.152
    - type: ndcg_at_3
      value: 38.367000000000004
    - type: ndcg_at_5
      value: 41.171
    - type: precision_at_1
      value: 31.299
    - type: precision_at_10
      value: 6.734
    - type: precision_at_100
      value: 0.972
    - type: precision_at_1000
      value: 0.11499999999999999
    - type: precision_at_20
      value: 3.898
    - type: precision_at_3
      value: 16.121
    - type: precision_at_5
      value: 11.344999999999999
    - type: recall_at_1
      value: 28.942
    - type: recall_at_10
      value: 58.343999999999994
    - type: recall_at_100
      value: 80.82300000000001
    - type: recall_at_1000
      value: 94.348
    - type: recall_at_20
      value: 66.449
    - type: recall_at_3
      value: 43.415
    - type: recall_at_5
      value: 50.007999999999996
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB CQADupstackMathematicaRetrieval (default)
      revision: 90fceea13679c63fe563ded68f3b6f06e50061de
      split: test
      type: mteb/cqadupstack-mathematica
    metrics:
    - type: main_score
      value: 33.144
    - type: map_at_1
      value: 19.41
    - type: map_at_10
      value: 27.802
    - type: map_at_100
      value: 29.157
    - type: map_at_1000
      value: 29.274
    - type: map_at_20
      value: 28.549000000000003
    - type: map_at_3
      value: 25.052999999999997
    - type: map_at_5
      value: 26.521
    - type: mrr_at_1
      value: 23.756218905472636
    - type: mrr_at_10
      value: 32.3623450209271
    - type: mrr_at_100
      value: 33.3648208444617
    - type: mrr_at_1000
      value: 33.427688215162185
    - type: mrr_at_20
      value: 32.93723485575758
    - type: mrr_at_3
      value: 29.539800995024883
    - type: mrr_at_5
      value: 31.156716417910452
    - type: nauc_map_at_1000_diff1
      value: 36.196391248081284
    - type: nauc_map_at_1000_max
      value: 25.650644367091495
    - type: nauc_map_at_1000_std
      value: 6.130340697729844
    - type: nauc_map_at_100_diff1
      value: 36.138890642411376
    - type: nauc_map_at_100_max
      value: 25.587124763888518
    - type: nauc_map_at_100_std
      value: 6.129336379055536
    - type: nauc_map_at_10_diff1
      value: 36.254426743566775
    - type: nauc_map_at_10_max
      value: 25.465599906543034
    - type: nauc_map_at_10_std
      value: 5.880280378112879
    - type: nauc_map_at_1_diff1
      value: 42.890551563179976
    - type: nauc_map_at_1_max
      value: 25.813805281076956
    - type: nauc_map_at_1_std
      value: 5.150718386163028
    - type: nauc_map_at_20_diff1
      value: 35.98551587974314
    - type: nauc_map_at_20_max
      value: 25.501540521726636
    - type: nauc_map_at_20_std
      value: 5.858703157458749
    - type: nauc_map_at_3_diff1
      value: 37.646558039577734
    - type: nauc_map_at_3_max
      value: 26.138491471124247
    - type: nauc_map_at_3_std
      value: 6.0487505175540734
    - type: nauc_map_at_5_diff1
      value: 36.817582976153695
    - type: nauc_map_at_5_max
      value: 25.398200211121146
    - type: nauc_map_at_5_std
      value: 6.31126763919522
    - type: nauc_mrr_at_1000_diff1
      value: 37.313544952847835
    - type: nauc_mrr_at_1000_max
      value: 26.96218532078988
    - type: nauc_mrr_at_1000_std
      value: 6.814359224654042
    - type: nauc_mrr_at_100_diff1
      value: 37.28104407653679
    - type: nauc_mrr_at_100_max
      value: 26.931243040477256
    - type: nauc_mrr_at_100_std
      value: 6.800500150841733
    - type: nauc_mrr_at_10_diff1
      value: 37.315832621275895
    - type: nauc_mrr_at_10_max
      value: 26.941454225978372
    - type: nauc_mrr_at_10_std
      value: 6.837046527796884
    - type: nauc_mrr_at_1_diff1
      value: 43.19904188582958
    - type: nauc_mrr_at_1_max
      value: 26.975620445904795
    - type: nauc_mrr_at_1_std
      value: 4.52071008581395
    - type: nauc_mrr_at_20_diff1
      value: 37.2200524790774
    - type: nauc_mrr_at_20_max
      value: 26.971494160765847
    - type: nauc_mrr_at_20_std
      value: 6.716431228783282
    - type: nauc_mrr_at_3_diff1
      value: 38.46236387340654
    - type: nauc_mrr_at_3_max
      value: 27.846812992192056
    - type: nauc_mrr_at_3_std
      value: 6.550711872569794
    - type: nauc_mrr_at_5_diff1
      value: 37.620346007658476
    - type: nauc_mrr_at_5_max
      value: 27.031025952102038
    - type: nauc_mrr_at_5_std
      value: 7.32343760231163
    - type: nauc_ndcg_at_1000_diff1
      value: 34.95081314840592
    - type: nauc_ndcg_at_1000_max
      value: 26.89265465124325
    - type: nauc_ndcg_at_1000_std
      value: 7.854154466831975
    - type: nauc_ndcg_at_100_diff1
      value: 34.01417812563093
    - type: nauc_ndcg_at_100_max
      value: 25.792737746436835
    - type: nauc_ndcg_at_100_std
      value: 7.726584165493833
    - type: nauc_ndcg_at_10_diff1
      value: 33.895122516474466
    - type: nauc_ndcg_at_10_max
      value: 25.388442204589612
    - type: nauc_ndcg_at_10_std
      value: 6.359560223645991
    - type: nauc_ndcg_at_1_diff1
      value: 43.19904188582958
    - type: nauc_ndcg_at_1_max
      value: 26.975620445904795
    - type: nauc_ndcg_at_1_std
      value: 4.52071008581395
    - type: nauc_ndcg_at_20_diff1
      value: 33.36078689830245
    - type: nauc_ndcg_at_20_max
      value: 25.531794610571563
    - type: nauc_ndcg_at_20_std
      value: 6.136658608653248
    - type: nauc_ndcg_at_3_diff1
      value: 36.44505602530781
    - type: nauc_ndcg_at_3_max
      value: 26.9104071983157
    - type: nauc_ndcg_at_3_std
      value: 6.427178520371878
    - type: nauc_ndcg_at_5_diff1
      value: 35.01384323197442
    - type: nauc_ndcg_at_5_max
      value: 25.5560447088692
    - type: nauc_ndcg_at_5_std
      value: 7.3676236760360485
    - type: nauc_precision_at_1000_diff1
      value: 2.8903331041804514
    - type: nauc_precision_at_1000_max
      value: 4.059662742366004
    - type: nauc_precision_at_1000_std
      value: -1.5891687644008334
    - type: nauc_precision_at_100_diff1
      value: 8.437726471693766
    - type: nauc_precision_at_100_max
      value: 11.250588557568427
    - type: nauc_precision_at_100_std
      value: 4.231571164627862
    - type: nauc_precision_at_10_diff1
      value: 19.57085237210294
    - type: nauc_precision_at_10_max
      value: 20.973093492003905
    - type: nauc_precision_at_10_std
      value: 3.197416248152466
    - type: nauc_precision_at_1_diff1
      value: 43.19904188582958
    - type: nauc_precision_at_1_max
      value: 26.975620445904795
    - type: nauc_precision_at_1_std
      value: 4.52071008581395
    - type: nauc_precision_at_20_diff1
      value: 15.67136554192724
    - type: nauc_precision_at_20_max
      value: 17.706882621057858
    - type: nauc_precision_at_20_std
      value: 1.9363472182867714
    - type: nauc_precision_at_3_diff1
      value: 30.38035695042325
    - type: nauc_precision_at_3_max
      value: 26.48218693244094
    - type: nauc_precision_at_3_std
      value: 6.424657705785632
    - type: nauc_precision_at_5_diff1
      value: 25.272543315171458
    - type: nauc_precision_at_5_max
      value: 22.32441421311652
    - type: nauc_precision_at_5_std
      value: 7.4912569081905716
    - type: nauc_recall_at_1000_diff1
      value: 25.5748044137675
    - type: nauc_recall_at_1000_max
      value: 43.85796585370269
    - type: nauc_recall_at_1000_std
      value: 30.0338086596789
    - type: nauc_recall_at_100_diff1
      value: 22.577080638885093
    - type: nauc_recall_at_100_max
      value: 23.224511700617477
    - type: nauc_recall_at_100_std
      value: 15.187963852289313
    - type: nauc_recall_at_10_diff1
      value: 25.058592299355908
    - type: nauc_recall_at_10_max
      value: 22.24448483279841
    - type: nauc_recall_at_10_std
      value: 6.3179089740052765
    - type: nauc_recall_at_1_diff1
      value: 42.890551563179976
    - type: nauc_recall_at_1_max
      value: 25.813805281076956
    - type: nauc_recall_at_1_std
      value: 5.150718386163028
    - type: nauc_recall_at_20_diff1
      value: 22.433865123187307
    - type: nauc_recall_at_20_max
      value: 22.739695641511762
    - type: nauc_recall_at_20_std
      value: 5.362005125538497
    - type: nauc_recall_at_3_diff1
      value: 32.17919168998616
    - type: nauc_recall_at_3_max
      value: 26.044028436867357
    - type: nauc_recall_at_3_std
      value: 7.420349884006329
    - type: nauc_recall_at_5_diff1
      value: 28.967104573649138
    - type: nauc_recall_at_5_max
      value: 23.40865848168201
    - type: nauc_recall_at_5_std
      value: 9.174406147723621
    - type: ndcg_at_1
      value: 23.756
    - type: ndcg_at_10
      value: 33.144
    - type: ndcg_at_100
      value: 39.261
    - type: ndcg_at_1000
      value: 41.881
    - type: ndcg_at_20
      value: 35.56
    - type: ndcg_at_3
      value: 27.927999999999997
    - type: ndcg_at_5
      value: 30.293999999999997
    - type: precision_at_1
      value: 23.756
    - type: precision_at_10
      value: 5.995
    - type: precision_at_100
      value: 1.053
    - type: precision_at_1000
      value: 0.14100000000000001
    - type: precision_at_20
      value: 3.688
    - type: precision_at_3
      value: 13.059999999999999
    - type: precision_at_5
      value: 9.602
    - type: recall_at_1
      value: 19.41
    - type: recall_at_10
      value: 45.074
    - type: recall_at_100
      value: 71.131
    - type: recall_at_1000
      value: 89.604
    - type: recall_at_20
      value: 53.673
    - type: recall_at_3
      value: 31.055
    - type: recall_at_5
      value: 36.714999999999996
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB CQADupstackPhysicsRetrieval (default)
      revision: 79531abbd1fb92d06c6d6315a0cbbbf5bb247ea4
      split: test
      type: mteb/cqadupstack-physics
    metrics:
    - type: main_score
      value: 49.675000000000004
    - type: map_at_1
      value: 33.178999999999995
    - type: map_at_10
      value: 43.807
    - type: map_at_100
      value: 45.17
    - type: map_at_1000
      value: 45.271
    - type: map_at_20
      value: 44.516
    - type: map_at_3
      value: 40.813
    - type: map_at_5
      value: 42.457
    - type: mrr_at_1
      value: 40.32723772858518
    - type: mrr_at_10
      value: 49.646867409138814
    - type: mrr_at_100
      value: 50.493686101426285
    - type: mrr_at_1000
      value: 50.525386961808834
    - type: mrr_at_20
      value: 50.120274354884586
    - type: mrr_at_3
      value: 47.49759384023096
    - type: mrr_at_5
      value: 48.72473532242535
    - type: nauc_map_at_1000_diff1
      value: 49.5947127786396
    - type: nauc_map_at_1000_max
      value: 33.39720045844929
    - type: nauc_map_at_1000_std
      value: -3.131428593252271
    - type: nauc_map_at_100_diff1
      value: 49.57797867324617
    - type: nauc_map_at_100_max
      value: 33.356927974709464
    - type: nauc_map_at_100_std
      value: -3.1661365376766337
    - type: nauc_map_at_10_diff1
      value: 49.59294630598952
    - type: nauc_map_at_10_max
      value: 32.86647346990462
    - type: nauc_map_at_10_std
      value: -4.1582043443386745
    - type: nauc_map_at_1_diff1
      value: 53.98646767288695
    - type: nauc_map_at_1_max
      value: 29.45629077638936
    - type: nauc_map_at_1_std
      value: -5.621187380771589
    - type: nauc_map_at_20_diff1
      value: 49.486982890447074
    - type: nauc_map_at_20_max
      value: 33.11681933406332
    - type: nauc_map_at_20_std
      value: -3.5826433195146854
    - type: nauc_map_at_3_diff1
      value: 50.81807107491861
    - type: nauc_map_at_3_max
      value: 32.32552291988859
    - type: nauc_map_at_3_std
      value: -3.952946504088928
    - type: nauc_map_at_5_diff1
      value: 49.70201354274439
    - type: nauc_map_at_5_max
      value: 32.831846031004886
    - type: nauc_map_at_5_std
      value: -3.8330488624207737
    - type: nauc_mrr_at_1000_diff1
      value: 49.04159472507738
    - type: nauc_mrr_at_1000_max
      value: 35.617600171138676
    - type: nauc_mrr_at_1000_std
      value: -1.5975830757486646
    - type: nauc_mrr_at_100_diff1
      value: 49.03848471692094
    - type: nauc_mrr_at_100_max
      value: 35.61936748662614
    - type: nauc_mrr_at_100_std
      value: -1.5922053398594729
    - type: nauc_mrr_at_10_diff1
      value: 48.92463964652612
    - type: nauc_mrr_at_10_max
      value: 35.37757708992045
    - type: nauc_mrr_at_10_std
      value: -2.2052028139567303
    - type: nauc_mrr_at_1_diff1
      value: 52.23915787290734
    - type: nauc_mrr_at_1_max
      value: 34.393531787632334
    - type: nauc_mrr_at_1_std
      value: -1.452007661016969
    - type: nauc_mrr_at_20_diff1
      value: 48.91168438018404
    - type: nauc_mrr_at_20_max
      value: 35.478962544421876
    - type: nauc_mrr_at_20_std
      value: -1.8246048423555414
    - type: nauc_mrr_at_3_diff1
      value: 50.115432665442164
    - type: nauc_mrr_at_3_max
      value: 35.89093796085569
    - type: nauc_mrr_at_3_std
      value: -1.4895016313153366
    - type: nauc_mrr_at_5_diff1
      value: 49.04321261351915
    - type: nauc_mrr_at_5_max
      value: 35.85730520949451
    - type: nauc_mrr_at_5_std
      value: -1.68790556880753
    - type: nauc_ndcg_at_1000_diff1
      value: 48.294697499154374
    - type: nauc_ndcg_at_1000_max
      value: 35.167410242367595
    - type: nauc_ndcg_at_1000_std
      value: -0.6346078535914157
    - type: nauc_ndcg_at_100_diff1
      value: 48.025525283449014
    - type: nauc_ndcg_at_100_max
      value: 34.79288511776105
    - type: nauc_ndcg_at_100_std
      value: -0.7823403044086993
    - type: nauc_ndcg_at_10_diff1
      value: 47.70793258015258
    - type: nauc_ndcg_at_10_max
      value: 33.09558927880104
    - type: nauc_ndcg_at_10_std
      value: -4.7793864166260605
    - type: nauc_ndcg_at_1_diff1
      value: 52.23915787290734
    - type: nauc_ndcg_at_1_max
      value: 34.393531787632334
    - type: nauc_ndcg_at_1_std
      value: -1.452007661016969
    - type: nauc_ndcg_at_20_diff1
      value: 47.354286045074815
    - type: nauc_ndcg_at_20_max
      value: 33.686648806027975
    - type: nauc_ndcg_at_20_std
      value: -3.0189085132476556
    - type: nauc_ndcg_at_3_diff1
      value: 49.68805334316908
    - type: nauc_ndcg_at_3_max
      value: 34.196077748056496
    - type: nauc_ndcg_at_3_std
      value: -2.7167289163768436
    - type: nauc_ndcg_at_5_diff1
      value: 47.94474868912989
    - type: nauc_ndcg_at_5_max
      value: 34.00261603413051
    - type: nauc_ndcg_at_5_std
      value: -3.3541028103046115
    - type: nauc_precision_at_1000_diff1
      value: -12.0150100710755
    - type: nauc_precision_at_1000_max
      value: 5.332942816568796
    - type: nauc_precision_at_1000_std
      value: 14.543288479130458
    - type: nauc_precision_at_100_diff1
      value: -4.920332181588838
    - type: nauc_precision_at_100_max
      value: 14.42313332017491
    - type: nauc_precision_at_100_std
      value: 17.821953321018384
    - type: nauc_precision_at_10_diff1
      value: 14.70509089079217
    - type: nauc_precision_at_10_max
      value: 25.381887131649716
    - type: nauc_precision_at_10_std
      value: 5.226419288645675
    - type: nauc_precision_at_1_diff1
      value: 52.23915787290734
    - type: nauc_precision_at_1_max
      value: 34.393531787632334
    - type: nauc_precision_at_1_std
      value: -1.452007661016969
    - type: nauc_precision_at_20_diff1
      value: 6.312827641507564
    - type: nauc_precision_at_20_max
      value: 22.483038562271933
    - type: nauc_precision_at_20_std
      value: 11.368419856892416
    - type: nauc_precision_at_3_diff1
      value: 33.271443420273606
    - type: nauc_precision_at_3_max
      value: 33.571078182106675
    - type: nauc_precision_at_3_std
      value: 4.47382265155717
    - type: nauc_precision_at_5_diff1
      value: 23.43287104284656
    - type: nauc_precision_at_5_max
      value: 30.909085068105313
    - type: nauc_precision_at_5_std
      value: 5.545672049452433
    - type: nauc_recall_at_1000_diff1
      value: 35.22615594677707
    - type: nauc_recall_at_1000_max
      value: 52.0710533173532
    - type: nauc_recall_at_1000_std
      value: 45.17683523786464
    - type: nauc_recall_at_100_diff1
      value: 36.2169056956332
    - type: nauc_recall_at_100_max
      value: 35.02435003210817
    - type: nauc_recall_at_100_std
      value: 15.833632946282508
    - type: nauc_recall_at_10_diff1
      value: 39.12440292974848
    - type: nauc_recall_at_10_max
      value: 28.0546011979648
    - type: nauc_recall_at_10_std
      value: -9.620558638092172
    - type: nauc_recall_at_1_diff1
      value: 53.98646767288695
    - type: nauc_recall_at_1_max
      value: 29.45629077638936
    - type: nauc_recall_at_1_std
      value: -5.621187380771589
    - type: nauc_recall_at_20_diff1
      value: 36.39254630768161
    - type: nauc_recall_at_20_max
      value: 29.277856508751967
    - type: nauc_recall_at_20_std
      value: -3.048007490798412
    - type: nauc_recall_at_3_diff1
      value: 45.64706642644958
    - type: nauc_recall_at_3_max
      value: 31.003050159737413
    - type: nauc_recall_at_3_std
      value: -4.849763876930667
    - type: nauc_recall_at_5_diff1
      value: 40.918108859971746
    - type: nauc_recall_at_5_max
      value: 30.69907335071493
    - type: nauc_recall_at_5_std
      value: -6.1445436251916865
    - type: ndcg_at_1
      value: 40.327
    - type: ndcg_at_10
      value: 49.675000000000004
    - type: ndcg_at_100
      value: 55.364000000000004
    - type: ndcg_at_1000
      value: 56.992
    - type: ndcg_at_20
      value: 51.803999999999995
    - type: ndcg_at_3
      value: 45.227000000000004
    - type: ndcg_at_5
      value: 47.244
    - type: precision_at_1
      value: 40.327
    - type: precision_at_10
      value: 8.826
    - type: precision_at_100
      value: 1.354
    - type: precision_at_1000
      value: 0.167
    - type: precision_at_20
      value: 5.115
    - type: precision_at_3
      value: 21.303
    - type: precision_at_5
      value: 14.726
    - type: recall_at_1
      value: 33.178999999999995
    - type: recall_at_10
      value: 61.087
    - type: recall_at_100
      value: 85.099
    - type: recall_at_1000
      value: 95.14099999999999
    - type: recall_at_20
      value: 68.623
    - type: recall_at_3
      value: 48.245
    - type: recall_at_5
      value: 53.832
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB CQADupstackProgrammersRetrieval (default)
      revision: 6184bc1440d2dbc7612be22b50686b8826d22b32
      split: test
      type: mteb/cqadupstack-programmers
    metrics:
    - type: main_score
      value: 44.99
    - type: map_at_1
      value: 28.089
    - type: map_at_10
      value: 38.98
    - type: map_at_100
      value: 40.339000000000006
    - type: map_at_1000
      value: 40.441
    - type: map_at_20
      value: 39.702
    - type: map_at_3
      value: 35.620000000000005
    - type: map_at_5
      value: 37.657000000000004
    - type: mrr_at_1
      value: 35.15981735159817
    - type: mrr_at_10
      value: 44.54075161266937
    - type: mrr_at_100
      value: 45.435730392436646
    - type: mrr_at_1000
      value: 45.47673849356812
    - type: mrr_at_20
      value: 45.05949613726918
    - type: mrr_at_3
      value: 42.00913242009131
    - type: mrr_at_5
      value: 43.52739726027392
    - type: nauc_map_at_1000_diff1
      value: 42.6375513442399
    - type: nauc_map_at_1000_max
      value: 35.83899956589522
    - type: nauc_map_at_1000_std
      value: 5.798620017712549
    - type: nauc_map_at_100_diff1
      value: 42.609712253881504
    - type: nauc_map_at_100_max
      value: 35.85401871065736
    - type: nauc_map_at_100_std
      value: 5.829007296755533
    - type: nauc_map_at_10_diff1
      value: 42.90931172127824
    - type: nauc_map_at_10_max
      value: 35.46694204511423
    - type: nauc_map_at_10_std
      value: 5.131477704152026
    - type: nauc_map_at_1_diff1
      value: 48.066312177855956
    - type: nauc_map_at_1_max
      value: 30.67745267941573
    - type: nauc_map_at_1_std
      value: -1.4170737991670943
    - type: nauc_map_at_20_diff1
      value: 42.730423700784
    - type: nauc_map_at_20_max
      value: 35.710039616497085
    - type: nauc_map_at_20_std
      value: 5.363961887475162
    - type: nauc_map_at_3_diff1
      value: 43.499223646579935
    - type: nauc_map_at_3_max
      value: 33.872570039621564
    - type: nauc_map_at_3_std
      value: 3.0787571843453008
    - type: nauc_map_at_5_diff1
      value: 43.28963642946521
    - type: nauc_map_at_5_max
      value: 35.18327408279892
    - type: nauc_map_at_5_std
      value: 4.516467154662473
    - type: nauc_mrr_at_1000_diff1
      value: 42.71279871641341
    - type: nauc_mrr_at_1000_max
      value: 37.48825064817496
    - type: nauc_mrr_at_1000_std
      value: 8.10015025024314
    - type: nauc_mrr_at_100_diff1
      value: 42.694777404773376
    - type: nauc_mrr_at_100_max
      value: 37.476741768741086
    - type: nauc_mrr_at_100_std
      value: 8.11525130417229
    - type: nauc_mrr_at_10_diff1
      value: 42.954194054560176
    - type: nauc_mrr_at_10_max
      value: 37.606138578797506
    - type: nauc_mrr_at_10_std
      value: 8.092519513302399
    - type: nauc_mrr_at_1_diff1
      value: 48.350790286038574
    - type: nauc_mrr_at_1_max
      value: 33.97992759739641
    - type: nauc_mrr_at_1_std
      value: 1.8332987018664093
    - type: nauc_mrr_at_20_diff1
      value: 42.664983701783044
    - type: nauc_mrr_at_20_max
      value: 37.47450702110784
    - type: nauc_mrr_at_20_std
      value: 8.001067634745462
    - type: nauc_mrr_at_3_diff1
      value: 42.921968602737955
    - type: nauc_mrr_at_3_max
      value: 37.19599728791262
    - type: nauc_mrr_at_3_std
      value: 7.4692697422507575
    - type: nauc_mrr_at_5_diff1
      value: 42.96028546491891
    - type: nauc_mrr_at_5_max
      value: 37.688350071295915
    - type: nauc_mrr_at_5_std
      value: 8.213017954012372
    - type: nauc_ndcg_at_1000_diff1
      value: 40.70763263942397
    - type: nauc_ndcg_at_1000_max
      value: 37.87768319167602
    - type: nauc_ndcg_at_1000_std
      value: 9.908807071686738
    - type: nauc_ndcg_at_100_diff1
      value: 39.97828438221707
    - type: nauc_ndcg_at_100_max
      value: 37.7723393835996
    - type: nauc_ndcg_at_100_std
      value: 10.666779466040097
    - type: nauc_ndcg_at_10_diff1
      value: 41.172233451172936
    - type: nauc_ndcg_at_10_max
      value: 37.12252131573939
    - type: nauc_ndcg_at_10_std
      value: 8.273798754436639
    - type: nauc_ndcg_at_1_diff1
      value: 48.350790286038574
    - type: nauc_ndcg_at_1_max
      value: 33.97992759739641
    - type: nauc_ndcg_at_1_std
      value: 1.8332987018664093
    - type: nauc_ndcg_at_20_diff1
      value: 40.33325895172716
    - type: nauc_ndcg_at_20_max
      value: 37.36015594019951
    - type: nauc_ndcg_at_20_std
      value: 8.818556108749302
    - type: nauc_ndcg_at_3_diff1
      value: 41.652701699747254
    - type: nauc_ndcg_at_3_max
      value: 35.499109874223294
    - type: nauc_ndcg_at_3_std
      value: 5.831784865606119
    - type: nauc_ndcg_at_5_diff1
      value: 41.856346892595475
    - type: nauc_ndcg_at_5_max
      value: 36.940681835687194
    - type: nauc_ndcg_at_5_std
      value: 7.507798515093516
    - type: nauc_precision_at_1000_diff1
      value: -2.4605367806784866
    - type: nauc_precision_at_1000_max
      value: -0.3538142127162922
    - type: nauc_precision_at_1000_std
      value: 8.369794961833236
    - type: nauc_precision_at_100_diff1
      value: -0.34954522096524704
    - type: nauc_precision_at_100_max
      value: 13.159909603146458
    - type: nauc_precision_at_100_std
      value: 19.425561514133996
    - type: nauc_precision_at_10_diff1
      value: 17.048304710148145
    - type: nauc_precision_at_10_max
      value: 29.816041846806375
    - type: nauc_precision_at_10_std
      value: 18.358893367243798
    - type: nauc_precision_at_1_diff1
      value: 48.350790286038574
    - type: nauc_precision_at_1_max
      value: 33.97992759739641
    - type: nauc_precision_at_1_std
      value: 1.8332987018664093
    - type: nauc_precision_at_20_diff1
      value: 10.450903599411344
    - type: nauc_precision_at_20_max
      value: 25.228916373799127
    - type: nauc_precision_at_20_std
      value: 18.46893569529936
    - type: nauc_precision_at_3_diff1
      value: 29.181236567048636
    - type: nauc_precision_at_3_max
      value: 35.64918262500281
    - type: nauc_precision_at_3_std
      value: 13.347538222514968
    - type: nauc_precision_at_5_diff1
      value: 23.693323840550345
    - type: nauc_precision_at_5_max
      value: 33.972399735191225
    - type: nauc_precision_at_5_std
      value: 17.107012760554618
    - type: nauc_recall_at_1000_diff1
      value: 20.297340483227945
    - type: nauc_recall_at_1000_max
      value: 63.084305970127275
    - type: nauc_recall_at_1000_std
      value: 63.04655000858784
    - type: nauc_recall_at_100_diff1
      value: 22.587332148979723
    - type: nauc_recall_at_100_max
      value: 40.740968468024775
    - type: nauc_recall_at_100_std
      value: 34.120423684507124
    - type: nauc_recall_at_10_diff1
      value: 33.361195948673675
    - type: nauc_recall_at_10_max
      value: 37.1411402410262
    - type: nauc_recall_at_10_std
      value: 13.475407196166259
    - type: nauc_recall_at_1_diff1
      value: 48.066312177855956
    - type: nauc_recall_at_1_max
      value: 30.67745267941573
    - type: nauc_recall_at_1_std
      value: -1.4170737991670943
    - type: nauc_recall_at_20_diff1
      value: 28.703982984383984
    - type: nauc_recall_at_20_max
      value: 37.32929431193496
    - type: nauc_recall_at_20_std
      value: 16.139135347989903
    - type: nauc_recall_at_3_diff1
      value: 36.53346179134789
    - type: nauc_recall_at_3_max
      value: 34.11397914899309
    - type: nauc_recall_at_3_std
      value: 7.19358019807132
    - type: nauc_recall_at_5_diff1
      value: 36.24058894947452
    - type: nauc_recall_at_5_max
      value: 37.00990358651097
    - type: nauc_recall_at_5_std
      value: 11.074645476821619
    - type: ndcg_at_1
      value: 35.160000000000004
    - type: ndcg_at_10
      value: 44.99
    - type: ndcg_at_100
      value: 50.661
    - type: ndcg_at_1000
      value: 52.599
    - type: ndcg_at_20
      value: 47.154
    - type: ndcg_at_3
      value: 39.843
    - type: ndcg_at_5
      value: 42.486000000000004
    - type: precision_at_1
      value: 35.160000000000004
    - type: precision_at_10
      value: 8.299
    - type: precision_at_100
      value: 1.2850000000000001
    - type: precision_at_1000
      value: 0.16199999999999998
    - type: precision_at_20
      value: 4.84
    - type: precision_at_3
      value: 19.178
    - type: precision_at_5
      value: 13.927
    - type: recall_at_1
      value: 28.089
    - type: recall_at_10
      value: 57.158
    - type: recall_at_100
      value: 81.461
    - type: recall_at_1000
      value: 94.46900000000001
    - type: recall_at_20
      value: 64.927
    - type: recall_at_3
      value: 42.775999999999996
    - type: recall_at_5
      value: 49.719
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB CQADupstackRetrieval (default)
      revision: CQADupstackRetrieval is a combined dataset
      split: test
      type: mteb/cqadupstack
    metrics:
    - type: main_score
      value: 44.989166666666655
    - type: ndcg_at_10
      value: 44.989166666666655
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB CQADupstackStatsRetrieval (default)
      revision: 65ac3a16b8e91f9cee4c9828cc7c335575432a2a
      split: test
      type: mteb/cqadupstack-stats
    metrics:
    - type: main_score
      value: 39.586
    - type: map_at_1
      value: 27.301
    - type: map_at_10
      value: 35.022
    - type: map_at_100
      value: 36.061
    - type: map_at_1000
      value: 36.146
    - type: map_at_20
      value: 35.608000000000004
    - type: map_at_3
      value: 32.978
    - type: map_at_5
      value: 33.994
    - type: mrr_at_1
      value: 30.67484662576687
    - type: mrr_at_10
      value: 38.1696124257474
    - type: mrr_at_100
      value: 38.99730898994137
    - type: mrr_at_1000
      value: 39.049871007408136
    - type: mrr_at_20
      value: 38.62424051396064
    - type: mrr_at_3
      value: 36.40081799591004
    - type: mrr_at_5
      value: 37.23670756646219
    - type: nauc_map_at_1000_diff1
      value: 50.4395097150819
    - type: nauc_map_at_1000_max
      value: 42.36231476768413
    - type: nauc_map_at_1000_std
      value: 1.0739414045485742
    - type: nauc_map_at_100_diff1
      value: 50.4253775421283
    - type: nauc_map_at_100_max
      value: 42.34508969348633
    - type: nauc_map_at_100_std
      value: 1.0590256535050135
    - type: nauc_map_at_10_diff1
      value: 50.74196619464362
    - type: nauc_map_at_10_max
      value: 42.354326434590284
    - type: nauc_map_at_10_std
      value: 0.6330167542705694
    - type: nauc_map_at_1_diff1
      value: 55.7404810490963
    - type: nauc_map_at_1_max
      value: 40.7676941648045
    - type: nauc_map_at_1_std
      value: -5.021772566610674
    - type: nauc_map_at_20_diff1
      value: 50.39792463598886
    - type: nauc_map_at_20_max
      value: 42.25768760228577
    - type: nauc_map_at_20_std
      value: 0.8979017700131807
    - type: nauc_map_at_3_diff1
      value: 51.53267996170815
    - type: nauc_map_at_3_max
      value: 41.78801756883417
    - type: nauc_map_at_3_std
      value: -0.6652383024396911
    - type: nauc_map_at_5_diff1
      value: 50.992783683271504
    - type: nauc_map_at_5_max
      value: 41.8607977828188
    - type: nauc_map_at_5_std
      value: 0.3484379897869807
    - type: nauc_mrr_at_1000_diff1
      value: 48.952907124445126
    - type: nauc_mrr_at_1000_max
      value: 42.93563741482114
    - type: nauc_mrr_at_1000_std
      value: 3.0791495753556424
    - type: nauc_mrr_at_100_diff1
      value: 48.941921107360805
    - type: nauc_mrr_at_100_max
      value: 42.94419657374061
    - type: nauc_mrr_at_100_std
      value: 3.075397087180154
    - type: nauc_mrr_at_10_diff1
      value: 49.098926306303056
    - type: nauc_mrr_at_10_max
      value: 42.941857820499806
    - type: nauc_mrr_at_10_std
      value: 2.8184474174054372
    - type: nauc_mrr_at_1_diff1
      value: 54.428109877009334
    - type: nauc_mrr_at_1_max
      value: 42.50273386972492
    - type: nauc_mrr_at_1_std
      value: -2.1811826216412187
    - type: nauc_mrr_at_20_diff1
      value: 48.82502192775839
    - type: nauc_mrr_at_20_max
      value: 42.92227277257095
    - type: nauc_mrr_at_20_std
      value: 2.975812634368533
    - type: nauc_mrr_at_3_diff1
      value: 49.440009227591176
    - type: nauc_mrr_at_3_max
      value: 42.95503176290712
    - type: nauc_mrr_at_3_std
      value: 2.2997128945013796
    - type: nauc_mrr_at_5_diff1
      value: 49.09846782701398
    - type: nauc_mrr_at_5_max
      value: 42.51449168285772
    - type: nauc_mrr_at_5_std
      value: 2.7785816484421297
    - type: nauc_ndcg_at_1000_diff1
      value: 48.14680758187888
    - type: nauc_ndcg_at_1000_max
      value: 43.57465718500695
    - type: nauc_ndcg_at_1000_std
      value: 5.287435676678261
    - type: nauc_ndcg_at_100_diff1
      value: 47.66081605743284
    - type: nauc_ndcg_at_100_max
      value: 43.28156751251163
    - type: nauc_ndcg_at_100_std
      value: 4.959626409663624
    - type: nauc_ndcg_at_10_diff1
      value: 48.25075619623878
    - type: nauc_ndcg_at_10_max
      value: 43.00688660666578
    - type: nauc_ndcg_at_10_std
      value: 3.2319193368891637
    - type: nauc_ndcg_at_1_diff1
      value: 54.428109877009334
    - type: nauc_ndcg_at_1_max
      value: 42.50273386972492
    - type: nauc_ndcg_at_1_std
      value: -2.1811826216412187
    - type: nauc_ndcg_at_20_diff1
      value: 47.1943098627403
    - type: nauc_ndcg_at_20_max
      value: 42.86954491768707
    - type: nauc_ndcg_at_20_std
      value: 4.08583080150737
    - type: nauc_ndcg_at_3_diff1
      value: 49.32681523192246
    - type: nauc_ndcg_at_3_max
      value: 42.46898641470274
    - type: nauc_ndcg_at_3_std
      value: 1.7416962407725236
    - type: nauc_ndcg_at_5_diff1
      value: 48.59647012439291
    - type: nauc_ndcg_at_5_max
      value: 42.07098889846439
    - type: nauc_ndcg_at_5_std
      value: 2.979621233356828
    - type: nauc_precision_at_1000_diff1
      value: -1.7366334161587105
    - type: nauc_precision_at_1000_max
      value: 17.70969166396819
    - type: nauc_precision_at_1000_std
      value: 17.50619975322144
    - type: nauc_precision_at_100_diff1
      value: 10.082579982582155
    - type: nauc_precision_at_100_max
      value: 28.024893516091776
    - type: nauc_precision_at_100_std
      value: 18.41413013357596
    - type: nauc_precision_at_10_diff1
      value: 28.796167732373657
    - type: nauc_precision_at_10_max
      value: 40.37340024485382
    - type: nauc_precision_at_10_std
      value: 13.718572711091733
    - type: nauc_precision_at_1_diff1
      value: 54.428109877009334
    - type: nauc_precision_at_1_max
      value: 42.50273386972492
    - type: nauc_precision_at_1_std
      value: -2.1811826216412187
    - type: nauc_precision_at_20_diff1
      value: 19.82691920771315
    - type: nauc_precision_at_20_max
      value: 34.45075390159975
    - type: nauc_precision_at_20_std
      value: 16.410812072348058
    - type: nauc_precision_at_3_diff1
      value: 40.85430254962678
    - type: nauc_precision_at_3_max
      value: 43.63016056067074
    - type: nauc_precision_at_3_std
      value: 9.322014634477581
    - type: nauc_precision_at_5_diff1
      value: 35.830272848975795
    - type: nauc_precision_at_5_max
      value: 41.30047691620363
    - type: nauc_precision_at_5_std
      value: 13.145693992266565
    - type: nauc_recall_at_1000_diff1
      value: 35.532000545890504
    - type: nauc_recall_at_1000_max
      value: 50.714223194510325
    - type: nauc_recall_at_1000_std
      value: 43.09037309139045
    - type: nauc_recall_at_100_diff1
      value: 35.11024488875192
    - type: nauc_recall_at_100_max
      value: 43.0874566265193
    - type: nauc_recall_at_100_std
      value: 19.70628521846854
    - type: nauc_recall_at_10_diff1
      value: 40.36203726741153
    - type: nauc_recall_at_10_max
      value: 42.581482582576726
    - type: nauc_recall_at_10_std
      value: 8.642553371022348
    - type: nauc_recall_at_1_diff1
      value: 55.7404810490963
    - type: nauc_recall_at_1_max
      value: 40.7676941648045
    - type: nauc_recall_at_1_std
      value: -5.021772566610674
    - type: nauc_recall_at_20_diff1
      value: 35.97348868186562
    - type: nauc_recall_at_20_max
      value: 41.82695933305065
    - type: nauc_recall_at_20_std
      value: 11.444957541593585
    - type: nauc_recall_at_3_diff1
      value: 44.20020470014979
    - type: nauc_recall_at_3_max
      value: 40.84130855296979
    - type: nauc_recall_at_3_std
      value: 5.004883338558809
    - type: nauc_recall_at_5_diff1
      value: 42.08756885472078
    - type: nauc_recall_at_5_max
      value: 39.90323783606852
    - type: nauc_recall_at_5_std
      value: 8.085182534171127
    - type: ndcg_at_1
      value: 30.675
    - type: ndcg_at_10
      value: 39.586
    - type: ndcg_at_100
      value: 44.737
    - type: ndcg_at_1000
      value: 46.863
    - type: ndcg_at_20
      value: 41.495
    - type: ndcg_at_3
      value: 35.8
    - type: ndcg_at_5
      value: 37.3
    - type: precision_at_1
      value: 30.675
    - type: precision_at_10
      value: 6.196
    - type: precision_at_100
      value: 0.9570000000000001
    - type: precision_at_1000
      value: 0.122
    - type: precision_at_20
      value: 3.6350000000000002
    - type: precision_at_3
      value: 15.337
    - type: precision_at_5
      value: 10.337
    - type: recall_at_1
      value: 27.301
    - type: recall_at_10
      value: 50.346999999999994
    - type: recall_at_100
      value: 74.459
    - type: recall_at_1000
      value: 90.018
    - type: recall_at_20
      value: 57.473
    - type: recall_at_3
      value: 39.672000000000004
    - type: recall_at_5
      value: 43.383
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB CQADupstackTexRetrieval (default)
      revision: 46989137a86843e03a6195de44b09deda022eec7
      split: test
      type: mteb/cqadupstack-tex
    metrics:
    - type: main_score
      value: 32.842
    - type: map_at_1
      value: 19.527
    - type: map_at_10
      value: 27.711999999999996
    - type: map_at_100
      value: 28.98
    - type: map_at_1000
      value: 29.108
    - type: map_at_20
      value: 28.407
    - type: map_at_3
      value: 25.023
    - type: map_at_5
      value: 26.528000000000002
    - type: mrr_at_1
      value: 23.675154852030282
    - type: mrr_at_10
      value: 31.810676323752784
    - type: mrr_at_100
      value: 32.788970614380716
    - type: mrr_at_1000
      value: 32.86028758975889
    - type: mrr_at_20
      value: 32.35935756676056
    - type: mrr_at_3
      value: 29.41615049323246
    - type: mrr_at_5
      value: 30.785730672172633
    - type: nauc_map_at_1000_diff1
      value: 35.597766688968015
    - type: nauc_map_at_1000_max
      value: 26.295790183159845
    - type: nauc_map_at_1000_std
      value: -0.04229904865958209
    - type: nauc_map_at_100_diff1
      value: 35.568782622469925
    - type: nauc_map_at_100_max
      value: 26.27850795471227
    - type: nauc_map_at_100_std
      value: -0.04944875782811099
    - type: nauc_map_at_10_diff1
      value: 35.63760937893694
    - type: nauc_map_at_10_max
      value: 26.130094042028233
    - type: nauc_map_at_10_std
      value: -0.6896882769027717
    - type: nauc_map_at_1_diff1
      value: 41.759098341890976
    - type: nauc_map_at_1_max
      value: 23.918885427783326
    - type: nauc_map_at_1_std
      value: -2.1383574897865074
    - type: nauc_map_at_20_diff1
      value: 35.55706530442612
    - type: nauc_map_at_20_max
      value: 26.23339626569677
    - type: nauc_map_at_20_std
      value: -0.162172033918129
    - type: nauc_map_at_3_diff1
      value: 37.22183376355153
    - type: nauc_map_at_3_max
      value: 25.770512522122186
    - type: nauc_map_at_3_std
      value: -1.3105892187778403
    - type: nauc_map_at_5_diff1
      value: 36.205913161663084
    - type: nauc_map_at_5_max
      value: 25.953300641502064
    - type: nauc_map_at_5_std
      value: -0.7987363137547906
    - type: nauc_mrr_at_1000_diff1
      value: 34.864016559617646
    - type: nauc_mrr_at_1000_max
      value: 26.8689525348564
    - type: nauc_mrr_at_1000_std
      value: -0.5839923973914446
    - type: nauc_mrr_at_100_diff1
      value: 34.83820469598538
    - type: nauc_mrr_at_100_max
      value: 26.864669056231282
    - type: nauc_mrr_at_100_std
      value: -0.5785645654158633
    - type: nauc_mrr_at_10_diff1
      value: 34.81868397381981
    - type: nauc_mrr_at_10_max
      value: 26.79988560460627
    - type: nauc_mrr_at_10_std
      value: -1.1113808365827318
    - type: nauc_mrr_at_1_diff1
      value: 40.0281507903504
    - type: nauc_mrr_at_1_max
      value: 25.036735941806583
    - type: nauc_mrr_at_1_std
      value: -2.508700799268523
    - type: nauc_mrr_at_20_diff1
      value: 34.81954537357966
    - type: nauc_mrr_at_20_max
      value: 26.877673033315453
    - type: nauc_mrr_at_20_std
      value: -0.6706028107452919
    - type: nauc_mrr_at_3_diff1
      value: 35.87313782549696
    - type: nauc_mrr_at_3_max
      value: 26.776261693392335
    - type: nauc_mrr_at_3_std
      value: -1.8010591328112908
    - type: nauc_mrr_at_5_diff1
      value: 35.31673912159536
    - type: nauc_mrr_at_5_max
      value: 26.78720786106881
    - type: nauc_mrr_at_5_std
      value: -1.3096326953900546
    - type: nauc_ndcg_at_1000_diff1
      value: 33.43105244339048
    - type: nauc_ndcg_at_1000_max
      value: 27.52195065724684
    - type: nauc_ndcg_at_1000_std
      value: 2.8376056562675744
    - type: nauc_ndcg_at_100_diff1
      value: 32.90916846420573
    - type: nauc_ndcg_at_100_max
      value: 27.27161017736065
    - type: nauc_ndcg_at_100_std
      value: 2.8703122625872126
    - type: nauc_ndcg_at_10_diff1
      value: 33.12714979317447
    - type: nauc_ndcg_at_10_max
      value: 26.67762031747992
    - type: nauc_ndcg_at_10_std
      value: -0.1341345572932233
    - type: nauc_ndcg_at_1_diff1
      value: 40.0281507903504
    - type: nauc_ndcg_at_1_max
      value: 25.036735941806583
    - type: nauc_ndcg_at_1_std
      value: -2.508700799268523
    - type: nauc_ndcg_at_20_diff1
      value: 32.891656138688546
    - type: nauc_ndcg_at_20_max
      value: 26.991976404027163
    - type: nauc_ndcg_at_20_std
      value: 1.6050741106677746
    - type: nauc_ndcg_at_3_diff1
      value: 35.576958713955484
    - type: nauc_ndcg_at_3_max
      value: 26.41687745899445
    - type: nauc_ndcg_at_3_std
      value: -1.5326687067002291
    - type: nauc_ndcg_at_5_diff1
      value: 34.27335619067276
    - type: nauc_ndcg_at_5_max
      value: 26.479515412084208
    - type: nauc_ndcg_at_5_std
      value: -0.5597648935666003
    - type: nauc_precision_at_1000_diff1
      value: -0.18660914306684007
    - type: nauc_precision_at_1000_max
      value: 7.268255385799229
    - type: nauc_precision_at_1000_std
      value: -0.1968875268478991
    - type: nauc_precision_at_100_diff1
      value: 7.386701205054449
    - type: nauc_precision_at_100_max
      value: 15.477735603019607
    - type: nauc_precision_at_100_std
      value: 4.753153414679307
    - type: nauc_precision_at_10_diff1
      value: 18.4668296945938
    - type: nauc_precision_at_10_max
      value: 25.457144217779597
    - type: nauc_precision_at_10_std
      value: 0.40165373733963605
    - type: nauc_precision_at_1_diff1
      value: 40.0281507903504
    - type: nauc_precision_at_1_max
      value: 25.036735941806583
    - type: nauc_precision_at_1_std
      value: -2.508700799268523
    - type: nauc_precision_at_20_diff1
      value: 14.751135844289335
    - type: nauc_precision_at_20_max
      value: 22.763373329576293
    - type: nauc_precision_at_20_std
      value: 4.360731801761864
    - type: nauc_precision_at_3_diff1
      value: 28.154753888265393
    - type: nauc_precision_at_3_max
      value: 27.838427033527147
    - type: nauc_precision_at_3_std
      value: -1.0042621266717804
    - type: nauc_precision_at_5_diff1
      value: 23.549026872711423
    - type: nauc_precision_at_5_max
      value: 27.192214745385044
    - type: nauc_precision_at_5_std
      value: 0.4455206110174471
    - type: nauc_recall_at_1000_diff1
      value: 17.905404210815632
    - type: nauc_recall_at_1000_max
      value: 32.8674418535776
    - type: nauc_recall_at_1000_std
      value: 35.187050415735435
    - type: nauc_recall_at_100_diff1
      value: 20.903609751984757
    - type: nauc_recall_at_100_max
      value: 27.180306691518364
    - type: nauc_recall_at_100_std
      value: 17.553030959393297
    - type: nauc_recall_at_10_diff1
      value: 25.615147693464387
    - type: nauc_recall_at_10_max
      value: 25.97062699453565
    - type: nauc_recall_at_10_std
      value: 2.2181702899826576
    - type: nauc_recall_at_1_diff1
      value: 41.759098341890976
    - type: nauc_recall_at_1_max
      value: 23.918885427783326
    - type: nauc_recall_at_1_std
      value: -2.1383574897865074
    - type: nauc_recall_at_20_diff1
      value: 23.922775940094386
    - type: nauc_recall_at_20_max
      value: 26.384627814902785
    - type: nauc_recall_at_20_std
      value: 7.944532403561578
    - type: nauc_recall_at_3_diff1
      value: 32.26543270634743
    - type: nauc_recall_at_3_max
      value: 26.36357710828272
    - type: nauc_recall_at_3_std
      value: -0.42723331708340706
    - type: nauc_recall_at_5_diff1
      value: 29.080464141763336
    - type: nauc_recall_at_5_max
      value: 25.81238438303652
    - type: nauc_recall_at_5_std
      value: 1.1649311168287726
    - type: ndcg_at_1
      value: 23.674999999999997
    - type: ndcg_at_10
      value: 32.842
    - type: ndcg_at_100
      value: 38.64
    - type: ndcg_at_1000
      value: 41.367
    - type: ndcg_at_20
      value: 35.032999999999994
    - type: ndcg_at_3
      value: 28.166000000000004
    - type: ndcg_at_5
      value: 30.407
    - type: precision_at_1
      value: 23.674999999999997
    - type: precision_at_10
      value: 6.005
    - type: precision_at_100
      value: 1.053
    - type: precision_at_1000
      value: 0.146
    - type: precision_at_20
      value: 3.6580000000000004
    - type: precision_at_3
      value: 13.352
    - type: precision_at_5
      value: 9.718
    - type: recall_at_1
      value: 19.527
    - type: recall_at_10
      value: 44.096999999999994
    - type: recall_at_100
      value: 69.962
    - type: recall_at_1000
      value: 89.035
    - type: recall_at_20
      value: 52.166000000000004
    - type: recall_at_3
      value: 30.946
    - type: recall_at_5
      value: 36.789
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB CQADupstackUnixRetrieval (default)
      revision: 6c6430d3a6d36f8d2a829195bc5dc94d7e063e53
      split: test
      type: mteb/cqadupstack-unix
    metrics:
    - type: main_score
      value: 46.54
    - type: map_at_1
      value: 29.953999999999997
    - type: map_at_10
      value: 40.742
    - type: map_at_100
      value: 41.964
    - type: map_at_1000
      value: 42.059999999999995
    - type: map_at_20
      value: 41.426
    - type: map_at_3
      value: 37.378
    - type: map_at_5
      value: 39.267
    - type: mrr_at_1
      value: 34.701492537313435
    - type: mrr_at_10
      value: 44.29978085761664
    - type: mrr_at_100
      value: 45.205551401915486
    - type: mrr_at_1000
      value: 45.24735017384963
    - type: mrr_at_20
      value: 44.85338423755729
    - type: mrr_at_3
      value: 41.57338308457707
    - type: mrr_at_5
      value: 43.19185323383077
    - type: nauc_map_at_1000_diff1
      value: 48.45170522932164
    - type: nauc_map_at_1000_max
      value: 31.544164363591204
    - type: nauc_map_at_1000_std
      value: 0.8661088818146858
    - type: nauc_map_at_100_diff1
      value: 48.47347800061323
    - type: nauc_map_at_100_max
      value: 31.568637596620313
    - type: nauc_map_at_100_std
      value: 0.9252699336843858
    - type: nauc_map_at_10_diff1
      value: 48.64849891585432
    - type: nauc_map_at_10_max
      value: 31.40371265579746
    - type: nauc_map_at_10_std
      value: 0.7088016563713089
    - type: nauc_map_at_1_diff1
      value: 53.57918993108331
    - type: nauc_map_at_1_max
      value: 31.392632653740993
    - type: nauc_map_at_1_std
      value: -2.857306170463933
    - type: nauc_map_at_20_diff1
      value: 48.49084353023969
    - type: nauc_map_at_20_max
      value: 31.470313174779374
    - type: nauc_map_at_20_std
      value: 0.8950296035234309
    - type: nauc_map_at_3_diff1
      value: 49.273481161619806
    - type: nauc_map_at_3_max
      value: 31.101471509782826
    - type: nauc_map_at_3_std
      value: -0.886510096257905
    - type: nauc_map_at_5_diff1
      value: 48.85344288229106
    - type: nauc_map_at_5_max
      value: 31.32633663238284
    - type: nauc_map_at_5_std
      value: -0.44752909698881177
    - type: nauc_mrr_at_1000_diff1
      value: 46.27593166906613
    - type: nauc_mrr_at_1000_max
      value: 31.637594372116336
    - type: nauc_mrr_at_1000_std
      value: 0.8444917550670064
    - type: nauc_mrr_at_100_diff1
      value: 46.27161543033672
    - type: nauc_mrr_at_100_max
      value: 31.64330655339695
    - type: nauc_mrr_at_100_std
      value: 0.8717446416398773
    - type: nauc_mrr_at_10_diff1
      value: 46.100348481312864
    - type: nauc_mrr_at_10_max
      value: 31.594271897882237
    - type: nauc_mrr_at_10_std
      value: 0.8807168907688873
    - type: nauc_mrr_at_1_diff1
      value: 51.35163098909763
    - type: nauc_mrr_at_1_max
      value: 31.99084441327899
    - type: nauc_mrr_at_1_std
      value: -2.688594880742662
    - type: nauc_mrr_at_20_diff1
      value: 46.18178546174727
    - type: nauc_mrr_at_20_max
      value: 31.639111674119448
    - type: nauc_mrr_at_20_std
      value: 0.9855008641374622
    - type: nauc_mrr_at_3_diff1
      value: 46.307484835305864
    - type: nauc_mrr_at_3_max
      value: 31.35563850804847
    - type: nauc_mrr_at_3_std
      value: -0.3419536587707561
    - type: nauc_mrr_at_5_diff1
      value: 46.17646418781234
    - type: nauc_mrr_at_5_max
      value: 31.313474270239833
    - type: nauc_mrr_at_5_std
      value: -0.08656550526568331
    - type: nauc_ndcg_at_1000_diff1
      value: 46.12095795101613
    - type: nauc_ndcg_at_1000_max
      value: 31.989083597726314
    - type: nauc_ndcg_at_1000_std
      value: 3.2965704707660763
    - type: nauc_ndcg_at_100_diff1
      value: 46.05376249841318
    - type: nauc_ndcg_at_100_max
      value: 32.39195988574972
    - type: nauc_ndcg_at_100_std
      value: 4.518018135593347
    - type: nauc_ndcg_at_10_diff1
      value: 46.133631183744875
    - type: nauc_ndcg_at_10_max
      value: 31.45358876172339
    - type: nauc_ndcg_at_10_std
      value: 3.4254370918871055
    - type: nauc_ndcg_at_1_diff1
      value: 51.35163098909763
    - type: nauc_ndcg_at_1_max
      value: 31.99084441327899
    - type: nauc_ndcg_at_1_std
      value: -2.688594880742662
    - type: nauc_ndcg_at_20_diff1
      value: 45.94584949766954
    - type: nauc_ndcg_at_20_max
      value: 31.689777515111295
    - type: nauc_ndcg_at_20_std
      value: 4.189082428922442
    - type: nauc_ndcg_at_3_diff1
      value: 46.5057835389752
    - type: nauc_ndcg_at_3_max
      value: 30.941407592082047
    - type: nauc_ndcg_at_3_std
      value: -0.042473944857831535
    - type: nauc_ndcg_at_5_diff1
      value: 46.369027395136136
    - type: nauc_ndcg_at_5_max
      value: 31.057841776505352
    - type: nauc_ndcg_at_5_std
      value: 0.6878993420489522
    - type: nauc_precision_at_1000_diff1
      value: -17.30759714093202
    - type: nauc_precision_at_1000_max
      value: -4.441155558458858
    - type: nauc_precision_at_1000_std
      value: 1.5537300718220326
    - type: nauc_precision_at_100_diff1
      value: -7.18920438222021
    - type: nauc_precision_at_100_max
      value: 8.017878121399253
    - type: nauc_precision_at_100_std
      value: 11.357132919349102
    - type: nauc_precision_at_10_diff1
      value: 15.202451884794076
    - type: nauc_precision_at_10_max
      value: 19.077295902881417
    - type: nauc_precision_at_10_std
      value: 9.885526867355805
    - type: nauc_precision_at_1_diff1
      value: 51.35163098909763
    - type: nauc_precision_at_1_max
      value: 31.99084441327899
    - type: nauc_precision_at_1_std
      value: -2.688594880742662
    - type: nauc_precision_at_20_diff1
      value: 6.827461091494899
    - type: nauc_precision_at_20_max
      value: 15.27268633497114
    - type: nauc_precision_at_20_std
      value: 11.515826649647384
    - type: nauc_precision_at_3_diff1
      value: 31.043021807472027
    - type: nauc_precision_at_3_max
      value: 26.22457157531548
    - type: nauc_precision_at_3_std
      value: 1.788215968301994
    - type: nauc_precision_at_5_diff1
      value: 25.030185818513235
    - type: nauc_precision_at_5_max
      value: 23.680129160901537
    - type: nauc_precision_at_5_std
      value: 4.303018899688115
    - type: nauc_recall_at_1000_diff1
      value: 28.68826642607512
    - type: nauc_recall_at_1000_max
      value: 42.33849804103852
    - type: nauc_recall_at_1000_std
      value: 42.67413575876864
    - type: nauc_recall_at_100_diff1
      value: 36.51494878715
    - type: nauc_recall_at_100_max
      value: 37.4764995034434
    - type: nauc_recall_at_100_std
      value: 28.295671266661017
    - type: nauc_recall_at_10_diff1
      value: 39.416721111463524
    - type: nauc_recall_at_10_max
      value: 29.95985608454179
    - type: nauc_recall_at_10_std
      value: 12.423335839786201
    - type: nauc_recall_at_1_diff1
      value: 53.57918993108331
    - type: nauc_recall_at_1_max
      value: 31.392632653740993
    - type: nauc_recall_at_1_std
      value: -2.857306170463933
    - type: nauc_recall_at_20_diff1
      value: 38.228803480194046
    - type: nauc_recall_at_20_max
      value: 30.87261362975955
    - type: nauc_recall_at_20_std
      value: 16.977113091834095
    - type: nauc_recall_at_3_diff1
      value: 43.154348566653155
    - type: nauc_recall_at_3_max
      value: 29.54536633744803
    - type: nauc_recall_at_3_std
      value: 2.02842672250621
    - type: nauc_recall_at_5_diff1
      value: 41.00436246072242
    - type: nauc_recall_at_5_max
      value: 29.413569555348023
    - type: nauc_recall_at_5_std
      value: 3.845214021958289
    - type: ndcg_at_1
      value: 34.701
    - type: ndcg_at_10
      value: 46.54
    - type: ndcg_at_100
      value: 51.754999999999995
    - type: ndcg_at_1000
      value: 53.71
    - type: ndcg_at_20
      value: 48.679
    - type: ndcg_at_3
      value: 40.892
    - type: ndcg_at_5
      value: 43.595
    - type: precision_at_1
      value: 34.701
    - type: precision_at_10
      value: 8.004
    - type: precision_at_100
      value: 1.185
    - type: precision_at_1000
      value: 0.145
    - type: precision_at_20
      value: 4.632
    - type: precision_at_3
      value: 18.719
    - type: precision_at_5
      value: 13.245999999999999
    - type: recall_at_1
      value: 29.953999999999997
    - type: recall_at_10
      value: 60.246
    - type: recall_at_100
      value: 82.128
    - type: recall_at_1000
      value: 95.622
    - type: recall_at_20
      value: 67.756
    - type: recall_at_3
      value: 45.096000000000004
    - type: recall_at_5
      value: 51.9
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB CQADupstackWebmastersRetrieval (default)
      revision: 160c094312a0e1facb97e55eeddb698c0abe3571
      split: test
      type: mteb/cqadupstack-webmasters
    metrics:
    - type: main_score
      value: 44.718999999999994
    - type: map_at_1
      value: 28.383999999999997
    - type: map_at_10
      value: 38.422
    - type: map_at_100
      value: 40.058
    - type: map_at_1000
      value: 40.276
    - type: map_at_20
      value: 39.301
    - type: map_at_3
      value: 35.205
    - type: map_at_5
      value: 36.803999999999995
    - type: mrr_at_1
      value: 33.59683794466403
    - type: mrr_at_10
      value: 42.837536859275986
    - type: mrr_at_100
      value: 43.7501703455481
    - type: mrr_at_1000
      value: 43.79258407771123
    - type: mrr_at_20
      value: 43.36044710445095
    - type: mrr_at_3
      value: 40.15151515151516
    - type: mrr_at_5
      value: 41.74242424242425
    - type: nauc_map_at_1000_diff1
      value: 47.934826596875304
    - type: nauc_map_at_1000_max
      value: 32.39759438116062
    - type: nauc_map_at_1000_std
      value: 0.9489007346763054
    - type: nauc_map_at_100_diff1
      value: 47.94844822157888
    - type: nauc_map_at_100_max
      value: 32.51485845519537
    - type: nauc_map_at_100_std
      value: 0.8094339925545622
    - type: nauc_map_at_10_diff1
      value: 48.251456404874645
    - type: nauc_map_at_10_max
      value: 31.412906399154245
    - type: nauc_map_at_10_std
      value: -0.7024825737369933
    - type: nauc_map_at_1_diff1
      value: 55.81906101970174
    - type: nauc_map_at_1_max
      value: 31.811715334193796
    - type: nauc_map_at_1_std
      value: -6.17056859281584
    - type: nauc_map_at_20_diff1
      value: 47.80902650237369
    - type: nauc_map_at_20_max
      value: 32.22465403023091
    - type: nauc_map_at_20_std
      value: 0.20706526946705656
    - type: nauc_map_at_3_diff1
      value: 49.97333984346632
    - type: nauc_map_at_3_max
      value: 31.58195498640799
    - type: nauc_map_at_3_std
      value: -2.577539707727459
    - type: nauc_map_at_5_diff1
      value: 49.40005767350608
    - type: nauc_map_at_5_max
      value: 30.998435600377434
    - type: nauc_map_at_5_std
      value: -2.1231771618690307
    - type: nauc_mrr_at_1000_diff1
      value: 46.86811371969663
    - type: nauc_mrr_at_1000_max
      value: 31.25147138171024
    - type: nauc_mrr_at_1000_std
      value: 1.9954422477585918
    - type: nauc_mrr_at_100_diff1
      value: 46.855870345882195
    - type: nauc_mrr_at_100_max
      value: 31.263524035665966
    - type: nauc_mrr_at_100_std
      value: 2.0160751193806568
    - type: nauc_mrr_at_10_diff1
      value: 46.93294772825783
    - type: nauc_mrr_at_10_max
      value: 30.927002048701663
    - type: nauc_mrr_at_10_std
      value: 1.6538220080908224
    - type: nauc_mrr_at_1_diff1
      value: 52.416386548395664
    - type: nauc_mrr_at_1_max
      value: 32.28582003787206
    - type: nauc_mrr_at_1_std
      value: -2.154991145714492
    - type: nauc_mrr_at_20_diff1
      value: 46.71796185319694
    - type: nauc_mrr_at_20_max
      value: 31.16219902794994
    - type: nauc_mrr_at_20_std
      value: 1.8590646572728409
    - type: nauc_mrr_at_3_diff1
      value: 47.697100317669914
    - type: nauc_mrr_at_3_max
      value: 30.821806030159383
    - type: nauc_mrr_at_3_std
      value: 1.1927626358099177
    - type: nauc_mrr_at_5_diff1
      value: 47.065272061365704
    - type: nauc_mrr_at_5_max
      value: 30.299230962805023
    - type: nauc_mrr_at_5_std
      value: 1.3225842862629529
    - type: nauc_ndcg_at_1000_diff1
      value: 45.20612583136058
    - type: nauc_ndcg_at_1000_max
      value: 33.51931869947315
    - type: nauc_ndcg_at_1000_std
      value: 4.923707509620363
    - type: nauc_ndcg_at_100_diff1
      value: 44.76206243393775
    - type: nauc_ndcg_at_100_max
      value: 33.57771606755598
    - type: nauc_ndcg_at_100_std
      value: 5.30915563331338
    - type: nauc_ndcg_at_10_diff1
      value: 45.12714032463827
    - type: nauc_ndcg_at_10_max
      value: 30.351909495610492
    - type: nauc_ndcg_at_10_std
      value: 2.3972947289996873
    - type: nauc_ndcg_at_1_diff1
      value: 52.416386548395664
    - type: nauc_ndcg_at_1_max
      value: 32.28582003787206
    - type: nauc_ndcg_at_1_std
      value: -2.154991145714492
    - type: nauc_ndcg_at_20_diff1
      value: 44.20281844000005
    - type: nauc_ndcg_at_20_max
      value: 32.14112739396226
    - type: nauc_ndcg_at_20_std
      value: 3.3971385462591916
    - type: nauc_ndcg_at_3_diff1
      value: 47.0633767031858
    - type: nauc_ndcg_at_3_max
      value: 31.032896053733435
    - type: nauc_ndcg_at_3_std
      value: 0.6827544906310201
    - type: nauc_ndcg_at_5_diff1
      value: 46.735352294106484
    - type: nauc_ndcg_at_5_max
      value: 29.784992270528544
    - type: nauc_ndcg_at_5_std
      value: 0.8685943819516141
    - type: nauc_precision_at_1000_diff1
      value: -12.223330179860852
    - type: nauc_precision_at_1000_max
      value: -9.266492213777273
    - type: nauc_precision_at_1000_std
      value: 19.0569899587788
    - type: nauc_precision_at_100_diff1
      value: -5.803751085072067
    - type: nauc_precision_at_100_max
      value: 3.448932057044294
    - type: nauc_precision_at_100_std
      value: 23.470863527030627
    - type: nauc_precision_at_10_diff1
      value: 8.887357341361907
    - type: nauc_precision_at_10_max
      value: 18.67165390928126
    - type: nauc_precision_at_10_std
      value: 19.158543337955404
    - type: nauc_precision_at_1_diff1
      value: 52.416386548395664
    - type: nauc_precision_at_1_max
      value: 32.28582003787206
    - type: nauc_precision_at_1_std
      value: -2.154991145714492
    - type: nauc_precision_at_20_diff1
      value: 0.942496138409553
    - type: nauc_precision_at_20_max
      value: 18.86957127610774
    - type: nauc_precision_at_20_std
      value: 24.075503903246496
    - type: nauc_precision_at_3_diff1
      value: 28.15363877307106
    - type: nauc_precision_at_3_max
      value: 27.064928137991824
    - type: nauc_precision_at_3_std
      value: 8.632807104504753
    - type: nauc_precision_at_5_diff1
      value: 20.805862332497973
    - type: nauc_precision_at_5_max
      value: 21.420201475758404
    - type: nauc_precision_at_5_std
      value: 12.380239645425714
    - type: nauc_recall_at_1000_diff1
      value: 18.478341468055547
    - type: nauc_recall_at_1000_max
      value: 56.293560115074506
    - type: nauc_recall_at_1000_std
      value: 64.31607185065428
    - type: nauc_recall_at_100_diff1
      value: 26.737267337771886
    - type: nauc_recall_at_100_max
      value: 38.011889141496326
    - type: nauc_recall_at_100_std
      value: 30.44904690114732
    - type: nauc_recall_at_10_diff1
      value: 35.22772732735716
    - type: nauc_recall_at_10_max
      value: 26.000054115159486
    - type: nauc_recall_at_10_std
      value: 5.174264254271206
    - type: nauc_recall_at_1_diff1
      value: 55.81906101970174
    - type: nauc_recall_at_1_max
      value: 31.811715334193796
    - type: nauc_recall_at_1_std
      value: -6.17056859281584
    - type: nauc_recall_at_20_diff1
      value: 30.48493302415641
    - type: nauc_recall_at_20_max
      value: 31.05487040370753
    - type: nauc_recall_at_20_std
      value: 10.319948318834136
    - type: nauc_recall_at_3_diff1
      value: 43.12289512340243
    - type: nauc_recall_at_3_max
      value: 28.176279771026135
    - type: nauc_recall_at_3_std
      value: -0.1775154523381921
    - type: nauc_recall_at_5_diff1
      value: 40.9934933741234
    - type: nauc_recall_at_5_max
      value: 25.569156290584733
    - type: nauc_recall_at_5_std
      value: 0.21166696686855038
    - type: ndcg_at_1
      value: 33.597
    - type: ndcg_at_10
      value: 44.718999999999994
    - type: ndcg_at_100
      value: 50.324000000000005
    - type: ndcg_at_1000
      value: 52.468
    - type: ndcg_at_20
      value: 46.822
    - type: ndcg_at_3
      value: 39.558
    - type: ndcg_at_5
      value: 41.827999999999996
    - type: precision_at_1
      value: 33.597
    - type: precision_at_10
      value: 8.735
    - type: precision_at_100
      value: 1.6420000000000001
    - type: precision_at_1000
      value: 0.246
    - type: precision_at_20
      value: 5.375
    - type: precision_at_3
      value: 18.511
    - type: precision_at_5
      value: 13.399
    - type: recall_at_1
      value: 28.383999999999997
    - type: recall_at_10
      value: 56.425000000000004
    - type: recall_at_100
      value: 82.01899999999999
    - type: recall_at_1000
      value: 95.285
    - type: recall_at_20
      value: 64.615
    - type: recall_at_3
      value: 42.171
    - type: recall_at_5
      value: 48.296
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB CQADupstackWordpressRetrieval (default)
      revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4
      split: test
      type: mteb/cqadupstack-wordpress
    metrics:
    - type: main_score
      value: 38.269999999999996
    - type: map_at_1
      value: 25.324999999999996
    - type: map_at_10
      value: 33.263
    - type: map_at_100
      value: 34.304
    - type: map_at_1000
      value: 34.394000000000005
    - type: map_at_20
      value: 33.827
    - type: map_at_3
      value: 30.259999999999998
    - type: map_at_5
      value: 31.832
    - type: mrr_at_1
      value: 27.171903881700555
    - type: mrr_at_10
      value: 35.334991051257234
    - type: mrr_at_100
      value: 36.251283465952355
    - type: mrr_at_1000
      value: 36.316236092511055
    - type: mrr_at_20
      value: 35.87141909945257
    - type: mrr_at_3
      value: 32.71719038817007
    - type: mrr_at_5
      value: 34.19593345656194
    - type: nauc_map_at_1000_diff1
      value: 39.614836211522714
    - type: nauc_map_at_1000_max
      value: 22.019768626310192
    - type: nauc_map_at_1000_std
      value: -1.5238708712112499
    - type: nauc_map_at_100_diff1
      value: 39.63008548572307
    - type: nauc_map_at_100_max
      value: 22.044756063752345
    - type: nauc_map_at_100_std
      value: -1.4869190221494792
    - type: nauc_map_at_10_diff1
      value: 39.73025012395569
    - type: nauc_map_at_10_max
      value: 22.117710178892107
    - type: nauc_map_at_10_std
      value: -2.5129984871932973
    - type: nauc_map_at_1_diff1
      value: 45.015617718902654
    - type: nauc_map_at_1_max
      value: 19.313800263189638
    - type: nauc_map_at_1_std
      value: -4.763931386681675
    - type: nauc_map_at_20_diff1
      value: 39.53678019013766
    - type: nauc_map_at_20_max
      value: 21.880316719428258
    - type: nauc_map_at_20_std
      value: -1.882003994523355
    - type: nauc_map_at_3_diff1
      value: 40.37307665298228
    - type: nauc_map_at_3_max
      value: 20.851976075322533
    - type: nauc_map_at_3_std
      value: -2.429569082966531
    - type: nauc_map_at_5_diff1
      value: 39.763015635086
    - type: nauc_map_at_5_max
      value: 22.010102196900725
    - type: nauc_map_at_5_std
      value: -2.654896415670943
    - type: nauc_mrr_at_1000_diff1
      value: 39.74071733680025
    - type: nauc_mrr_at_1000_max
      value: 21.67309640681989
    - type: nauc_mrr_at_1000_std
      value: -1.4003373135477462
    - type: nauc_mrr_at_100_diff1
      value: 39.730614151966485
    - type: nauc_mrr_at_100_max
      value: 21.678390048971767
    - type: nauc_mrr_at_100_std
      value: -1.3655362623563931
    - type: nauc_mrr_at_10_diff1
      value: 39.7900031013241
    - type: nauc_mrr_at_10_max
      value: 21.73643491725051
    - type: nauc_mrr_at_10_std
      value: -2.1175389838696312
    - type: nauc_mrr_at_1_diff1
      value: 46.165736140679776
    - type: nauc_mrr_at_1_max
      value: 20.071083446822147
    - type: nauc_mrr_at_1_std
      value: -5.018909100858311
    - type: nauc_mrr_at_20_diff1
      value: 39.6371295762885
    - type: nauc_mrr_at_20_max
      value: 21.659557440270973
    - type: nauc_mrr_at_20_std
      value: -1.4909603958341686
    - type: nauc_mrr_at_3_diff1
      value: 40.351150322758876
    - type: nauc_mrr_at_3_max
      value: 20.83706249041544
    - type: nauc_mrr_at_3_std
      value: -1.956027373253151
    - type: nauc_mrr_at_5_diff1
      value: 39.57759107791911
    - type: nauc_mrr_at_5_max
      value: 21.79552045204151
    - type: nauc_mrr_at_5_std
      value: -2.1507013120951126
    - type: nauc_ndcg_at_1000_diff1
      value: 37.717619356839016
    - type: nauc_ndcg_at_1000_max
      value: 22.545375504379805
    - type: nauc_ndcg_at_1000_std
      value: 1.682348628141016
    - type: nauc_ndcg_at_100_diff1
      value: 37.656027803682626
    - type: nauc_ndcg_at_100_max
      value: 22.49278246383637
    - type: nauc_ndcg_at_100_std
      value: 2.6818118152357773
    - type: nauc_ndcg_at_10_diff1
      value: 37.834954205539766
    - type: nauc_ndcg_at_10_max
      value: 22.655839885558443
    - type: nauc_ndcg_at_10_std
      value: -1.97159619786231
    - type: nauc_ndcg_at_1_diff1
      value: 46.165736140679776
    - type: nauc_ndcg_at_1_max
      value: 20.071083446822147
    - type: nauc_ndcg_at_1_std
      value: -5.018909100858311
    - type: nauc_ndcg_at_20_diff1
      value: 37.171914857454304
    - type: nauc_ndcg_at_20_max
      value: 21.858904801745897
    - type: nauc_ndcg_at_20_std
      value: 0.3809854859496657
    - type: nauc_ndcg_at_3_diff1
      value: 38.4460623883955
    - type: nauc_ndcg_at_3_max
      value: 20.95244159463402
    - type: nauc_ndcg_at_3_std
      value: -1.2685011660086651
    - type: nauc_ndcg_at_5_diff1
      value: 37.48831054573054
    - type: nauc_ndcg_at_5_max
      value: 22.625921624640526
    - type: nauc_ndcg_at_5_std
      value: -2.049221092724925
    - type: nauc_precision_at_1000_diff1
      value: -19.120500628263994
    - type: nauc_precision_at_1000_max
      value: -6.650707109047473
    - type: nauc_precision_at_1000_std
      value: 15.71193179253002
    - type: nauc_precision_at_100_diff1
      value: 6.254606806876069
    - type: nauc_precision_at_100_max
      value: 14.601826922181823
    - type: nauc_precision_at_100_std
      value: 28.38299592246453
    - type: nauc_precision_at_10_diff1
      value: 22.978614338670816
    - type: nauc_precision_at_10_max
      value: 23.04146766323557
    - type: nauc_precision_at_10_std
      value: 6.226264308612577
    - type: nauc_precision_at_1_diff1
      value: 46.165736140679776
    - type: nauc_precision_at_1_max
      value: 20.071083446822147
    - type: nauc_precision_at_1_std
      value: -5.018909100858311
    - type: nauc_precision_at_20_diff1
      value: 17.681032853225602
    - type: nauc_precision_at_20_max
      value: 18.66680304585122
    - type: nauc_precision_at_20_std
      value: 15.34896796713905
    - type: nauc_precision_at_3_diff1
      value: 31.359396694559194
    - type: nauc_precision_at_3_max
      value: 22.279263308973274
    - type: nauc_precision_at_3_std
      value: 3.6302537979529035
    - type: nauc_precision_at_5_diff1
      value: 26.32257879892933
    - type: nauc_precision_at_5_max
      value: 25.402524493181026
    - type: nauc_precision_at_5_std
      value: 4.731450603747359
    - type: nauc_recall_at_1000_diff1
      value: 23.562925244967875
    - type: nauc_recall_at_1000_max
      value: 30.737399333586797
    - type: nauc_recall_at_1000_std
      value: 34.19418935008663
    - type: nauc_recall_at_100_diff1
      value: 28.703574970574824
    - type: nauc_recall_at_100_max
      value: 22.448663600170278
    - type: nauc_recall_at_100_std
      value: 24.53297349042035
    - type: nauc_recall_at_10_diff1
      value: 31.73603907811882
    - type: nauc_recall_at_10_max
      value: 23.453183748640765
    - type: nauc_recall_at_10_std
      value: -1.8279054407176274
    - type: nauc_recall_at_1_diff1
      value: 45.015617718902654
    - type: nauc_recall_at_1_max
      value: 19.313800263189638
    - type: nauc_recall_at_1_std
      value: -4.763931386681675
    - type: nauc_recall_at_20_diff1
      value: 28.74169081866096
    - type: nauc_recall_at_20_max
      value: 20.035509169577324
    - type: nauc_recall_at_20_std
      value: 7.371615811227748
    - type: nauc_recall_at_3_diff1
      value: 34.09890157333362
    - type: nauc_recall_at_3_max
      value: 20.46565842748346
    - type: nauc_recall_at_3_std
      value: -0.4337283067447526
    - type: nauc_recall_at_5_diff1
      value: 30.974580787842402
    - type: nauc_recall_at_5_max
      value: 23.76379349487105
    - type: nauc_recall_at_5_std
      value: -1.8407515927979428
    - type: ndcg_at_1
      value: 27.172
    - type: ndcg_at_10
      value: 38.269999999999996
    - type: ndcg_at_100
      value: 43.338
    - type: ndcg_at_1000
      value: 45.594
    - type: ndcg_at_20
      value: 40.256
    - type: ndcg_at_3
      value: 32.673
    - type: ndcg_at_5
      value: 35.224
    - type: precision_at_1
      value: 27.172
    - type: precision_at_10
      value: 6.063000000000001
    - type: precision_at_100
      value: 0.9259999999999999
    - type: precision_at_1000
      value: 0.123
    - type: precision_at_20
      value: 3.5029999999999997
    - type: precision_at_3
      value: 13.74
    - type: precision_at_5
      value: 9.797
    - type: recall_at_1
      value: 25.324999999999996
    - type: recall_at_10
      value: 51.634
    - type: recall_at_100
      value: 74.687
    - type: recall_at_1000
      value: 91.412
    - type: recall_at_20
      value: 59.207
    - type: recall_at_3
      value: 36.678
    - type: recall_at_5
      value: 42.742999999999995
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB ClimateFEVER (default)
      revision: 47f2ac6acb640fc46020b02a5b59fdda04d39380
      split: test
      type: mteb/climate-fever
    metrics:
    - type: main_score
      value: 36.853
    - type: map_at_1
      value: 15.371000000000002
    - type: map_at_10
      value: 27.122
    - type: map_at_100
      value: 29.226000000000003
    - type: map_at_1000
      value: 29.409999999999997
    - type: map_at_20
      value: 28.274
    - type: map_at_3
      value: 22.431
    - type: map_at_5
      value: 24.877
    - type: mrr_at_1
      value: 34.13680781758958
    - type: mrr_at_10
      value: 47.265911793599145
    - type: mrr_at_100
      value: 48.028369995763846
    - type: mrr_at_1000
      value: 48.05317022537804
    - type: mrr_at_20
      value: 47.75785292259516
    - type: mrr_at_3
      value: 43.887079261672156
    - type: mrr_at_5
      value: 45.906623235613544
    - type: nauc_map_at_1000_diff1
      value: 24.949211292921547
    - type: nauc_map_at_1000_max
      value: 38.69844483304584
    - type: nauc_map_at_1000_std
      value: 18.336359440844753
    - type: nauc_map_at_100_diff1
      value: 24.8951732982492
    - type: nauc_map_at_100_max
      value: 38.65049158594052
    - type: nauc_map_at_100_std
      value: 18.28935278388095
    - type: nauc_map_at_10_diff1
      value: 24.606032216798273
    - type: nauc_map_at_10_max
      value: 38.00608351559887
    - type: nauc_map_at_10_std
      value: 16.61261615173358
    - type: nauc_map_at_1_diff1
      value: 30.83614944448221
    - type: nauc_map_at_1_max
      value: 33.757528532809
    - type: nauc_map_at_1_std
      value: 8.880622713261126
    - type: nauc_map_at_20_diff1
      value: 24.75491310922017
    - type: nauc_map_at_20_max
      value: 38.353679076398834
    - type: nauc_map_at_20_std
      value: 17.58637493443171
    - type: nauc_map_at_3_diff1
      value: 25.563085273287083
    - type: nauc_map_at_3_max
      value: 35.14515679047155
    - type: nauc_map_at_3_std
      value: 11.75594869817732
    - type: nauc_map_at_5_diff1
      value: 24.815807517691614
    - type: nauc_map_at_5_max
      value: 36.25905426665983
    - type: nauc_map_at_5_std
      value: 14.516391726180697
    - type: nauc_mrr_at_1000_diff1
      value: 27.948233427121274
    - type: nauc_mrr_at_1000_max
      value: 37.5893640945859
    - type: nauc_mrr_at_1000_std
      value: 19.588442449629763
    - type: nauc_mrr_at_100_diff1
      value: 27.947962345854037
    - type: nauc_mrr_at_100_max
      value: 37.60375479481945
    - type: nauc_mrr_at_100_std
      value: 19.614791576283793
    - type: nauc_mrr_at_10_diff1
      value: 27.882311310262136
    - type: nauc_mrr_at_10_max
      value: 37.58580968074054
    - type: nauc_mrr_at_10_std
      value: 19.49875186170201
    - type: nauc_mrr_at_1_diff1
      value: 28.017413073648477
    - type: nauc_mrr_at_1_max
      value: 32.87710191514022
    - type: nauc_mrr_at_1_std
      value: 14.04889142608459
    - type: nauc_mrr_at_20_diff1
      value: 27.89129925771968
    - type: nauc_mrr_at_20_max
      value: 37.6142863106945
    - type: nauc_mrr_at_20_std
      value: 19.645390143394163
    - type: nauc_mrr_at_3_diff1
      value: 27.99609559690795
    - type: nauc_mrr_at_3_max
      value: 36.87362332456197
    - type: nauc_mrr_at_3_std
      value: 18.598416821915333
    - type: nauc_mrr_at_5_diff1
      value: 27.68306089976716
    - type: nauc_mrr_at_5_max
      value: 37.12264485659723
    - type: nauc_mrr_at_5_std
      value: 19.18875305730564
    - type: nauc_ndcg_at_1000_diff1
      value: 25.736779186453777
    - type: nauc_ndcg_at_1000_max
      value: 41.93281139456004
    - type: nauc_ndcg_at_1000_std
      value: 25.179038422659993
    - type: nauc_ndcg_at_100_diff1
      value: 25.144796623848322
    - type: nauc_ndcg_at_100_max
      value: 41.72820916876173
    - type: nauc_ndcg_at_100_std
      value: 25.12851686850754
    - type: nauc_ndcg_at_10_diff1
      value: 24.321249191226652
    - type: nauc_ndcg_at_10_max
      value: 40.23711916935706
    - type: nauc_ndcg_at_10_std
      value: 20.89060972334557
    - type: nauc_ndcg_at_1_diff1
      value: 28.017413073648477
    - type: nauc_ndcg_at_1_max
      value: 32.87710191514022
    - type: nauc_ndcg_at_1_std
      value: 14.04889142608459
    - type: nauc_ndcg_at_20_diff1
      value: 24.5090484877482
    - type: nauc_ndcg_at_20_max
      value: 40.752854032983606
    - type: nauc_ndcg_at_20_std
      value: 22.70331074781384
    - type: nauc_ndcg_at_3_diff1
      value: 25.13499057756147
    - type: nauc_ndcg_at_3_max
      value: 35.8325682137567
    - type: nauc_ndcg_at_3_std
      value: 15.23768392706637
    - type: nauc_ndcg_at_5_diff1
      value: 24.614105695451116
    - type: nauc_ndcg_at_5_max
      value: 37.68089587624492
    - type: nauc_ndcg_at_5_std
      value: 17.946406099261708
    - type: nauc_precision_at_1000_diff1
      value: -2.022340544774227
    - type: nauc_precision_at_1000_max
      value: 6.070578645067797
    - type: nauc_precision_at_1000_std
      value: 22.15132728777549
    - type: nauc_precision_at_100_diff1
      value: 4.544144474504255
    - type: nauc_precision_at_100_max
      value: 19.780392159848574
    - type: nauc_precision_at_100_std
      value: 31.107111186002438
    - type: nauc_precision_at_10_diff1
      value: 10.107015022955848
    - type: nauc_precision_at_10_max
      value: 30.779709099060465
    - type: nauc_precision_at_10_std
      value: 27.324148451668602
    - type: nauc_precision_at_1_diff1
      value: 28.017413073648477
    - type: nauc_precision_at_1_max
      value: 32.87710191514022
    - type: nauc_precision_at_1_std
      value: 14.04889142608459
    - type: nauc_precision_at_20_diff1
      value: 8.270881053079405
    - type: nauc_precision_at_20_max
      value: 27.26753946078481
    - type: nauc_precision_at_20_std
      value: 29.156725822074204
    - type: nauc_precision_at_3_diff1
      value: 17.82468940497632
    - type: nauc_precision_at_3_max
      value: 31.490021174215155
    - type: nauc_precision_at_3_std
      value: 18.73818985054394
    - type: nauc_precision_at_5_diff1
      value: 13.24803141673961
    - type: nauc_precision_at_5_max
      value: 29.94926240784298
    - type: nauc_precision_at_5_std
      value: 23.2940906142919
    - type: nauc_recall_at_1000_diff1
      value: 19.09850333580471
    - type: nauc_recall_at_1000_max
      value: 46.026306142840596
    - type: nauc_recall_at_1000_std
      value: 46.50391519568263
    - type: nauc_recall_at_100_diff1
      value: 16.739384224869738
    - type: nauc_recall_at_100_max
      value: 40.68987136431252
    - type: nauc_recall_at_100_std
      value: 36.01609750485591
    - type: nauc_recall_at_10_diff1
      value: 17.51796617221814
    - type: nauc_recall_at_10_max
      value: 39.47453129444401
    - type: nauc_recall_at_10_std
      value: 23.79239002974899
    - type: nauc_recall_at_1_diff1
      value: 30.83614944448221
    - type: nauc_recall_at_1_max
      value: 33.757528532809
    - type: nauc_recall_at_1_std
      value: 8.880622713261126
    - type: nauc_recall_at_20_diff1
      value: 16.978668307251652
    - type: nauc_recall_at_20_max
      value: 39.09115357303713
    - type: nauc_recall_at_20_std
      value: 27.278668534187524
    - type: nauc_recall_at_3_diff1
      value: 22.55937738994021
    - type: nauc_recall_at_3_max
      value: 36.25055459395638
    - type: nauc_recall_at_3_std
      value: 14.828905168761247
    - type: nauc_recall_at_5_diff1
      value: 19.32656748627199
    - type: nauc_recall_at_5_max
      value: 36.28836228620816
    - type: nauc_recall_at_5_std
      value: 19.264352933914278
    - type: ndcg_at_1
      value: 34.137
    - type: ndcg_at_10
      value: 36.853
    - type: ndcg_at_100
      value: 44.279
    - type: ndcg_at_1000
      value: 47.336
    - type: ndcg_at_20
      value: 39.815
    - type: ndcg_at_3
      value: 30.253999999999998
    - type: ndcg_at_5
      value: 32.649
    - type: precision_at_1
      value: 34.137
    - type: precision_at_10
      value: 11.655
    - type: precision_at_100
      value: 1.9619999999999997
    - type: precision_at_1000
      value: 0.254
    - type: precision_at_20
      value: 7.1209999999999996
    - type: precision_at_3
      value: 22.823
    - type: precision_at_5
      value: 17.655
    - type: recall_at_1
      value: 15.371000000000002
    - type: recall_at_10
      value: 43.718
    - type: recall_at_100
      value: 68.81
    - type: recall_at_1000
      value: 85.69600000000001
    - type: recall_at_20
      value: 51.94
    - type: recall_at_3
      value: 27.694000000000003
    - type: recall_at_5
      value: 34.469
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB DBPedia (default)
      revision: c0f706b76e590d620bd6618b3ca8efdd34e2d659
      split: test
      type: mteb/dbpedia
    metrics:
    - type: main_score
      value: 45.553
    - type: map_at_1
      value: 9.168999999999999
    - type: map_at_10
      value: 22.154
    - type: map_at_100
      value: 32.174
    - type: map_at_1000
      value: 33.974
    - type: map_at_20
      value: 25.899
    - type: map_at_3
      value: 15.275
    - type: map_at_5
      value: 18.291
    - type: mrr_at_1
      value: 70.75
    - type: mrr_at_10
      value: 78.39662698412697
    - type: mrr_at_100
      value: 78.56221458977012
    - type: mrr_at_1000
      value: 78.56669970642338
    - type: mrr_at_20
      value: 78.49688805346696
    - type: mrr_at_3
      value: 76.33333333333333
    - type: mrr_at_5
      value: 77.70833333333333
    - type: nauc_map_at_1000_diff1
      value: 18.465085922071346
    - type: nauc_map_at_1000_max
      value: 24.29804638788498
    - type: nauc_map_at_1000_std
      value: 22.380463943423514
    - type: nauc_map_at_100_diff1
      value: 19.37585410674523
    - type: nauc_map_at_100_max
      value: 22.56424042509462
    - type: nauc_map_at_100_std
      value: 19.672237275984426
    - type: nauc_map_at_10_diff1
      value: 23.597788166305577
    - type: nauc_map_at_10_max
      value: 9.157316105122925
    - type: nauc_map_at_10_std
      value: -3.8881247055786807
    - type: nauc_map_at_1_diff1
      value: 43.96699602275052
    - type: nauc_map_at_1_max
      value: -0.7577088440873263
    - type: nauc_map_at_1_std
      value: -17.732463891968404
    - type: nauc_map_at_20_diff1
      value: 22.326759054850097
    - type: nauc_map_at_20_max
      value: 14.879191412167703
    - type: nauc_map_at_20_std
      value: 5.405751236575241
    - type: nauc_map_at_3_diff1
      value: 28.73583545428074
    - type: nauc_map_at_3_max
      value: 1.5986597211018239
    - type: nauc_map_at_3_std
      value: -16.512455883681515
    - type: nauc_map_at_5_diff1
      value: 25.401810959155057
    - type: nauc_map_at_5_max
      value: 4.418875376978587
    - type: nauc_map_at_5_std
      value: -12.296750992013052
    - type: nauc_mrr_at_1000_diff1
      value: 51.228801807498584
    - type: nauc_mrr_at_1000_max
      value: 61.040998883279585
    - type: nauc_mrr_at_1000_std
      value: 40.93983887257123
    - type: nauc_mrr_at_100_diff1
      value: 51.23715338435314
    - type: nauc_mrr_at_100_max
      value: 61.03971408781317
    - type: nauc_mrr_at_100_std
      value: 40.91796923590573
    - type: nauc_mrr_at_10_diff1
      value: 51.1214868552331
    - type: nauc_mrr_at_10_max
      value: 61.03069045590881
    - type: nauc_mrr_at_10_std
      value: 40.661621199704264
    - type: nauc_mrr_at_1_diff1
      value: 50.84660003035892
    - type: nauc_mrr_at_1_max
      value: 60.692091499960895
    - type: nauc_mrr_at_1_std
      value: 42.126228731502955
    - type: nauc_mrr_at_20_diff1
      value: 51.0402624284872
    - type: nauc_mrr_at_20_max
      value: 60.94577844338166
    - type: nauc_mrr_at_20_std
      value: 40.89505950503613
    - type: nauc_mrr_at_3_diff1
      value: 51.771113665996516
    - type: nauc_mrr_at_3_max
      value: 61.65264793077224
    - type: nauc_mrr_at_3_std
      value: 41.75781827057092
    - type: nauc_mrr_at_5_diff1
      value: 51.0656793772882
    - type: nauc_mrr_at_5_max
      value: 61.08042065139715
    - type: nauc_mrr_at_5_std
      value: 41.11203271084835
    - type: nauc_ndcg_at_1000_diff1
      value: 22.347978262245107
    - type: nauc_ndcg_at_1000_max
      value: 36.56458763955002
    - type: nauc_ndcg_at_1000_std
      value: 35.99616144258822
    - type: nauc_ndcg_at_100_diff1
      value: 23.1120990977162
    - type: nauc_ndcg_at_100_max
      value: 30.79663306311657
    - type: nauc_ndcg_at_100_std
      value: 27.387572106784297
    - type: nauc_ndcg_at_10_diff1
      value: 23.329746066899656
    - type: nauc_ndcg_at_10_max
      value: 28.69246947084685
    - type: nauc_ndcg_at_10_std
      value: 21.457736188325345
    - type: nauc_ndcg_at_1_diff1
      value: 39.99399153456974
    - type: nauc_ndcg_at_1_max
      value: 38.12447856470389
    - type: nauc_ndcg_at_1_std
      value: 27.768869260384676
    - type: nauc_ndcg_at_20_diff1
      value: 24.945374175339907
    - type: nauc_ndcg_at_20_max
      value: 27.67836982165295
    - type: nauc_ndcg_at_20_std
      value: 19.7933631060578
    - type: nauc_ndcg_at_3_diff1
      value: 26.063492354398527
    - type: nauc_ndcg_at_3_max
      value: 33.06541959550656
    - type: nauc_ndcg_at_3_std
      value: 23.278902797288726
    - type: nauc_ndcg_at_5_diff1
      value: 22.521596060750035
    - type: nauc_ndcg_at_5_max
      value: 31.210005673730784
    - type: nauc_ndcg_at_5_std
      value: 22.893106456317927
    - type: nauc_precision_at_1000_diff1
      value: -19.845356495096006
    - type: nauc_precision_at_1000_max
      value: 4.163819381816099
    - type: nauc_precision_at_1000_std
      value: 7.612952884590339
    - type: nauc_precision_at_100_diff1
      value: -8.2679285153361
    - type: nauc_precision_at_100_max
      value: 29.78018175573565
    - type: nauc_precision_at_100_std
      value: 41.07244463956215
    - type: nauc_precision_at_10_diff1
      value: -3.2451428407349057
    - type: nauc_precision_at_10_max
      value: 36.92563008274906
    - type: nauc_precision_at_10_std
      value: 45.06962043489777
    - type: nauc_precision_at_1_diff1
      value: 50.84660003035892
    - type: nauc_precision_at_1_max
      value: 60.692091499960895
    - type: nauc_precision_at_1_std
      value: 42.126228731502955
    - type: nauc_precision_at_20_diff1
      value: -3.432279149061878
    - type: nauc_precision_at_20_max
      value: 37.013592483974875
    - type: nauc_precision_at_20_std
      value: 46.47324739428665
    - type: nauc_precision_at_3_diff1
      value: 7.28495481051025
    - type: nauc_precision_at_3_max
      value: 38.66372411741402
    - type: nauc_precision_at_3_std
      value: 35.23163993723955
    - type: nauc_precision_at_5_diff1
      value: -0.16540230063716202
    - type: nauc_precision_at_5_max
      value: 37.322494255721715
    - type: nauc_precision_at_5_std
      value: 39.666653561269754
    - type: nauc_recall_at_1000_diff1
      value: 11.388326469283681
    - type: nauc_recall_at_1000_max
      value: 32.698146308591674
    - type: nauc_recall_at_1000_std
      value: 49.48830488070777
    - type: nauc_recall_at_100_diff1
      value: 11.497443532756819
    - type: nauc_recall_at_100_max
      value: 20.196970431621615
    - type: nauc_recall_at_100_std
      value: 23.688772100803433
    - type: nauc_recall_at_10_diff1
      value: 16.519851398596003
    - type: nauc_recall_at_10_max
      value: 0.774066845071221
    - type: nauc_recall_at_10_std
      value: -10.89514647001814
    - type: nauc_recall_at_1_diff1
      value: 43.96699602275052
    - type: nauc_recall_at_1_max
      value: -0.7577088440873263
    - type: nauc_recall_at_1_std
      value: -17.732463891968404
    - type: nauc_recall_at_20_diff1
      value: 15.202960269878258
    - type: nauc_recall_at_20_max
      value: 7.067263295590253
    - type: nauc_recall_at_20_std
      value: -0.06050108222640702
    - type: nauc_recall_at_3_diff1
      value: 24.066741361525125
    - type: nauc_recall_at_3_max
      value: -2.1961525860488424
    - type: nauc_recall_at_3_std
      value: -19.48307077749568
    - type: nauc_recall_at_5_diff1
      value: 20.086330794102707
    - type: nauc_recall_at_5_max
      value: -0.8866528062747986
    - type: nauc_recall_at_5_std
      value: -16.53799173962747
    - type: ndcg_at_1
      value: 57.99999999999999
    - type: ndcg_at_10
      value: 45.553
    - type: ndcg_at_100
      value: 51.014
    - type: ndcg_at_1000
      value: 58.226
    - type: ndcg_at_20
      value: 44.98
    - type: ndcg_at_3
      value: 48.981
    - type: ndcg_at_5
      value: 46.794999999999995
    - type: precision_at_1
      value: 70.75
    - type: precision_at_10
      value: 36.85
    - type: precision_at_100
      value: 11.955
    - type: precision_at_1000
      value: 2.247
    - type: precision_at_20
      value: 28.075
    - type: precision_at_3
      value: 52.666999999999994
    - type: precision_at_5
      value: 45.85
    - type: recall_at_1
      value: 9.168999999999999
    - type: recall_at_10
      value: 28.796
    - type: recall_at_100
      value: 58.892999999999994
    - type: recall_at_1000
      value: 81.644
    - type: recall_at_20
      value: 36.659000000000006
    - type: recall_at_3
      value: 16.709
    - type: recall_at_5
      value: 21.387
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB FEVER (default)
      revision: bea83ef9e8fb933d90a2f1d5515737465d613e12
      split: test
      type: mteb/fever
    metrics:
    - type: main_score
      value: 88.41
    - type: map_at_1
      value: 75.637
    - type: map_at_10
      value: 84.674
    - type: map_at_100
      value: 84.909
    - type: map_at_1000
      value: 84.92
    - type: map_at_20
      value: 84.836
    - type: map_at_3
      value: 83.44200000000001
    - type: map_at_5
      value: 84.28099999999999
    - type: mrr_at_1
      value: 81.56315631563157
    - type: mrr_at_10
      value: 88.89571695264748
    - type: mrr_at_100
      value: 88.93671417216285
    - type: mrr_at_1000
      value: 88.93708016011664
    - type: mrr_at_20
      value: 88.9311652665256
    - type: mrr_at_3
      value: 88.20882088208805
    - type: mrr_at_5
      value: 88.72937293729349
    - type: nauc_map_at_1000_diff1
      value: 54.41216035074026
    - type: nauc_map_at_1000_max
      value: 13.346153003554361
    - type: nauc_map_at_1000_std
      value: -6.721664416152164
    - type: nauc_map_at_100_diff1
      value: 54.36538350995795
    - type: nauc_map_at_100_max
      value: 13.355583381471298
    - type: nauc_map_at_100_std
      value: -6.696921015641016
    - type: nauc_map_at_10_diff1
      value: 54.0389127730555
    - type: nauc_map_at_10_max
      value: 13.387802159150663
    - type: nauc_map_at_10_std
      value: -6.73514381731833
    - type: nauc_map_at_1_diff1
      value: 57.99489574836453
    - type: nauc_map_at_1_max
      value: 7.830032589171654
    - type: nauc_map_at_1_std
      value: -10.140208285080295
    - type: nauc_map_at_20_diff1
      value: 54.16841004736076
    - type: nauc_map_at_20_max
      value: 13.345607363689746
    - type: nauc_map_at_20_std
      value: -6.663119775158465
    - type: nauc_map_at_3_diff1
      value: 53.82879543599303
    - type: nauc_map_at_3_max
      value: 12.716952288433902
    - type: nauc_map_at_3_std
      value: -7.746102082835598
    - type: nauc_map_at_5_diff1
      value: 53.82838395350109
    - type: nauc_map_at_5_max
      value: 13.487373534211702
    - type: nauc_map_at_5_std
      value: -6.869504398693434
    - type: nauc_mrr_at_1000_diff1
      value: 68.92783546581906
    - type: nauc_mrr_at_1000_max
      value: 12.076297180596592
    - type: nauc_mrr_at_1000_std
      value: -13.306257067567998
    - type: nauc_mrr_at_100_diff1
      value: 68.92780219775517
    - type: nauc_mrr_at_100_max
      value: 12.078449805054374
    - type: nauc_mrr_at_100_std
      value: -13.303524852703719
    - type: nauc_mrr_at_10_diff1
      value: 68.92686206881258
    - type: nauc_mrr_at_10_max
      value: 12.273295656884873
    - type: nauc_mrr_at_10_std
      value: -13.222483496603965
    - type: nauc_mrr_at_1_diff1
      value: 70.1738022073041
    - type: nauc_mrr_at_1_max
      value: 9.378639533482806
    - type: nauc_mrr_at_1_std
      value: -13.444033823202348
    - type: nauc_mrr_at_20_diff1
      value: 68.91161304905303
    - type: nauc_mrr_at_20_max
      value: 12.117091514817885
    - type: nauc_mrr_at_20_std
      value: -13.258261750160239
    - type: nauc_mrr_at_3_diff1
      value: 68.61982455945467
    - type: nauc_mrr_at_3_max
      value: 12.608213879734578
    - type: nauc_mrr_at_3_std
      value: -13.558003431587839
    - type: nauc_mrr_at_5_diff1
      value: 68.81439097457242
    - type: nauc_mrr_at_5_max
      value: 12.54025598903624
    - type: nauc_mrr_at_5_std
      value: -13.199231514972093
    - type: nauc_ndcg_at_1000_diff1
      value: 56.47563443877495
    - type: nauc_ndcg_at_1000_max
      value: 14.508331783439466
    - type: nauc_ndcg_at_1000_std
      value: -6.206829736668775
    - type: nauc_ndcg_at_100_diff1
      value: 55.54015515673474
    - type: nauc_ndcg_at_100_max
      value: 14.753595778278136
    - type: nauc_ndcg_at_100_std
      value: -5.638517949568802
    - type: nauc_ndcg_at_10_diff1
      value: 54.220845223257996
    - type: nauc_ndcg_at_10_max
      value: 15.265309648490021
    - type: nauc_ndcg_at_10_std
      value: -5.516276098929109
    - type: nauc_ndcg_at_1_diff1
      value: 70.1738022073041
    - type: nauc_ndcg_at_1_max
      value: 9.378639533482806
    - type: nauc_ndcg_at_1_std
      value: -13.444033823202348
    - type: nauc_ndcg_at_20_diff1
      value: 54.481406100854635
    - type: nauc_ndcg_at_20_max
      value: 14.868763583210498
    - type: nauc_ndcg_at_20_std
      value: -5.328097380018734
    - type: nauc_ndcg_at_3_diff1
      value: 54.94411725607744
    - type: nauc_ndcg_at_3_max
      value: 14.27186734506607
    - type: nauc_ndcg_at_3_std
      value: -7.894724962312474
    - type: nauc_ndcg_at_5_diff1
      value: 54.08048166974806
    - type: nauc_ndcg_at_5_max
      value: 15.528233170721006
    - type: nauc_ndcg_at_5_std
      value: -5.984768714537104
    - type: nauc_precision_at_1000_diff1
      value: -8.744323640074445
    - type: nauc_precision_at_1000_max
      value: -0.01881224392053465
    - type: nauc_precision_at_1000_std
      value: 3.8721477979260635
    - type: nauc_precision_at_100_diff1
      value: -11.86150156952171
    - type: nauc_precision_at_100_max
      value: 3.2736651314552314
    - type: nauc_precision_at_100_std
      value: 8.12687620615509
    - type: nauc_precision_at_10_diff1
      value: -10.360708676781178
    - type: nauc_precision_at_10_max
      value: 10.945552490433458
    - type: nauc_precision_at_10_std
      value: 11.016707653014485
    - type: nauc_precision_at_1_diff1
      value: 70.1738022073041
    - type: nauc_precision_at_1_max
      value: 9.378639533482806
    - type: nauc_precision_at_1_std
      value: -13.444033823202348
    - type: nauc_precision_at_20_diff1
      value: -13.557721925696583
    - type: nauc_precision_at_20_max
      value: 6.331386521718574
    - type: nauc_precision_at_20_std
      value: 10.322188778142388
    - type: nauc_precision_at_3_diff1
      value: 15.139456770248968
    - type: nauc_precision_at_3_max
      value: 17.10220985600708
    - type: nauc_precision_at_3_std
      value: 3.0448183682558074
    - type: nauc_precision_at_5_diff1
      value: -1.9825577548111102
    - type: nauc_precision_at_5_max
      value: 17.139148127012625
    - type: nauc_precision_at_5_std
      value: 10.598435750554753
    - type: nauc_recall_at_1000_diff1
      value: 15.641740744283005
    - type: nauc_recall_at_1000_max
      value: 44.65315702195612
    - type: nauc_recall_at_1000_std
      value: 52.34265862835513
    - type: nauc_recall_at_100_diff1
      value: 5.254385435323394
    - type: nauc_recall_at_100_max
      value: 38.53577774395794
    - type: nauc_recall_at_100_std
      value: 43.47744274335829
    - type: nauc_recall_at_10_diff1
      value: 19.135735476268042
    - type: nauc_recall_at_10_max
      value: 30.05417445923848
    - type: nauc_recall_at_10_std
      value: 18.3988023241141
    - type: nauc_recall_at_1_diff1
      value: 57.99489574836453
    - type: nauc_recall_at_1_max
      value: 7.830032589171654
    - type: nauc_recall_at_1_std
      value: -10.140208285080295
    - type: nauc_recall_at_20_diff1
      value: 9.444797759735126
    - type: nauc_recall_at_20_max
      value: 31.001311675371017
    - type: nauc_recall_at_20_std
      value: 29.351418893822178
    - type: nauc_recall_at_3_diff1
      value: 36.88862653262064
    - type: nauc_recall_at_3_max
      value: 19.845892741607823
    - type: nauc_recall_at_3_std
      value: -1.0584273105890794
    - type: nauc_recall_at_5_diff1
      value: 27.360718561944974
    - type: nauc_recall_at_5_max
      value: 26.698311215441738
    - type: nauc_recall_at_5_std
      value: 8.97113997755362
    - type: ndcg_at_1
      value: 81.563
    - type: ndcg_at_10
      value: 88.41
    - type: ndcg_at_100
      value: 89.101
    - type: ndcg_at_1000
      value: 89.25800000000001
    - type: ndcg_at_20
      value: 88.79
    - type: ndcg_at_3
      value: 86.599
    - type: ndcg_at_5
      value: 87.74
    - type: precision_at_1
      value: 81.563
    - type: precision_at_10
      value: 10.699
    - type: precision_at_100
      value: 1.13
    - type: precision_at_1000
      value: 0.116
    - type: precision_at_20
      value: 5.479
    - type: precision_at_3
      value: 33.238
    - type: precision_at_5
      value: 20.744
    - type: recall_at_1
      value: 75.637
    - type: recall_at_10
      value: 95.57600000000001
    - type: recall_at_100
      value: 98.072
    - type: recall_at_1000
      value: 98.951
    - type: recall_at_20
      value: 96.792
    - type: recall_at_3
      value: 90.79599999999999
    - type: recall_at_5
      value: 93.674
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB FiQA2018 (default)
      revision: 27a168819829fe9bcd655c2df245fb19452e8e06
      split: test
      type: mteb/fiqa
    metrics:
    - type: main_score
      value: 42.396
    - type: map_at_1
      value: 21.711
    - type: map_at_10
      value: 34.628
    - type: map_at_100
      value: 36.549
    - type: map_at_1000
      value: 36.719
    - type: map_at_20
      value: 35.673
    - type: map_at_3
      value: 30.585
    - type: map_at_5
      value: 32.875
    - type: mrr_at_1
      value: 41.82098765432099
    - type: mrr_at_10
      value: 50.69505682931607
    - type: mrr_at_100
      value: 51.50556608727901
    - type: mrr_at_1000
      value: 51.53870583208304
    - type: mrr_at_20
      value: 51.15345764364655
    - type: mrr_at_3
      value: 48.35390946502059
    - type: mrr_at_5
      value: 49.87397119341563
    - type: nauc_map_at_1000_diff1
      value: 45.182252919583895
    - type: nauc_map_at_1000_max
      value: 35.66124930024801
    - type: nauc_map_at_1000_std
      value: -0.6925562638650965
    - type: nauc_map_at_100_diff1
      value: 45.116964706960125
    - type: nauc_map_at_100_max
      value: 35.54990469525889
    - type: nauc_map_at_100_std
      value: -0.6667263852859368
    - type: nauc_map_at_10_diff1
      value: 45.39189096228184
    - type: nauc_map_at_10_max
      value: 34.780111261901
    - type: nauc_map_at_10_std
      value: -1.8169859294150819
    - type: nauc_map_at_1_diff1
      value: 47.72764937952259
    - type: nauc_map_at_1_max
      value: 24.83306559709341
    - type: nauc_map_at_1_std
      value: -4.714128457297418
    - type: nauc_map_at_20_diff1
      value: 45.17073365898278
    - type: nauc_map_at_20_max
      value: 35.0938403469058
    - type: nauc_map_at_20_std
      value: -1.373412631183604
    - type: nauc_map_at_3_diff1
      value: 46.525724305731295
    - type: nauc_map_at_3_max
      value: 31.042538866512597
    - type: nauc_map_at_3_std
      value: -4.119355935975354
    - type: nauc_map_at_5_diff1
      value: 45.79569633383187
    - type: nauc_map_at_5_max
      value: 32.88779656647293
    - type: nauc_map_at_5_std
      value: -3.2518474739335312
    - type: nauc_mrr_at_1000_diff1
      value: 52.83619185487903
    - type: nauc_mrr_at_1000_max
      value: 42.30310720405186
    - type: nauc_mrr_at_1000_std
      value: -1.1487703348518024
    - type: nauc_mrr_at_100_diff1
      value: 52.82248853996664
    - type: nauc_mrr_at_100_max
      value: 42.30549701564678
    - type: nauc_mrr_at_100_std
      value: -1.1240113031894834
    - type: nauc_mrr_at_10_diff1
      value: 52.74644276642243
    - type: nauc_mrr_at_10_max
      value: 42.39103029476398
    - type: nauc_mrr_at_10_std
      value: -1.1043413237848576
    - type: nauc_mrr_at_1_diff1
      value: 54.810335521617326
    - type: nauc_mrr_at_1_max
      value: 40.733260207843394
    - type: nauc_mrr_at_1_std
      value: -4.452554921565855
    - type: nauc_mrr_at_20_diff1
      value: 52.788257862499954
    - type: nauc_mrr_at_20_max
      value: 42.32658875363406
    - type: nauc_mrr_at_20_std
      value: -1.2209728080684497
    - type: nauc_mrr_at_3_diff1
      value: 53.43281175319808
    - type: nauc_mrr_at_3_max
      value: 41.735942650867926
    - type: nauc_mrr_at_3_std
      value: -2.462688102468019
    - type: nauc_mrr_at_5_diff1
      value: 52.874037126566606
    - type: nauc_mrr_at_5_max
      value: 41.93740449458822
    - type: nauc_mrr_at_5_std
      value: -1.2928874908441947
    - type: nauc_ndcg_at_1000_diff1
      value: 46.5532425476402
    - type: nauc_ndcg_at_1000_max
      value: 40.369611603370515
    - type: nauc_ndcg_at_1000_std
      value: 3.472567588386994
    - type: nauc_ndcg_at_100_diff1
      value: 45.75244404695404
    - type: nauc_ndcg_at_100_max
      value: 39.36470550675439
    - type: nauc_ndcg_at_100_std
      value: 4.356189041115731
    - type: nauc_ndcg_at_10_diff1
      value: 46.005135323539704
    - type: nauc_ndcg_at_10_max
      value: 37.89018165334218
    - type: nauc_ndcg_at_10_std
      value: 0.7129618297768014
    - type: nauc_ndcg_at_1_diff1
      value: 54.810335521617326
    - type: nauc_ndcg_at_1_max
      value: 40.733260207843394
    - type: nauc_ndcg_at_1_std
      value: -4.452554921565855
    - type: nauc_ndcg_at_20_diff1
      value: 45.841552790490034
    - type: nauc_ndcg_at_20_max
      value: 38.04992825472661
    - type: nauc_ndcg_at_20_std
      value: 1.2748305707955212
    - type: nauc_ndcg_at_3_diff1
      value: 46.683033449357744
    - type: nauc_ndcg_at_3_max
      value: 37.46397870760607
    - type: nauc_ndcg_at_3_std
      value: -2.3421854966319824
    - type: nauc_ndcg_at_5_diff1
      value: 45.82409645378457
    - type: nauc_ndcg_at_5_max
      value: 36.27588234096716
    - type: nauc_ndcg_at_5_std
      value: -1.5141197170944254
    - type: nauc_precision_at_1000_diff1
      value: -3.137944321071885
    - type: nauc_precision_at_1000_max
      value: 24.12803166253776
    - type: nauc_precision_at_1000_std
      value: 11.076454789944101
    - type: nauc_precision_at_100_diff1
      value: 3.9896283891401048
    - type: nauc_precision_at_100_max
      value: 31.00198316788829
    - type: nauc_precision_at_100_std
      value: 15.725887643803063
    - type: nauc_precision_at_10_diff1
      value: 20.493420889888394
    - type: nauc_precision_at_10_max
      value: 41.689699671507405
    - type: nauc_precision_at_10_std
      value: 9.374983385669914
    - type: nauc_precision_at_1_diff1
      value: 54.810335521617326
    - type: nauc_precision_at_1_max
      value: 40.733260207843394
    - type: nauc_precision_at_1_std
      value: -4.452554921565855
    - type: nauc_precision_at_20_diff1
      value: 15.02911800246446
    - type: nauc_precision_at_20_max
      value: 39.227068888505
    - type: nauc_precision_at_20_std
      value: 11.755558515319404
    - type: nauc_precision_at_3_diff1
      value: 34.044986535461746
    - type: nauc_precision_at_3_max
      value: 40.96605829831656
    - type: nauc_precision_at_3_std
      value: 1.1903535705688038
    - type: nauc_precision_at_5_diff1
      value: 26.617002443432707
    - type: nauc_precision_at_5_max
      value: 40.60413785916794
    - type: nauc_precision_at_5_std
      value: 3.6984531670502814
    - type: nauc_recall_at_1000_diff1
      value: 26.96489389440101
    - type: nauc_recall_at_1000_max
      value: 41.811583968523955
    - type: nauc_recall_at_1000_std
      value: 41.5719519496712
    - type: nauc_recall_at_100_diff1
      value: 28.50851434908223
    - type: nauc_recall_at_100_max
      value: 32.19528060706322
    - type: nauc_recall_at_100_std
      value: 25.56935294258179
    - type: nauc_recall_at_10_diff1
      value: 35.139582891180964
    - type: nauc_recall_at_10_max
      value: 32.15221840434225
    - type: nauc_recall_at_10_std
      value: 5.550434611582702
    - type: nauc_recall_at_1_diff1
      value: 47.72764937952259
    - type: nauc_recall_at_1_max
      value: 24.83306559709341
    - type: nauc_recall_at_1_std
      value: -4.714128457297418
    - type: nauc_recall_at_20_diff1
      value: 32.78604811055205
    - type: nauc_recall_at_20_max
      value: 29.62940720700254
    - type: nauc_recall_at_20_std
      value: 6.769941491859872
    - type: nauc_recall_at_3_diff1
      value: 40.76090616138699
    - type: nauc_recall_at_3_max
      value: 27.506425490226867
    - type: nauc_recall_at_3_std
      value: -2.608872693119243
    - type: nauc_recall_at_5_diff1
      value: 37.06532485024711
    - type: nauc_recall_at_5_max
      value: 27.704150556658448
    - type: nauc_recall_at_5_std
      value: 0.4718707152343872
    - type: ndcg_at_1
      value: 41.821000000000005
    - type: ndcg_at_10
      value: 42.396
    - type: ndcg_at_100
      value: 49.370000000000005
    - type: ndcg_at_1000
      value: 52.251000000000005
    - type: ndcg_at_20
      value: 45.097
    - type: ndcg_at_3
      value: 39.028
    - type: ndcg_at_5
      value: 40.222
    - type: precision_at_1
      value: 41.821000000000005
    - type: precision_at_10
      value: 11.451
    - type: precision_at_100
      value: 1.863
    - type: precision_at_1000
      value: 0.23900000000000002
    - type: precision_at_20
      value: 6.798
    - type: precision_at_3
      value: 25.823
    - type: precision_at_5
      value: 18.735
    - type: recall_at_1
      value: 21.711
    - type: recall_at_10
      value: 48.862
    - type: recall_at_100
      value: 74.708
    - type: recall_at_1000
      value: 91.865
    - type: recall_at_20
      value: 57.50999999999999
    - type: recall_at_3
      value: 35.85
    - type: recall_at_5
      value: 41.976
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB HotpotQA (default)
      revision: ab518f4d6fcca38d87c25209f94beba119d02014
      split: test
      type: mteb/hotpotqa
    metrics:
    - type: main_score
      value: 72.21
    - type: map_at_1
      value: 39.487
    - type: map_at_10
      value: 63.949999999999996
    - type: map_at_100
      value: 64.873
    - type: map_at_1000
      value: 64.927
    - type: map_at_20
      value: 64.529
    - type: map_at_3
      value: 60.243
    - type: map_at_5
      value: 62.613
    - type: mrr_at_1
      value: 78.97366644159351
    - type: mrr_at_10
      value: 84.84600173627825
    - type: mrr_at_100
      value: 85.0172804866798
    - type: mrr_at_1000
      value: 85.02245651152857
    - type: mrr_at_20
      value: 84.9625577788225
    - type: mrr_at_3
      value: 83.90276839972962
    - type: mrr_at_5
      value: 84.48278190411845
    - type: nauc_map_at_1000_diff1
      value: 19.825004700775164
    - type: nauc_map_at_1000_max
      value: 19.943221724164182
    - type: nauc_map_at_1000_std
      value: 10.068951166560058
    - type: nauc_map_at_100_diff1
      value: 19.80139472181137
    - type: nauc_map_at_100_max
      value: 19.938006132804347
    - type: nauc_map_at_100_std
      value: 10.100008107666842
    - type: nauc_map_at_10_diff1
      value: 19.53604502514735
    - type: nauc_map_at_10_max
      value: 19.62768870331064
    - type: nauc_map_at_10_std
      value: 9.446859074725705
    - type: nauc_map_at_1_diff1
      value: 67.7764270505257
    - type: nauc_map_at_1_max
      value: 38.45166604737058
    - type: nauc_map_at_1_std
      value: 1.9919181988552352
    - type: nauc_map_at_20_diff1
      value: 19.635871913149913
    - type: nauc_map_at_20_max
      value: 19.812838965919155
    - type: nauc_map_at_20_std
      value: 9.905163140101845
    - type: nauc_map_at_3_diff1
      value: 18.965707122532212
    - type: nauc_map_at_3_max
      value: 17.878860313056517
    - type: nauc_map_at_3_std
      value: 6.189378752019195
    - type: nauc_map_at_5_diff1
      value: 19.493354049675954
    - type: nauc_map_at_5_max
      value: 19.24527088109141
    - type: nauc_map_at_5_std
      value: 8.283883139680066
    - type: nauc_mrr_at_1000_diff1
      value: 66.87150374356781
    - type: nauc_mrr_at_1000_max
      value: 41.413456443203984
    - type: nauc_mrr_at_1000_std
      value: 4.140387282484357
    - type: nauc_mrr_at_100_diff1
      value: 66.87178015619061
    - type: nauc_mrr_at_100_max
      value: 41.419754763150834
    - type: nauc_mrr_at_100_std
      value: 4.15222235416704
    - type: nauc_mrr_at_10_diff1
      value: 66.89720586892301
    - type: nauc_mrr_at_10_max
      value: 41.56353878125211
    - type: nauc_mrr_at_10_std
      value: 4.213376519922392
    - type: nauc_mrr_at_1_diff1
      value: 67.7764270505257
    - type: nauc_mrr_at_1_max
      value: 38.45166604737058
    - type: nauc_mrr_at_1_std
      value: 1.9919181988552352
    - type: nauc_mrr_at_20_diff1
      value: 66.8714688713149
    - type: nauc_mrr_at_20_max
      value: 41.46170778986735
    - type: nauc_mrr_at_20_std
      value: 4.165154741309859
    - type: nauc_mrr_at_3_diff1
      value: 66.31615462679144
    - type: nauc_mrr_at_3_max
      value: 41.419637693259936
    - type: nauc_mrr_at_3_std
      value: 3.814834551396097
    - type: nauc_mrr_at_5_diff1
      value: 66.7289413087213
    - type: nauc_mrr_at_5_max
      value: 41.668346356371586
    - type: nauc_mrr_at_5_std
      value: 4.116331539882484
    - type: nauc_ndcg_at_1000_diff1
      value: 26.37325375970598
    - type: nauc_ndcg_at_1000_max
      value: 24.850915174721735
    - type: nauc_ndcg_at_1000_std
      value: 13.37585683440429
    - type: nauc_ndcg_at_100_diff1
      value: 25.591771178059503
    - type: nauc_ndcg_at_100_max
      value: 24.562820829532473
    - type: nauc_ndcg_at_100_std
      value: 14.093690500501541
    - type: nauc_ndcg_at_10_diff1
      value: 24.64600598115805
    - type: nauc_ndcg_at_10_max
      value: 23.543499404760023
    - type: nauc_ndcg_at_10_std
      value: 11.55823632781553
    - type: nauc_ndcg_at_1_diff1
      value: 67.7764270505257
    - type: nauc_ndcg_at_1_max
      value: 38.45166604737058
    - type: nauc_ndcg_at_1_std
      value: 1.9919181988552352
    - type: nauc_ndcg_at_20_diff1
      value: 24.757843275306726
    - type: nauc_ndcg_at_20_max
      value: 23.951154200380827
    - type: nauc_ndcg_at_20_std
      value: 12.931320453044886
    - type: nauc_ndcg_at_3_diff1
      value: 24.37742630418847
    - type: nauc_ndcg_at_3_max
      value: 21.310512304883723
    - type: nauc_ndcg_at_3_std
      value: 6.503993200818077
    - type: nauc_ndcg_at_5_diff1
      value: 24.813706829269716
    - type: nauc_ndcg_at_5_max
      value: 22.993657212898
    - type: nauc_ndcg_at_5_std
      value: 9.34462052506809
    - type: nauc_precision_at_1000_diff1
      value: -0.6506415756958156
    - type: nauc_precision_at_1000_max
      value: 28.039755644694875
    - type: nauc_precision_at_1000_std
      value: 53.46474329623814
    - type: nauc_precision_at_100_diff1
      value: 3.78462668236152
    - type: nauc_precision_at_100_max
      value: 22.501700881673862
    - type: nauc_precision_at_100_std
      value: 40.56672716474142
    - type: nauc_precision_at_10_diff1
      value: 9.156113228907534
    - type: nauc_precision_at_10_max
      value: 19.734206254833254
    - type: nauc_precision_at_10_std
      value: 19.986282545779602
    - type: nauc_precision_at_1_diff1
      value: 67.7764270505257
    - type: nauc_precision_at_1_max
      value: 38.45166604737058
    - type: nauc_precision_at_1_std
      value: 1.9919181988552352
    - type: nauc_precision_at_20_diff1
      value: 6.6164335644470125
    - type: nauc_precision_at_20_max
      value: 20.29343459608317
    - type: nauc_precision_at_20_std
      value: 26.51115475333977
    - type: nauc_precision_at_3_diff1
      value: 12.476520554399546
    - type: nauc_precision_at_3_max
      value: 16.69401409858964
    - type: nauc_precision_at_3_std
      value: 8.165880294907444
    - type: nauc_precision_at_5_diff1
      value: 11.783242828320958
    - type: nauc_precision_at_5_max
      value: 19.0679467875759
    - type: nauc_precision_at_5_std
      value: 13.615358345509884
    - type: nauc_recall_at_1000_diff1
      value: -0.6506415756960168
    - type: nauc_recall_at_1000_max
      value: 28.039755644694786
    - type: nauc_recall_at_1000_std
      value: 53.46474329623801
    - type: nauc_recall_at_100_diff1
      value: 3.7846266823613877
    - type: nauc_recall_at_100_max
      value: 22.501700881674008
    - type: nauc_recall_at_100_std
      value: 40.566727164741366
    - type: nauc_recall_at_10_diff1
      value: 9.15611322890755
    - type: nauc_recall_at_10_max
      value: 19.73420625483318
    - type: nauc_recall_at_10_std
      value: 19.98628254577951
    - type: nauc_recall_at_1_diff1
      value: 67.7764270505257
    - type: nauc_recall_at_1_max
      value: 38.45166604737058
    - type: nauc_recall_at_1_std
      value: 1.9919181988552352
    - type: nauc_recall_at_20_diff1
      value: 6.616433564446929
    - type: nauc_recall_at_20_max
      value: 20.293434596083248
    - type: nauc_recall_at_20_std
      value: 26.5111547533396
    - type: nauc_recall_at_3_diff1
      value: 12.476520554399531
    - type: nauc_recall_at_3_max
      value: 16.69401409858966
    - type: nauc_recall_at_3_std
      value: 8.165880294907438
    - type: nauc_recall_at_5_diff1
      value: 11.783242828320999
    - type: nauc_recall_at_5_max
      value: 19.067946787575845
    - type: nauc_recall_at_5_std
      value: 13.61535834550991
    - type: ndcg_at_1
      value: 78.974
    - type: ndcg_at_10
      value: 72.21
    - type: ndcg_at_100
      value: 75.264
    - type: ndcg_at_1000
      value: 76.259
    - type: ndcg_at_20
      value: 73.628
    - type: ndcg_at_3
      value: 67.047
    - type: ndcg_at_5
      value: 69.974
    - type: precision_at_1
      value: 78.974
    - type: precision_at_10
      value: 15.267
    - type: precision_at_100
      value: 1.762
    - type: precision_at_1000
      value: 0.189
    - type: precision_at_20
      value: 8.09
    - type: precision_at_3
      value: 43.309
    - type: precision_at_5
      value: 28.294000000000004
    - type: recall_at_1
      value: 39.487
    - type: recall_at_10
      value: 76.334
    - type: recall_at_100
      value: 88.076
    - type: recall_at_1000
      value: 94.59100000000001
    - type: recall_at_20
      value: 80.898
    - type: recall_at_3
      value: 64.96300000000001
    - type: recall_at_5
      value: 70.736
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB MSMARCO (default)
      revision: c5a29a104738b98a9e76336939199e264163d4a0
      split: dev
      type: mteb/msmarco
    metrics:
    - type: main_score
      value: 42.027
    - type: map_at_1
      value: 22.118
    - type: map_at_10
      value: 34.816
    - type: map_at_100
      value: 35.983
    - type: map_at_1000
      value: 36.028999999999996
    - type: map_at_20
      value: 35.545
    - type: map_at_3
      value: 30.752000000000002
    - type: map_at_5
      value: 33.114
    - type: mrr_at_1
      value: 22.793696275071635
    - type: mrr_at_10
      value: 35.47250079592483
    - type: mrr_at_100
      value: 36.576471512902856
    - type: mrr_at_1000
      value: 36.616205680509786
    - type: mrr_at_20
      value: 36.16557033864942
    - type: mrr_at_3
      value: 31.48758357211065
    - type: mrr_at_5
      value: 33.80563514804202
    - type: nauc_map_at_1000_diff1
      value: 32.89234100489284
    - type: nauc_map_at_1000_max
      value: 1.1802816553581001
    - type: nauc_map_at_1000_std
      value: -20.187692925732446
    - type: nauc_map_at_100_diff1
      value: 32.88694493681772
    - type: nauc_map_at_100_max
      value: 1.1732717578080365
    - type: nauc_map_at_100_std
      value: -20.164165529035245
    - type: nauc_map_at_10_diff1
      value: 32.826182211848796
    - type: nauc_map_at_10_max
      value: 1.1551262165737235
    - type: nauc_map_at_10_std
      value: -20.88326292319754
    - type: nauc_map_at_1_diff1
      value: 36.12732122790642
    - type: nauc_map_at_1_max
      value: 1.8197550109156913
    - type: nauc_map_at_1_std
      value: -17.205625720792167
    - type: nauc_map_at_20_diff1
      value: 32.83333177195551
    - type: nauc_map_at_20_max
      value: 1.0937431645506202
    - type: nauc_map_at_20_std
      value: -20.503956514646145
    - type: nauc_map_at_3_diff1
      value: 32.76264193805814
    - type: nauc_map_at_3_max
      value: 0.8560962042500389
    - type: nauc_map_at_3_std
      value: -20.608930717315577
    - type: nauc_map_at_5_diff1
      value: 32.78673238978775
    - type: nauc_map_at_5_max
      value: 1.0511863039329437
    - type: nauc_map_at_5_std
      value: -21.02164728626011
    - type: nauc_mrr_at_1000_diff1
      value: 32.610323934702286
    - type: nauc_mrr_at_1000_max
      value: 1.276669121901405
    - type: nauc_mrr_at_1000_std
      value: -19.908120615285043
    - type: nauc_mrr_at_100_diff1
      value: 32.601373758102795
    - type: nauc_mrr_at_100_max
      value: 1.2752735149992132
    - type: nauc_mrr_at_100_std
      value: -19.87937042610101
    - type: nauc_mrr_at_10_diff1
      value: 32.55795432078168
    - type: nauc_mrr_at_10_max
      value: 1.2881786969258637
    - type: nauc_mrr_at_10_std
      value: -20.54564519015977
    - type: nauc_mrr_at_1_diff1
      value: 35.596301376443726
    - type: nauc_mrr_at_1_max
      value: 1.7633238037306902
    - type: nauc_mrr_at_1_std
      value: -17.1999420019887
    - type: nauc_mrr_at_20_diff1
      value: 32.57185739111023
    - type: nauc_mrr_at_20_max
      value: 1.2212620853201877
    - type: nauc_mrr_at_20_std
      value: -20.179517281041264
    - type: nauc_mrr_at_3_diff1
      value: 32.42681377099514
    - type: nauc_mrr_at_3_max
      value: 0.8745921708861145
    - type: nauc_mrr_at_3_std
      value: -20.41017687790572
    - type: nauc_mrr_at_5_diff1
      value: 32.499107129648266
    - type: nauc_mrr_at_5_max
      value: 1.1159673851851573
    - type: nauc_mrr_at_5_std
      value: -20.695143502133824
    - type: nauc_ndcg_at_1000_diff1
      value: 32.16957965806702
    - type: nauc_ndcg_at_1000_max
      value: 1.6763998947980905
    - type: nauc_ndcg_at_1000_std
      value: -18.970592350332893
    - type: nauc_ndcg_at_100_diff1
      value: 31.977550102558872
    - type: nauc_ndcg_at_100_max
      value: 1.5625858650110014
    - type: nauc_ndcg_at_100_std
      value: -17.990456766123835
    - type: nauc_ndcg_at_10_diff1
      value: 31.82738932481356
    - type: nauc_ndcg_at_10_max
      value: 1.1661362042692103
    - type: nauc_ndcg_at_10_std
      value: -21.872680193994217
    - type: nauc_ndcg_at_1_diff1
      value: 35.596301376443726
    - type: nauc_ndcg_at_1_max
      value: 1.7633238037306902
    - type: nauc_ndcg_at_1_std
      value: -17.1999420019887
    - type: nauc_ndcg_at_20_diff1
      value: 31.749656399266264
    - type: nauc_ndcg_at_20_max
      value: 0.9629024493088691
    - type: nauc_ndcg_at_20_std
      value: -20.4379403899277
    - type: nauc_ndcg_at_3_diff1
      value: 31.731361436850836
    - type: nauc_ndcg_at_3_max
      value: 0.531749791578849
    - type: nauc_ndcg_at_3_std
      value: -21.551112910698674
    - type: nauc_ndcg_at_5_diff1
      value: 31.785373941157303
    - type: nauc_ndcg_at_5_max
      value: 0.86207769368333
    - type: nauc_ndcg_at_5_std
      value: -22.24923399160171
    - type: nauc_precision_at_1000_diff1
      value: -3.841288331986519
    - type: nauc_precision_at_1000_max
      value: 13.558041371634976
    - type: nauc_precision_at_1000_std
      value: 15.181510484512827
    - type: nauc_precision_at_100_diff1
      value: 12.441154582709053
    - type: nauc_precision_at_100_max
      value: 8.428136255841935
    - type: nauc_precision_at_100_std
      value: 14.710391839731656
    - type: nauc_precision_at_10_diff1
      value: 26.185854813986705
    - type: nauc_precision_at_10_max
      value: 1.6348387310504464
    - type: nauc_precision_at_10_std
      value: -23.448927004357298
    - type: nauc_precision_at_1_diff1
      value: 35.596301376443726
    - type: nauc_precision_at_1_max
      value: 1.7633238037306902
    - type: nauc_precision_at_1_std
      value: -17.1999420019887
    - type: nauc_precision_at_20_diff1
      value: 22.69194179544158
    - type: nauc_precision_at_20_max
      value: 1.2972015009169306
    - type: nauc_precision_at_20_std
      value: -15.751482380060269
    - type: nauc_precision_at_3_diff1
      value: 28.255531512125188
    - type: nauc_precision_at_3_max
      value: -0.3715575458464333
    - type: nauc_precision_at_3_std
      value: -24.227970454057697
    - type: nauc_precision_at_5_diff1
      value: 27.65497951098847
    - type: nauc_precision_at_5_max
      value: 0.449773375292472
    - type: nauc_precision_at_5_std
      value: -25.37445450938601
    - type: nauc_recall_at_1000_diff1
      value: 15.243948516763819
    - type: nauc_recall_at_1000_max
      value: 41.821227805251375
    - type: nauc_recall_at_1000_std
      value: 61.66297794838101
    - type: nauc_recall_at_100_diff1
      value: 24.516543685029994
    - type: nauc_recall_at_100_max
      value: 7.093972966253228
    - type: nauc_recall_at_100_std
      value: 17.244452321212282
    - type: nauc_recall_at_10_diff1
      value: 28.404243095182828
    - type: nauc_recall_at_10_max
      value: 1.0805210480930945
    - type: nauc_recall_at_10_std
      value: -24.885018657039527
    - type: nauc_recall_at_1_diff1
      value: 36.12732122790642
    - type: nauc_recall_at_1_max
      value: 1.8197550109156913
    - type: nauc_recall_at_1_std
      value: -17.205625720792167
    - type: nauc_recall_at_20_diff1
      value: 26.956250169438512
    - type: nauc_recall_at_20_max
      value: 0.023973408161285917
    - type: nauc_recall_at_20_std
      value: -18.32944444428131
    - type: nauc_recall_at_3_diff1
      value: 28.9894205130054
    - type: nauc_recall_at_3_max
      value: -0.36140658021466865
    - type: nauc_recall_at_3_std
      value: -24.022505107768364
    - type: nauc_recall_at_5_diff1
      value: 28.907023434955104
    - type: nauc_recall_at_5_max
      value: 0.2501037567297729
    - type: nauc_recall_at_5_std
      value: -25.719919602271496
    - type: ndcg_at_1
      value: 22.794
    - type: ndcg_at_10
      value: 42.027
    - type: ndcg_at_100
      value: 47.601
    - type: ndcg_at_1000
      value: 48.713
    - type: ndcg_at_20
      value: 44.623000000000005
    - type: ndcg_at_3
      value: 33.772999999999996
    - type: ndcg_at_5
      value: 37.991
    - type: precision_at_1
      value: 22.794
    - type: precision_at_10
      value: 6.711
    - type: precision_at_100
      value: 0.9490000000000001
    - type: precision_at_1000
      value: 0.105
    - type: precision_at_20
      value: 3.8920000000000003
    - type: precision_at_3
      value: 14.46
    - type: precision_at_5
      value: 10.822
    - type: recall_at_1
      value: 22.118
    - type: recall_at_10
      value: 64.201
    - type: recall_at_100
      value: 89.878
    - type: recall_at_1000
      value: 98.259
    - type: recall_at_20
      value: 74.34100000000001
    - type: recall_at_3
      value: 41.8
    - type: recall_at_5
      value: 51.959
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB NFCorpus (default)
      revision: ec0fa4fe99da2ff19ca1214b7966684033a58814
      split: test
      type: mteb/nfcorpus
    metrics:
    - type: main_score
      value: 36.201
    - type: map_at_1
      value: 5.654
    - type: map_at_10
      value: 13.402
    - type: map_at_100
      value: 16.849
    - type: map_at_1000
      value: 18.264
    - type: map_at_20
      value: 14.832
    - type: map_at_3
      value: 9.619
    - type: map_at_5
      value: 11.483
    - type: mrr_at_1
      value: 47.6780185758514
    - type: mrr_at_10
      value: 56.47906531033466
    - type: mrr_at_100
      value: 57.04539749991402
    - type: mrr_at_1000
      value: 57.08810157607369
    - type: mrr_at_20
      value: 56.88003170105462
    - type: mrr_at_3
      value: 54.43756449948401
    - type: mrr_at_5
      value: 55.660474716202266
    - type: nauc_map_at_1000_diff1
      value: 31.134615238698192
    - type: nauc_map_at_1000_max
      value: 36.09522002487132
    - type: nauc_map_at_1000_std
      value: 14.72627666649002
    - type: nauc_map_at_100_diff1
      value: 32.777473351864444
    - type: nauc_map_at_100_max
      value: 35.25391471621035
    - type: nauc_map_at_100_std
      value: 12.024428973861083
    - type: nauc_map_at_10_diff1
      value: 36.46466466148528
    - type: nauc_map_at_10_max
      value: 29.707805406826722
    - type: nauc_map_at_10_std
      value: 2.0678757794226335
    - type: nauc_map_at_1_diff1
      value: 54.30208426149679
    - type: nauc_map_at_1_max
      value: 18.69125148481608
    - type: nauc_map_at_1_std
      value: -8.970955660291802
    - type: nauc_map_at_20_diff1
      value: 34.76513311600623
    - type: nauc_map_at_20_max
      value: 32.20666003570514
    - type: nauc_map_at_20_std
      value: 5.924889441518581
    - type: nauc_map_at_3_diff1
      value: 45.73465176835491
    - type: nauc_map_at_3_max
      value: 23.492291524989106
    - type: nauc_map_at_3_std
      value: -5.0123536561688855
    - type: nauc_map_at_5_diff1
      value: 39.7128319374107
    - type: nauc_map_at_5_max
      value: 25.84231729559691
    - type: nauc_map_at_5_std
      value: -2.0861428981140344
    - type: nauc_mrr_at_1000_diff1
      value: 33.0997881703397
    - type: nauc_mrr_at_1000_max
      value: 52.7089709923531
    - type: nauc_mrr_at_1000_std
      value: 28.8517952674151
    - type: nauc_mrr_at_100_diff1
      value: 33.1094984027438
    - type: nauc_mrr_at_100_max
      value: 52.74301398138847
    - type: nauc_mrr_at_100_std
      value: 28.897997840300892
    - type: nauc_mrr_at_10_diff1
      value: 33.300713655464925
    - type: nauc_mrr_at_10_max
      value: 52.572139698742184
    - type: nauc_mrr_at_10_std
      value: 28.66875615527188
    - type: nauc_mrr_at_1_diff1
      value: 32.57632582147155
    - type: nauc_mrr_at_1_max
      value: 46.020072246328816
    - type: nauc_mrr_at_1_std
      value: 20.99097889820076
    - type: nauc_mrr_at_20_diff1
      value: 33.04083904518949
    - type: nauc_mrr_at_20_max
      value: 52.597451362456994
    - type: nauc_mrr_at_20_std
      value: 28.681527293587898
    - type: nauc_mrr_at_3_diff1
      value: 33.64864656322754
    - type: nauc_mrr_at_3_max
      value: 51.82256412011279
    - type: nauc_mrr_at_3_std
      value: 27.241260746740686
    - type: nauc_mrr_at_5_diff1
      value: 33.53201325467246
    - type: nauc_mrr_at_5_max
      value: 52.79440885773516
    - type: nauc_mrr_at_5_std
      value: 28.663081392086028
    - type: nauc_ndcg_at_1000_diff1
      value: 28.632650542040714
    - type: nauc_ndcg_at_1000_max
      value: 51.24103069835822
    - type: nauc_ndcg_at_1000_std
      value: 35.05503784757999
    - type: nauc_ndcg_at_100_diff1
      value: 29.082177715298503
    - type: nauc_ndcg_at_100_max
      value: 45.24750203464315
    - type: nauc_ndcg_at_100_std
      value: 27.146548925680914
    - type: nauc_ndcg_at_10_diff1
      value: 25.123554466093594
    - type: nauc_ndcg_at_10_max
      value: 42.74355537806512
    - type: nauc_ndcg_at_10_std
      value: 22.234407997803935
    - type: nauc_ndcg_at_1_diff1
      value: 33.75083940012058
    - type: nauc_ndcg_at_1_max
      value: 44.44319402133161
    - type: nauc_ndcg_at_1_std
      value: 19.146499358406487
    - type: nauc_ndcg_at_20_diff1
      value: 24.954207968331872
    - type: nauc_ndcg_at_20_max
      value: 41.25991844405748
    - type: nauc_ndcg_at_20_std
      value: 22.169009285868864
    - type: nauc_ndcg_at_3_diff1
      value: 28.186539942033516
    - type: nauc_ndcg_at_3_max
      value: 44.40790009754965
    - type: nauc_ndcg_at_3_std
      value: 20.99226576085115
    - type: nauc_ndcg_at_5_diff1
      value: 25.498387899376706
    - type: nauc_ndcg_at_5_max
      value: 43.174709766261316
    - type: nauc_ndcg_at_5_std
      value: 21.88111962672031
    - type: nauc_precision_at_1000_diff1
      value: -16.22321012507648
    - type: nauc_precision_at_1000_max
      value: 5.808852256649677
    - type: nauc_precision_at_1000_std
      value: 19.875641776698824
    - type: nauc_precision_at_100_diff1
      value: -10.248089374355486
    - type: nauc_precision_at_100_max
      value: 19.29065415127588
    - type: nauc_precision_at_100_std
      value: 31.75019665627339
    - type: nauc_precision_at_10_diff1
      value: 3.6783257583955056
    - type: nauc_precision_at_10_max
      value: 39.22286010695767
    - type: nauc_precision_at_10_std
      value: 31.225485732801022
    - type: nauc_precision_at_1_diff1
      value: 32.57632582147155
    - type: nauc_precision_at_1_max
      value: 46.020072246328816
    - type: nauc_precision_at_1_std
      value: 20.99097889820076
    - type: nauc_precision_at_20_diff1
      value: -3.1632510833242784
    - type: nauc_precision_at_20_max
      value: 31.575496762405734
    - type: nauc_precision_at_20_std
      value: 31.576283324468115
    - type: nauc_precision_at_3_diff1
      value: 17.78864585545647
    - type: nauc_precision_at_3_max
      value: 44.201289661125585
    - type: nauc_precision_at_3_std
      value: 25.447840649726693
    - type: nauc_precision_at_5_diff1
      value: 9.986748662091358
    - type: nauc_precision_at_5_max
      value: 41.214164860776755
    - type: nauc_precision_at_5_std
      value: 28.22551704127726
    - type: nauc_recall_at_1000_diff1
      value: 10.984331766850506
    - type: nauc_recall_at_1000_max
      value: 24.641216018034104
    - type: nauc_recall_at_1000_std
      value: 26.91064221008446
    - type: nauc_recall_at_100_diff1
      value: 23.7009352078473
    - type: nauc_recall_at_100_max
      value: 30.176031609451297
    - type: nauc_recall_at_100_std
      value: 20.360365243211564
    - type: nauc_recall_at_10_diff1
      value: 28.11831737650638
    - type: nauc_recall_at_10_max
      value: 24.21539670487414
    - type: nauc_recall_at_10_std
      value: 2.245504974150148
    - type: nauc_recall_at_1_diff1
      value: 54.30208426149679
    - type: nauc_recall_at_1_max
      value: 18.69125148481608
    - type: nauc_recall_at_1_std
      value: -8.970955660291802
    - type: nauc_recall_at_20_diff1
      value: 26.199425305139908
    - type: nauc_recall_at_20_max
      value: 24.66704097503736
    - type: nauc_recall_at_20_std
      value: 5.86052107206246
    - type: nauc_recall_at_3_diff1
      value: 42.88348677575622
    - type: nauc_recall_at_3_max
      value: 21.189371077603308
    - type: nauc_recall_at_3_std
      value: -4.537510127238226
    - type: nauc_recall_at_5_diff1
      value: 30.7936756722569
    - type: nauc_recall_at_5_max
      value: 21.06136406164962
    - type: nauc_recall_at_5_std
      value: -1.4113804735229794
    - type: ndcg_at_1
      value: 45.975
    - type: ndcg_at_10
      value: 36.201
    - type: ndcg_at_100
      value: 32.736
    - type: ndcg_at_1000
      value: 41.099000000000004
    - type: ndcg_at_20
      value: 33.724
    - type: ndcg_at_3
      value: 42.242000000000004
    - type: ndcg_at_5
      value: 40.137
    - type: precision_at_1
      value: 47.678
    - type: precision_at_10
      value: 26.904
    - type: precision_at_100
      value: 8.368
    - type: precision_at_1000
      value: 2.078
    - type: precision_at_20
      value: 19.845
    - type: precision_at_3
      value: 40.351
    - type: precision_at_5
      value: 35.108
    - type: recall_at_1
      value: 5.654
    - type: recall_at_10
      value: 17.793
    - type: recall_at_100
      value: 32.483000000000004
    - type: recall_at_1000
      value: 63.294
    - type: recall_at_20
      value: 21.754
    - type: recall_at_3
      value: 10.771
    - type: recall_at_5
      value: 14.084
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB NQ (default)
      revision: b774495ed302d8c44a3a7ea25c90dbce03968f31
      split: test
      type: mteb/nq
    metrics:
    - type: main_score
      value: 62.464
    - type: map_at_1
      value: 38.0
    - type: map_at_10
      value: 54.806
    - type: map_at_100
      value: 55.599
    - type: map_at_1000
      value: 55.617000000000004
    - type: map_at_20
      value: 55.336
    - type: map_at_3
      value: 50.58200000000001
    - type: map_at_5
      value: 53.181
    - type: mrr_at_1
      value: 42.46813441483198
    - type: mrr_at_10
      value: 57.060710147326446
    - type: mrr_at_100
      value: 57.60978373431328
    - type: mrr_at_1000
      value: 57.62192762809547
    - type: mrr_at_20
      value: 57.43431796174232
    - type: mrr_at_3
      value: 53.78041714947835
    - type: mrr_at_5
      value: 55.81257242178437
    - type: nauc_map_at_1000_diff1
      value: 38.337572188308194
    - type: nauc_map_at_1000_max
      value: 27.550035254787197
    - type: nauc_map_at_1000_std
      value: -7.5513729587308145
    - type: nauc_map_at_100_diff1
      value: 38.335337794455015
    - type: nauc_map_at_100_max
      value: 27.56919614414171
    - type: nauc_map_at_100_std
      value: -7.526017855405723
    - type: nauc_map_at_10_diff1
      value: 38.308131361353816
    - type: nauc_map_at_10_max
      value: 27.691849580929933
    - type: nauc_map_at_10_std
      value: -7.971461731555123
    - type: nauc_map_at_1_diff1
      value: 42.721072690634884
    - type: nauc_map_at_1_max
      value: 21.750451486885332
    - type: nauc_map_at_1_std
      value: -9.99540950522643
    - type: nauc_map_at_20_diff1
      value: 38.25792874982169
    - type: nauc_map_at_20_max
      value: 27.68877906159661
    - type: nauc_map_at_20_std
      value: -7.560753583212102
    - type: nauc_map_at_3_diff1
      value: 37.950570055936254
    - type: nauc_map_at_3_max
      value: 26.257969511794858
    - type: nauc_map_at_3_std
      value: -9.236868658300553
    - type: nauc_map_at_5_diff1
      value: 37.99893219450212
    - type: nauc_map_at_5_max
      value: 27.293454259158057
    - type: nauc_map_at_5_std
      value: -8.734089449603806
    - type: nauc_mrr_at_1000_diff1
      value: 37.777767467474774
    - type: nauc_mrr_at_1000_max
      value: 27.39507603748298
    - type: nauc_mrr_at_1000_std
      value: -5.554754076870114
    - type: nauc_mrr_at_100_diff1
      value: 37.77981674583538
    - type: nauc_mrr_at_100_max
      value: 27.411100989441557
    - type: nauc_mrr_at_100_std
      value: -5.539061231412731
    - type: nauc_mrr_at_10_diff1
      value: 37.72399003363479
    - type: nauc_mrr_at_10_max
      value: 27.618142546685416
    - type: nauc_mrr_at_10_std
      value: -5.6819843907448195
    - type: nauc_mrr_at_1_diff1
      value: 41.17596078958236
    - type: nauc_mrr_at_1_max
      value: 23.32588591818617
    - type: nauc_mrr_at_1_std
      value: -7.126628034623689
    - type: nauc_mrr_at_20_diff1
      value: 37.695136721588
    - type: nauc_mrr_at_20_max
      value: 27.52850676467322
    - type: nauc_mrr_at_20_std
      value: -5.50667995515647
    - type: nauc_mrr_at_3_diff1
      value: 37.23845700908964
    - type: nauc_mrr_at_3_max
      value: 26.69389772971012
    - type: nauc_mrr_at_3_std
      value: -6.31868405989011
    - type: nauc_mrr_at_5_diff1
      value: 37.33757394192838
    - type: nauc_mrr_at_5_max
      value: 27.42091593836207
    - type: nauc_mrr_at_5_std
      value: -5.993243330132065
    - type: nauc_ndcg_at_1000_diff1
      value: 37.74836061640332
    - type: nauc_ndcg_at_1000_max
      value: 29.03148916289089
    - type: nauc_ndcg_at_1000_std
      value: -5.543065770074502
    - type: nauc_ndcg_at_100_diff1
      value: 37.75593955089626
    - type: nauc_ndcg_at_100_max
      value: 29.67109480272493
    - type: nauc_ndcg_at_100_std
      value: -4.773697596687493
    - type: nauc_ndcg_at_10_diff1
      value: 37.41701174824348
    - type: nauc_ndcg_at_10_max
      value: 30.448703434043445
    - type: nauc_ndcg_at_10_std
      value: -6.306202666419071
    - type: nauc_ndcg_at_1_diff1
      value: 41.17596078958236
    - type: nauc_ndcg_at_1_max
      value: 23.32588591818617
    - type: nauc_ndcg_at_1_std
      value: -7.126628034623689
    - type: nauc_ndcg_at_20_diff1
      value: 37.17445197824622
    - type: nauc_ndcg_at_20_max
      value: 30.47378561555209
    - type: nauc_ndcg_at_20_std
      value: -4.921584853993488
    - type: nauc_ndcg_at_3_diff1
      value: 36.5261976812068
    - type: nauc_ndcg_at_3_max
      value: 27.560538820208926
    - type: nauc_ndcg_at_3_std
      value: -8.556686332882931
    - type: nauc_ndcg_at_5_diff1
      value: 36.571462759614526
    - type: nauc_ndcg_at_5_max
      value: 29.363401730752585
    - type: nauc_ndcg_at_5_std
      value: -7.825739170420347
    - type: nauc_precision_at_1000_diff1
      value: -12.588899483401223
    - type: nauc_precision_at_1000_max
      value: 2.641097890578701
    - type: nauc_precision_at_1000_std
      value: 17.643107625788748
    - type: nauc_precision_at_100_diff1
      value: -8.40579874206785
    - type: nauc_precision_at_100_max
      value: 9.725496771040037
    - type: nauc_precision_at_100_std
      value: 21.558582760191243
    - type: nauc_precision_at_10_diff1
      value: 6.619157191854486
    - type: nauc_precision_at_10_max
      value: 23.767406373688402
    - type: nauc_precision_at_10_std
      value: 10.428535003478808
    - type: nauc_precision_at_1_diff1
      value: 41.17596078958236
    - type: nauc_precision_at_1_max
      value: 23.32588591818617
    - type: nauc_precision_at_1_std
      value: -7.126628034623689
    - type: nauc_precision_at_20_diff1
      value: -0.6449974218292859
    - type: nauc_precision_at_20_max
      value: 20.211503851418783
    - type: nauc_precision_at_20_std
      value: 17.922745410142575
    - type: nauc_precision_at_3_diff1
      value: 19.710276097428657
    - type: nauc_precision_at_3_max
      value: 26.768918044758706
    - type: nauc_precision_at_3_std
      value: -1.0636448912049246
    - type: nauc_precision_at_5_diff1
      value: 13.073181337982613
    - type: nauc_precision_at_5_max
      value: 26.418340338971024
    - type: nauc_precision_at_5_std
      value: 2.9842078949528688
    - type: nauc_recall_at_1000_diff1
      value: 30.52411148739828
    - type: nauc_recall_at_1000_max
      value: 90.96409807536762
    - type: nauc_recall_at_1000_std
      value: 83.94857830921949
    - type: nauc_recall_at_100_diff1
      value: 36.936303690592155
    - type: nauc_recall_at_100_max
      value: 71.91515014325869
    - type: nauc_recall_at_100_std
      value: 48.93061263403371
    - type: nauc_recall_at_10_diff1
      value: 32.84292362076269
    - type: nauc_recall_at_10_max
      value: 44.27252783122478
    - type: nauc_recall_at_10_std
      value: -1.5981198975612385
    - type: nauc_recall_at_1_diff1
      value: 42.721072690634884
    - type: nauc_recall_at_1_max
      value: 21.750451486885332
    - type: nauc_recall_at_1_std
      value: -9.99540950522643
    - type: nauc_recall_at_20_diff1
      value: 29.36724417081702
    - type: nauc_recall_at_20_max
      value: 52.035846390214715
    - type: nauc_recall_at_20_std
      value: 11.967264191332818
    - type: nauc_recall_at_3_diff1
      value: 31.634923771936098
    - type: nauc_recall_at_3_max
      value: 30.225743369869473
    - type: nauc_recall_at_3_std
      value: -9.253665347118615
    - type: nauc_recall_at_5_diff1
      value: 30.66271853090737
    - type: nauc_recall_at_5_max
      value: 35.70815715994996
    - type: nauc_recall_at_5_std
      value: -7.836012956078996
    - type: ndcg_at_1
      value: 42.468
    - type: ndcg_at_10
      value: 62.464
    - type: ndcg_at_100
      value: 65.618
    - type: ndcg_at_1000
      value: 66.014
    - type: ndcg_at_20
      value: 64.12
    - type: ndcg_at_3
      value: 54.790000000000006
    - type: ndcg_at_5
      value: 58.992
    - type: precision_at_1
      value: 42.468
    - type: precision_at_10
      value: 9.959
    - type: precision_at_100
      value: 1.174
    - type: precision_at_1000
      value: 0.121
    - type: precision_at_20
      value: 5.380999999999999
    - type: precision_at_3
      value: 24.73
    - type: precision_at_5
      value: 17.299999999999997
    - type: recall_at_1
      value: 38.0
    - type: recall_at_10
      value: 83.22699999999999
    - type: recall_at_100
      value: 96.584
    - type: recall_at_1000
      value: 99.512
    - type: recall_at_20
      value: 89.291
    - type: recall_at_3
      value: 63.666
    - type: recall_at_5
      value: 73.27900000000001
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB QuoraRetrieval (default)
      revision: e4e08e0b7dbe3c8700f0daef558ff32256715259
      split: test
      type: mteb/quora
    metrics:
    - type: main_score
      value: 87.366
    - type: map_at_1
      value: 69.95700000000001
    - type: map_at_10
      value: 83.55
    - type: map_at_100
      value: 84.196
    - type: map_at_1000
      value: 84.21600000000001
    - type: map_at_20
      value: 83.982
    - type: map_at_3
      value: 80.647
    - type: map_at_5
      value: 82.443
    - type: mrr_at_1
      value: 80.39
    - type: mrr_at_10
      value: 86.65646031746004
    - type: mrr_at_100
      value: 86.7852113210373
    - type: mrr_at_1000
      value: 86.78651118354796
    - type: mrr_at_20
      value: 86.75772838878498
    - type: mrr_at_3
      value: 85.67499999999971
    - type: mrr_at_5
      value: 86.33749999999962
    - type: nauc_map_at_1000_diff1
      value: 76.68189702770007
    - type: nauc_map_at_1000_max
      value: 36.19988239025682
    - type: nauc_map_at_1000_std
      value: -26.231691135645736
    - type: nauc_map_at_100_diff1
      value: 76.68832712120171
    - type: nauc_map_at_100_max
      value: 36.18627717337547
    - type: nauc_map_at_100_std
      value: -26.28243886166
    - type: nauc_map_at_10_diff1
      value: 76.88888516032657
    - type: nauc_map_at_10_max
      value: 35.69809861085124
    - type: nauc_map_at_10_std
      value: -27.859425473864224
    - type: nauc_map_at_1_diff1
      value: 79.5243725217315
    - type: nauc_map_at_1_max
      value: 27.092773841207002
    - type: nauc_map_at_1_std
      value: -26.223200911204543
    - type: nauc_map_at_20_diff1
      value: 76.74938996155176
    - type: nauc_map_at_20_max
      value: 36.07373781351406
    - type: nauc_map_at_20_std
      value: -26.891400098628015
    - type: nauc_map_at_3_diff1
      value: 77.29604745045076
    - type: nauc_map_at_3_max
      value: 33.11431059356283
    - type: nauc_map_at_3_std
      value: -29.555237195931085
    - type: nauc_map_at_5_diff1
      value: 77.14069217901078
    - type: nauc_map_at_5_max
      value: 34.68656073526487
    - type: nauc_map_at_5_std
      value: -28.945053669861508
    - type: nauc_mrr_at_1000_diff1
      value: 76.66087451567746
    - type: nauc_mrr_at_1000_max
      value: 38.78133177265328
    - type: nauc_mrr_at_1000_std
      value: -23.75726541774991
    - type: nauc_mrr_at_100_diff1
      value: 76.66117078261013
    - type: nauc_mrr_at_100_max
      value: 38.782533036423885
    - type: nauc_mrr_at_100_std
      value: -23.752587601473568
    - type: nauc_mrr_at_10_diff1
      value: 76.65866401411019
    - type: nauc_mrr_at_10_max
      value: 38.87950311049704
    - type: nauc_mrr_at_10_std
      value: -23.873660706680578
    - type: nauc_mrr_at_1_diff1
      value: 77.42633506487041
    - type: nauc_mrr_at_1_max
      value: 37.93973722217786
    - type: nauc_mrr_at_1_std
      value: -23.3984130771317
    - type: nauc_mrr_at_20_diff1
      value: 76.66210684923414
    - type: nauc_mrr_at_20_max
      value: 38.81293033048911
    - type: nauc_mrr_at_20_std
      value: -23.736590746133736
    - type: nauc_mrr_at_3_diff1
      value: 76.33711764736019
    - type: nauc_mrr_at_3_max
      value: 38.5659231830368
    - type: nauc_mrr_at_3_std
      value: -23.99588149124865
    - type: nauc_mrr_at_5_diff1
      value: 76.57123830226054
    - type: nauc_mrr_at_5_max
      value: 38.97947097392977
    - type: nauc_mrr_at_5_std
      value: -23.943668957974246
    - type: nauc_ndcg_at_1000_diff1
      value: 76.38447339050585
    - type: nauc_ndcg_at_1000_max
      value: 37.756822792877934
    - type: nauc_ndcg_at_1000_std
      value: -24.046995734357164
    - type: nauc_ndcg_at_100_diff1
      value: 76.44058018066822
    - type: nauc_ndcg_at_100_max
      value: 37.72948294169218
    - type: nauc_ndcg_at_100_std
      value: -24.083432140741795
    - type: nauc_ndcg_at_10_diff1
      value: 76.56246287923074
    - type: nauc_ndcg_at_10_max
      value: 37.0329253490553
    - type: nauc_ndcg_at_10_std
      value: -26.6495163705961
    - type: nauc_ndcg_at_1_diff1
      value: 77.4085129990432
    - type: nauc_ndcg_at_1_max
      value: 38.06139172214421
    - type: nauc_ndcg_at_1_std
      value: -23.656477126977386
    - type: nauc_ndcg_at_20_diff1
      value: 76.50192496743098
    - type: nauc_ndcg_at_20_max
      value: 37.51759311013985
    - type: nauc_ndcg_at_20_std
      value: -25.45517058360004
    - type: nauc_ndcg_at_3_diff1
      value: 75.94398494081794
    - type: nauc_ndcg_at_3_max
      value: 35.7666711547279
    - type: nauc_ndcg_at_3_std
      value: -26.866022682361578
    - type: nauc_ndcg_at_5_diff1
      value: 76.47334274088344
    - type: nauc_ndcg_at_5_max
      value: 36.40830331490731
    - type: nauc_ndcg_at_5_std
      value: -27.170121189572765
    - type: nauc_precision_at_1000_diff1
      value: -43.33672630765437
    - type: nauc_precision_at_1000_max
      value: -5.089751329149161
    - type: nauc_precision_at_1000_std
      value: 30.6241447847051
    - type: nauc_precision_at_100_diff1
      value: -42.736833035629864
    - type: nauc_precision_at_100_max
      value: -4.060198408346224
    - type: nauc_precision_at_100_std
      value: 29.807050266205344
    - type: nauc_precision_at_10_diff1
      value: -35.90810562245906
    - type: nauc_precision_at_10_max
      value: 1.1633204529249133
    - type: nauc_precision_at_10_std
      value: 20.129691203276018
    - type: nauc_precision_at_1_diff1
      value: 77.4085129990432
    - type: nauc_precision_at_1_max
      value: 38.06139172214421
    - type: nauc_precision_at_1_std
      value: -23.656477126977386
    - type: nauc_precision_at_20_diff1
      value: -40.2132286912738
    - type: nauc_precision_at_20_max
      value: -1.3004735030734194
    - type: nauc_precision_at_20_std
      value: 25.15612293757488
    - type: nauc_precision_at_3_diff1
      value: -13.873825299883904
    - type: nauc_precision_at_3_max
      value: 11.038689278907233
    - type: nauc_precision_at_3_std
      value: 5.4276449621706
    - type: nauc_precision_at_5_diff1
      value: -27.151668633894737
    - type: nauc_precision_at_5_max
      value: 5.795130010163115
    - type: nauc_precision_at_5_std
      value: 13.220722167587375
    - type: nauc_recall_at_1000_diff1
      value: 83.903950427863
    - type: nauc_recall_at_1000_max
      value: 37.82919000897223
    - type: nauc_recall_at_1000_std
      value: 70.65670846771707
    - type: nauc_recall_at_100_diff1
      value: 75.23306095335836
    - type: nauc_recall_at_100_max
      value: 37.54281648247423
    - type: nauc_recall_at_100_std
      value: 8.434289114377373
    - type: nauc_recall_at_10_diff1
      value: 72.7872912723047
    - type: nauc_recall_at_10_max
      value: 34.261519652104184
    - type: nauc_recall_at_10_std
      value: -34.60101950810808
    - type: nauc_recall_at_1_diff1
      value: 79.5243725217315
    - type: nauc_recall_at_1_max
      value: 27.092773841207002
    - type: nauc_recall_at_1_std
      value: -26.223200911204543
    - type: nauc_recall_at_20_diff1
      value: 72.8297963091964
    - type: nauc_recall_at_20_max
      value: 36.070220569670916
    - type: nauc_recall_at_20_std
      value: -27.20897179168245
    - type: nauc_recall_at_3_diff1
      value: 73.47456374650459
    - type: nauc_recall_at_3_max
      value: 29.901663407294816
    - type: nauc_recall_at_3_std
      value: -32.83329537040381
    - type: nauc_recall_at_5_diff1
      value: 73.05025750827126
    - type: nauc_recall_at_5_max
      value: 32.35733470860963
    - type: nauc_recall_at_5_std
      value: -34.32357558493091
    - type: ndcg_at_1
      value: 80.4
    - type: ndcg_at_10
      value: 87.366
    - type: ndcg_at_100
      value: 88.7
    - type: ndcg_at_1000
      value: 88.842
    - type: ndcg_at_20
      value: 88.11
    - type: ndcg_at_3
      value: 84.52499999999999
    - type: ndcg_at_5
      value: 86.047
    - type: precision_at_1
      value: 80.4
    - type: precision_at_10
      value: 13.235
    - type: precision_at_100
      value: 1.516
    - type: precision_at_1000
      value: 0.156
    - type: precision_at_20
      value: 7.037
    - type: precision_at_3
      value: 36.9
    - type: precision_at_5
      value: 24.236
    - type: recall_at_1
      value: 69.95700000000001
    - type: recall_at_10
      value: 94.535
    - type: recall_at_100
      value: 99.164
    - type: recall_at_1000
      value: 99.855
    - type: recall_at_20
      value: 96.974
    - type: recall_at_3
      value: 86.33800000000001
    - type: recall_at_5
      value: 90.69
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB SCIDOCS (default)
      revision: f8c2fcf00f625baaa80f62ec5bd9e1fff3b8ae88
      split: test
      type: mteb/scidocs
    metrics:
    - type: main_score
      value: 21.492
    - type: map_at_1
      value: 5.192
    - type: map_at_10
      value: 12.959000000000001
    - type: map_at_100
      value: 14.963999999999999
    - type: map_at_1000
      value: 15.261
    - type: map_at_20
      value: 13.988999999999999
    - type: map_at_3
      value: 9.235
    - type: map_at_5
      value: 11.042
    - type: mrr_at_1
      value: 25.5
    - type: mrr_at_10
      value: 36.37313492063491
    - type: mrr_at_100
      value: 37.36517957347626
    - type: mrr_at_1000
      value: 37.42538601073437
    - type: mrr_at_20
      value: 36.987896404421136
    - type: mrr_at_3
      value: 32.966666666666654
    - type: mrr_at_5
      value: 34.95166666666664
    - type: nauc_map_at_1000_diff1
      value: 13.635120934154395
    - type: nauc_map_at_1000_max
      value: 28.03542983005195
    - type: nauc_map_at_1000_std
      value: 17.07156940311778
    - type: nauc_map_at_100_diff1
      value: 13.59237295184475
    - type: nauc_map_at_100_max
      value: 27.992291365051237
    - type: nauc_map_at_100_std
      value: 16.926533467400464
    - type: nauc_map_at_10_diff1
      value: 14.149193235999993
    - type: nauc_map_at_10_max
      value: 26.520643811139305
    - type: nauc_map_at_10_std
      value: 13.168673602548925
    - type: nauc_map_at_1_diff1
      value: 20.096094508148465
    - type: nauc_map_at_1_max
      value: 17.41582245576302
    - type: nauc_map_at_1_std
      value: 5.771729007558897
    - type: nauc_map_at_20_diff1
      value: 13.977726400526427
    - type: nauc_map_at_20_max
      value: 27.2322235491895
    - type: nauc_map_at_20_std
      value: 14.972781677750435
    - type: nauc_map_at_3_diff1
      value: 17.371153027460355
    - type: nauc_map_at_3_max
      value: 24.457758503208254
    - type: nauc_map_at_3_std
      value: 7.719726821179824
    - type: nauc_map_at_5_diff1
      value: 14.600442843442574
    - type: nauc_map_at_5_max
      value: 25.899736370856296
    - type: nauc_map_at_5_std
      value: 10.125349354853359
    - type: nauc_mrr_at_1000_diff1
      value: 18.70342821390236
    - type: nauc_mrr_at_1000_max
      value: 23.365194520549114
    - type: nauc_mrr_at_1000_std
      value: 12.185114294903236
    - type: nauc_mrr_at_100_diff1
      value: 18.677858738015907
    - type: nauc_mrr_at_100_max
      value: 23.372641996726742
    - type: nauc_mrr_at_100_std
      value: 12.216130561991909
    - type: nauc_mrr_at_10_diff1
      value: 18.79094453090232
    - type: nauc_mrr_at_10_max
      value: 23.511686337006466
    - type: nauc_mrr_at_10_std
      value: 11.879716687008134
    - type: nauc_mrr_at_1_diff1
      value: 20.10455171810408
    - type: nauc_mrr_at_1_max
      value: 17.741566234315428
    - type: nauc_mrr_at_1_std
      value: 6.1676764583652215
    - type: nauc_mrr_at_20_diff1
      value: 18.70143648544655
    - type: nauc_mrr_at_20_max
      value: 23.45603239095019
    - type: nauc_mrr_at_20_std
      value: 12.244613576686202
    - type: nauc_mrr_at_3_diff1
      value: 18.894662528857374
    - type: nauc_mrr_at_3_max
      value: 23.3739038101588
    - type: nauc_mrr_at_3_std
      value: 10.4709044796543
    - type: nauc_mrr_at_5_diff1
      value: 18.877786065095563
    - type: nauc_mrr_at_5_max
      value: 23.78061081203872
    - type: nauc_mrr_at_5_std
      value: 11.847882917869622
    - type: nauc_ndcg_at_1000_diff1
      value: 13.99159027398115
    - type: nauc_ndcg_at_1000_max
      value: 29.44766808611483
    - type: nauc_ndcg_at_1000_std
      value: 24.289749574699915
    - type: nauc_ndcg_at_100_diff1
      value: 13.164020363258746
    - type: nauc_ndcg_at_100_max
      value: 29.642442997167723
    - type: nauc_ndcg_at_100_std
      value: 23.761764515453866
    - type: nauc_ndcg_at_10_diff1
      value: 14.839883268638546
    - type: nauc_ndcg_at_10_max
      value: 27.21043708455449
    - type: nauc_ndcg_at_10_std
      value: 15.56110419291775
    - type: nauc_ndcg_at_1_diff1
      value: 20.10455171810408
    - type: nauc_ndcg_at_1_max
      value: 17.741566234315428
    - type: nauc_ndcg_at_1_std
      value: 6.1676764583652215
    - type: nauc_ndcg_at_20_diff1
      value: 14.27998110295395
    - type: nauc_ndcg_at_20_max
      value: 28.2492026337839
    - type: nauc_ndcg_at_20_std
      value: 18.822356982979105
    - type: nauc_ndcg_at_3_diff1
      value: 17.659263157535445
    - type: nauc_ndcg_at_3_max
      value: 25.416706421591396
    - type: nauc_ndcg_at_3_std
      value: 9.650689638152636
    - type: nauc_ndcg_at_5_diff1
      value: 15.38459833918123
    - type: nauc_ndcg_at_5_max
      value: 26.92495519416969
    - type: nauc_ndcg_at_5_std
      value: 12.71017696809276
    - type: nauc_precision_at_1000_diff1
      value: 6.128490135458364
    - type: nauc_precision_at_1000_max
      value: 23.52693893261883
    - type: nauc_precision_at_1000_std
      value: 36.280432732819925
    - type: nauc_precision_at_100_diff1
      value: 5.306163791220436
    - type: nauc_precision_at_100_max
      value: 27.67851033239246
    - type: nauc_precision_at_100_std
      value: 34.29821573752515
    - type: nauc_precision_at_10_diff1
      value: 10.829686435425472
    - type: nauc_precision_at_10_max
      value: 27.201648684015318
    - type: nauc_precision_at_10_std
      value: 19.376999508233254
    - type: nauc_precision_at_1_diff1
      value: 20.10455171810408
    - type: nauc_precision_at_1_max
      value: 17.741566234315428
    - type: nauc_precision_at_1_std
      value: 6.1676764583652215
    - type: nauc_precision_at_20_diff1
      value: 9.416169626702048
    - type: nauc_precision_at_20_max
      value: 27.65257998670333
    - type: nauc_precision_at_20_std
      value: 24.761868509805826
    - type: nauc_precision_at_3_diff1
      value: 16.666456902017348
    - type: nauc_precision_at_3_max
      value: 27.9969730961105
    - type: nauc_precision_at_3_std
      value: 10.991562741393231
    - type: nauc_precision_at_5_diff1
      value: 12.26205064462843
    - type: nauc_precision_at_5_max
      value: 29.083848730874095
    - type: nauc_precision_at_5_std
      value: 15.66630836555747
    - type: nauc_recall_at_1000_diff1
      value: 5.600277836894063
    - type: nauc_recall_at_1000_max
      value: 23.228705161815526
    - type: nauc_recall_at_1000_std
      value: 36.822431061799485
    - type: nauc_recall_at_100_diff1
      value: 4.991781244867178
    - type: nauc_recall_at_100_max
      value: 27.70095625483475
    - type: nauc_recall_at_100_std
      value: 34.67168431597854
    - type: nauc_recall_at_10_diff1
      value: 10.580860425931972
    - type: nauc_recall_at_10_max
      value: 27.145829414223666
    - type: nauc_recall_at_10_std
      value: 19.330630157067382
    - type: nauc_recall_at_1_diff1
      value: 20.096094508148465
    - type: nauc_recall_at_1_max
      value: 17.41582245576302
    - type: nauc_recall_at_1_std
      value: 5.771729007558897
    - type: nauc_recall_at_20_diff1
      value: 9.06945331260344
    - type: nauc_recall_at_20_max
      value: 27.56725251066482
    - type: nauc_recall_at_20_std
      value: 24.77644509886098
    - type: nauc_recall_at_3_diff1
      value: 16.660507676429322
    - type: nauc_recall_at_3_max
      value: 27.816546386536434
    - type: nauc_recall_at_3_std
      value: 10.687824478247007
    - type: nauc_recall_at_5_diff1
      value: 11.992514446369388
    - type: nauc_recall_at_5_max
      value: 28.789031176671948
    - type: nauc_recall_at_5_std
      value: 15.422118990090805
    - type: ndcg_at_1
      value: 25.5
    - type: ndcg_at_10
      value: 21.492
    - type: ndcg_at_100
      value: 29.022
    - type: ndcg_at_1000
      value: 34.298
    - type: ndcg_at_20
      value: 24.237000000000002
    - type: ndcg_at_3
      value: 20.392
    - type: ndcg_at_5
      value: 17.801000000000002
    - type: precision_at_1
      value: 25.5
    - type: precision_at_10
      value: 11.09
    - type: precision_at_100
      value: 2.1919999999999997
    - type: precision_at_1000
      value: 0.346
    - type: precision_at_20
      value: 7.135
    - type: precision_at_3
      value: 18.933
    - type: precision_at_5
      value: 15.52
    - type: recall_at_1
      value: 5.192
    - type: recall_at_10
      value: 22.512999999999998
    - type: recall_at_100
      value: 44.505
    - type: recall_at_1000
      value: 70.267
    - type: recall_at_20
      value: 28.965000000000003
    - type: recall_at_3
      value: 11.522
    - type: recall_at_5
      value: 15.751999999999999
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB SciFact (default)
      revision: 0228b52cf27578f30900b9e5271d331663a030d7
      split: test
      type: mteb/scifact
    metrics:
    - type: main_score
      value: 71.586
    - type: map_at_1
      value: 56.760999999999996
    - type: map_at_10
      value: 66.893
    - type: map_at_100
      value: 67.42
    - type: map_at_1000
      value: 67.44200000000001
    - type: map_at_20
      value: 67.232
    - type: map_at_3
      value: 64.193
    - type: map_at_5
      value: 65.73400000000001
    - type: mrr_at_1
      value: 60.0
    - type: mrr_at_10
      value: 68.20383597883595
    - type: mrr_at_100
      value: 68.58867453733343
    - type: mrr_at_1000
      value: 68.61117469977329
    - type: mrr_at_20
      value: 68.43973740684265
    - type: mrr_at_3
      value: 66.11111111111111
    - type: mrr_at_5
      value: 67.44444444444446
    - type: nauc_map_at_1000_diff1
      value: 72.66688261123035
    - type: nauc_map_at_1000_max
      value: 61.02926282006283
    - type: nauc_map_at_1000_std
      value: 11.084549829740526
    - type: nauc_map_at_100_diff1
      value: 72.66226192320828
    - type: nauc_map_at_100_max
      value: 61.04393223108811
    - type: nauc_map_at_100_std
      value: 11.101529343291695
    - type: nauc_map_at_10_diff1
      value: 72.66732266693091
    - type: nauc_map_at_10_max
      value: 61.24124296311832
    - type: nauc_map_at_10_std
      value: 10.91179451961794
    - type: nauc_map_at_1_diff1
      value: 74.2356464256346
    - type: nauc_map_at_1_max
      value: 54.06962758957632
    - type: nauc_map_at_1_std
      value: 0.8037891907963532
    - type: nauc_map_at_20_diff1
      value: 72.65198594061253
    - type: nauc_map_at_20_max
      value: 61.130159351448185
    - type: nauc_map_at_20_std
      value: 11.2246899245522
    - type: nauc_map_at_3_diff1
      value: 72.78578673303954
    - type: nauc_map_at_3_max
      value: 59.19073262936321
    - type: nauc_map_at_3_std
      value: 8.460301560522968
    - type: nauc_map_at_5_diff1
      value: 72.55004168261968
    - type: nauc_map_at_5_max
      value: 59.75181935082357
    - type: nauc_map_at_5_std
      value: 9.440299527201889
    - type: nauc_mrr_at_1000_diff1
      value: 72.82720348470325
    - type: nauc_mrr_at_1000_max
      value: 62.344231223741446
    - type: nauc_mrr_at_1000_std
      value: 12.60196558488974
    - type: nauc_mrr_at_100_diff1
      value: 72.82236849255094
    - type: nauc_mrr_at_100_max
      value: 62.35799491393125
    - type: nauc_mrr_at_100_std
      value: 12.617900773655673
    - type: nauc_mrr_at_10_diff1
      value: 72.7722847495086
    - type: nauc_mrr_at_10_max
      value: 62.66642401155435
    - type: nauc_mrr_at_10_std
      value: 12.906381237738746
    - type: nauc_mrr_at_1_diff1
      value: 74.71208073612343
    - type: nauc_mrr_at_1_max
      value: 59.50430394775893
    - type: nauc_mrr_at_1_std
      value: 8.129514198080512
    - type: nauc_mrr_at_20_diff1
      value: 72.78312367361772
    - type: nauc_mrr_at_20_max
      value: 62.421122493761885
    - type: nauc_mrr_at_20_std
      value: 12.693437522498588
    - type: nauc_mrr_at_3_diff1
      value: 73.50670156385345
    - type: nauc_mrr_at_3_max
      value: 62.01717537699209
    - type: nauc_mrr_at_3_std
      value: 11.926548252191182
    - type: nauc_mrr_at_5_diff1
      value: 72.62204028549876
    - type: nauc_mrr_at_5_max
      value: 62.319358766312085
    - type: nauc_mrr_at_5_std
      value: 13.081257923284342
    - type: nauc_ndcg_at_1000_diff1
      value: 72.29960539074736
    - type: nauc_ndcg_at_1000_max
      value: 62.75096959221402
    - type: nauc_ndcg_at_1000_std
      value: 13.81528462505362
    - type: nauc_ndcg_at_100_diff1
      value: 72.19985782073529
    - type: nauc_ndcg_at_100_max
      value: 63.18837705326287
    - type: nauc_ndcg_at_100_std
      value: 14.506479655117138
    - type: nauc_ndcg_at_10_diff1
      value: 71.85759847832983
    - type: nauc_ndcg_at_10_max
      value: 64.150996056865
    - type: nauc_ndcg_at_10_std
      value: 14.580606901634278
    - type: nauc_ndcg_at_1_diff1
      value: 74.71208073612343
    - type: nauc_ndcg_at_1_max
      value: 59.50430394775893
    - type: nauc_ndcg_at_1_std
      value: 8.129514198080512
    - type: nauc_ndcg_at_20_diff1
      value: 71.80987178228351
    - type: nauc_ndcg_at_20_max
      value: 63.56269460865743
    - type: nauc_ndcg_at_20_std
      value: 15.024978004625922
    - type: nauc_ndcg_at_3_diff1
      value: 72.35095651602592
    - type: nauc_ndcg_at_3_max
      value: 61.60548011855679
    - type: nauc_ndcg_at_3_std
      value: 12.048248788835263
    - type: nauc_ndcg_at_5_diff1
      value: 71.48615621881864
    - type: nauc_ndcg_at_5_max
      value: 61.72870035979784
    - type: nauc_ndcg_at_5_std
      value: 12.83048357446691
    - type: nauc_precision_at_1000_diff1
      value: -14.743011420972
    - type: nauc_precision_at_1000_max
      value: 19.281995763080158
    - type: nauc_precision_at_1000_std
      value: 49.6140660398164
    - type: nauc_precision_at_100_diff1
      value: 0.11278174806205563
    - type: nauc_precision_at_100_max
      value: 29.704511820077332
    - type: nauc_precision_at_100_std
      value: 47.84916954122579
    - type: nauc_precision_at_10_diff1
      value: 20.498227967235728
    - type: nauc_precision_at_10_max
      value: 47.883119365891595
    - type: nauc_precision_at_10_std
      value: 45.182178693450595
    - type: nauc_precision_at_1_diff1
      value: 74.71208073612343
    - type: nauc_precision_at_1_max
      value: 59.50430394775893
    - type: nauc_precision_at_1_std
      value: 8.129514198080512
    - type: nauc_precision_at_20_diff1
      value: 12.551737222341455
    - type: nauc_precision_at_20_max
      value: 40.618899501225634
    - type: nauc_precision_at_20_std
      value: 48.5598454249067
    - type: nauc_precision_at_3_diff1
      value: 47.67720764601145
    - type: nauc_precision_at_3_max
      value: 56.50632017305064
    - type: nauc_precision_at_3_std
      value: 31.14175140162157
    - type: nauc_precision_at_5_diff1
      value: 35.10058622792819
    - type: nauc_precision_at_5_max
      value: 51.88948872657981
    - type: nauc_precision_at_5_std
      value: 37.62796957461928
    - type: nauc_recall_at_1000_diff1
      value: 79.57516339869238
    - type: nauc_recall_at_1000_max
      value: 86.11111111111035
    - type: nauc_recall_at_1000_std
      value: 79.57516339869238
    - type: nauc_recall_at_100_diff1
      value: 70.50859559510081
    - type: nauc_recall_at_100_max
      value: 79.17009941231396
    - type: nauc_recall_at_100_std
      value: 44.32910419069595
    - type: nauc_recall_at_10_diff1
      value: 66.16118569361245
    - type: nauc_recall_at_10_max
      value: 74.73542948302286
    - type: nauc_recall_at_10_std
      value: 27.680330939810037
    - type: nauc_recall_at_1_diff1
      value: 74.2356464256346
    - type: nauc_recall_at_1_max
      value: 54.06962758957632
    - type: nauc_recall_at_1_std
      value: 0.8037891907963532
    - type: nauc_recall_at_20_diff1
      value: 65.4748436545527
    - type: nauc_recall_at_20_max
      value: 73.81532199081235
    - type: nauc_recall_at_20_std
      value: 33.59324708196253
    - type: nauc_recall_at_3_diff1
      value: 68.83194804473622
    - type: nauc_recall_at_3_max
      value: 61.77722610439669
    - type: nauc_recall_at_3_std
      value: 13.984923756556714
    - type: nauc_recall_at_5_diff1
      value: 65.51467417209523
    - type: nauc_recall_at_5_max
      value: 64.08276291427661
    - type: nauc_recall_at_5_std
      value: 19.976472037847167
    - type: ndcg_at_1
      value: 60.0
    - type: ndcg_at_10
      value: 71.586
    - type: ndcg_at_100
      value: 73.76899999999999
    - type: ndcg_at_1000
      value: 74.386
    - type: ndcg_at_20
      value: 72.612
    - type: ndcg_at_3
      value: 66.944
    - type: ndcg_at_5
      value: 69.333
    - type: precision_at_1
      value: 60.0
    - type: precision_at_10
      value: 9.6
    - type: precision_at_100
      value: 1.073
    - type: precision_at_1000
      value: 0.11199999999999999
    - type: precision_at_20
      value: 5.033
    - type: precision_at_3
      value: 26.333000000000002
    - type: precision_at_5
      value: 17.4
    - type: recall_at_1
      value: 56.760999999999996
    - type: recall_at_10
      value: 84.589
    - type: recall_at_100
      value: 94.333
    - type: recall_at_1000
      value: 99.333
    - type: recall_at_20
      value: 88.43299999999999
    - type: recall_at_3
      value: 72.10600000000001
    - type: recall_at_5
      value: 78.194
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB TRECCOVID (default)
      revision: bb9466bac8153a0349341eb1b22e06409e78ef4e
      split: test
      type: mteb/trec-covid
    metrics:
    - type: main_score
      value: 84.60600000000001
    - type: map_at_1
      value: 0.257
    - type: map_at_10
      value: 2.196
    - type: map_at_100
      value: 13.252
    - type: map_at_1000
      value: 31.473000000000003
    - type: map_at_20
      value: 4.023000000000001
    - type: map_at_3
      value: 0.722
    - type: map_at_5
      value: 1.146
    - type: mrr_at_1
      value: 94.0
    - type: mrr_at_10
      value: 97.0
    - type: mrr_at_100
      value: 97.0
    - type: mrr_at_1000
      value: 97.0
    - type: mrr_at_20
      value: 97.0
    - type: mrr_at_3
      value: 97.0
    - type: mrr_at_5
      value: 97.0
    - type: nauc_map_at_1000_diff1
      value: -30.674816554207062
    - type: nauc_map_at_1000_max
      value: 53.18598689657068
    - type: nauc_map_at_1000_std
      value: 78.88325309469121
    - type: nauc_map_at_100_diff1
      value: -17.6877824653978
    - type: nauc_map_at_100_max
      value: 19.584159765315658
    - type: nauc_map_at_100_std
      value: 48.051154190992726
    - type: nauc_map_at_10_diff1
      value: 20.076631089898626
    - type: nauc_map_at_10_max
      value: -8.642556160185636
    - type: nauc_map_at_10_std
      value: -5.768698617334298
    - type: nauc_map_at_1_diff1
      value: 27.342260509653798
    - type: nauc_map_at_1_max
      value: -23.400451210297994
    - type: nauc_map_at_1_std
      value: -21.152006353733853
    - type: nauc_map_at_20_diff1
      value: 8.019321726240506
    - type: nauc_map_at_20_max
      value: -1.4826378210544222
    - type: nauc_map_at_20_std
      value: 5.698208117745366
    - type: nauc_map_at_3_diff1
      value: 32.073377946749446
    - type: nauc_map_at_3_max
      value: -13.099353983204654
    - type: nauc_map_at_3_std
      value: -15.36319127398037
    - type: nauc_map_at_5_diff1
      value: 22.500045815797876
    - type: nauc_map_at_5_max
      value: -8.548135411428023
    - type: nauc_map_at_5_std
      value: -8.547850460331334
    - type: nauc_mrr_at_1000_diff1
      value: -6.022408963585526
    - type: nauc_mrr_at_1000_max
      value: 4.481792717087155
    - type: nauc_mrr_at_1000_std
      value: 51.6962340491753
    - type: nauc_mrr_at_100_diff1
      value: -6.022408963585526
    - type: nauc_mrr_at_100_max
      value: 4.481792717087155
    - type: nauc_mrr_at_100_std
      value: 51.6962340491753
    - type: nauc_mrr_at_10_diff1
      value: -6.022408963585526
    - type: nauc_mrr_at_10_max
      value: 4.481792717087155
    - type: nauc_mrr_at_10_std
      value: 51.6962340491753
    - type: nauc_mrr_at_1_diff1
      value: -6.022408963585076
    - type: nauc_mrr_at_1_max
      value: 4.481792717087146
    - type: nauc_mrr_at_1_std
      value: 51.69623404917518
    - type: nauc_mrr_at_20_diff1
      value: -6.022408963585526
    - type: nauc_mrr_at_20_max
      value: 4.481792717087155
    - type: nauc_mrr_at_20_std
      value: 51.6962340491753
    - type: nauc_mrr_at_3_diff1
      value: -6.022408963585526
    - type: nauc_mrr_at_3_max
      value: 4.481792717087155
    - type: nauc_mrr_at_3_std
      value: 51.6962340491753
    - type: nauc_mrr_at_5_diff1
      value: -6.022408963585526
    - type: nauc_mrr_at_5_max
      value: 4.481792717087155
    - type: nauc_mrr_at_5_std
      value: 51.6962340491753
    - type: nauc_ndcg_at_1000_diff1
      value: -20.79697283984295
    - type: nauc_ndcg_at_1000_max
      value: 52.97671908009218
    - type: nauc_ndcg_at_1000_std
      value: 75.43907707019758
    - type: nauc_ndcg_at_100_diff1
      value: -38.620752706946455
    - type: nauc_ndcg_at_100_max
      value: 49.41307462381511
    - type: nauc_ndcg_at_100_std
      value: 81.33299379244252
    - type: nauc_ndcg_at_10_diff1
      value: -18.611906363037356
    - type: nauc_ndcg_at_10_max
      value: 44.20544651664479
    - type: nauc_ndcg_at_10_std
      value: 61.322552829935816
    - type: nauc_ndcg_at_1_diff1
      value: 18.625935567849073
    - type: nauc_ndcg_at_1_max
      value: -10.104132769280879
    - type: nauc_ndcg_at_1_std
      value: 22.449560689879743
    - type: nauc_ndcg_at_20_diff1
      value: -30.61130208138771
    - type: nauc_ndcg_at_20_max
      value: 52.68851710375231
    - type: nauc_ndcg_at_20_std
      value: 69.72357683382992
    - type: nauc_ndcg_at_3_diff1
      value: 5.695394821691213
    - type: nauc_ndcg_at_3_max
      value: 37.909122367102135
    - type: nauc_ndcg_at_3_std
      value: 46.2366603255159
    - type: nauc_ndcg_at_5_diff1
      value: -15.273067832464731
    - type: nauc_ndcg_at_5_max
      value: 49.7054639475091
    - type: nauc_ndcg_at_5_std
      value: 58.83754007826166
    - type: nauc_precision_at_1000_diff1
      value: -31.565302588492035
    - type: nauc_precision_at_1000_max
      value: 52.56214379514724
    - type: nauc_precision_at_1000_std
      value: 53.40618234326055
    - type: nauc_precision_at_100_diff1
      value: -44.67273120709088
    - type: nauc_precision_at_100_max
      value: 48.30381155522576
    - type: nauc_precision_at_100_std
      value: 82.1984661602578
    - type: nauc_precision_at_10_diff1
      value: -24.737383556860145
    - type: nauc_precision_at_10_max
      value: 52.816815002878556
    - type: nauc_precision_at_10_std
      value: 67.99052410030845
    - type: nauc_precision_at_1_diff1
      value: -6.022408963585076
    - type: nauc_precision_at_1_max
      value: 4.481792717087146
    - type: nauc_precision_at_1_std
      value: 51.69623404917518
    - type: nauc_precision_at_20_diff1
      value: -40.23628054967093
    - type: nauc_precision_at_20_max
      value: 56.980056980057014
    - type: nauc_precision_at_20_std
      value: 76.60976777785895
    - type: nauc_precision_at_3_diff1
      value: -4.661784068466279
    - type: nauc_precision_at_3_max
      value: 59.052007899934125
    - type: nauc_precision_at_3_std
      value: 58.187952600394986
    - type: nauc_precision_at_5_diff1
      value: -38.11848143512736
    - type: nauc_precision_at_5_max
      value: 68.6149353358365
    - type: nauc_precision_at_5_std
      value: 73.55652899457661
    - type: nauc_recall_at_1000_diff1
      value: -14.886527444436345
    - type: nauc_recall_at_1000_max
      value: 48.07492302795808
    - type: nauc_recall_at_1000_std
      value: 65.05623212485906
    - type: nauc_recall_at_100_diff1
      value: -8.148385729388195
    - type: nauc_recall_at_100_max
      value: 8.041615364614533
    - type: nauc_recall_at_100_std
      value: 33.77187914574611
    - type: nauc_recall_at_10_diff1
      value: 24.333628413035942
    - type: nauc_recall_at_10_max
      value: -14.577877145192078
    - type: nauc_recall_at_10_std
      value: -12.131819145098557
    - type: nauc_recall_at_1_diff1
      value: 27.342260509653798
    - type: nauc_recall_at_1_max
      value: -23.400451210297994
    - type: nauc_recall_at_1_std
      value: -21.152006353733853
    - type: nauc_recall_at_20_diff1
      value: 13.695556376785564
    - type: nauc_recall_at_20_max
      value: -8.872009346408264
    - type: nauc_recall_at_20_std
      value: -3.163199444247112
    - type: nauc_recall_at_3_diff1
      value: 32.00442538217753
    - type: nauc_recall_at_3_max
      value: -15.159737942664552
    - type: nauc_recall_at_3_std
      value: -17.530833132440645
    - type: nauc_recall_at_5_diff1
      value: 22.64740552912405
    - type: nauc_recall_at_5_max
      value: -12.947090597010414
    - type: nauc_recall_at_5_std
      value: -12.914478822476807
    - type: ndcg_at_1
      value: 88.0
    - type: ndcg_at_10
      value: 84.60600000000001
    - type: ndcg_at_100
      value: 64.31700000000001
    - type: ndcg_at_1000
      value: 56.40500000000001
    - type: ndcg_at_20
      value: 80.561
    - type: ndcg_at_3
      value: 87.87700000000001
    - type: ndcg_at_5
      value: 86.641
    - type: precision_at_1
      value: 94.0
    - type: precision_at_10
      value: 88.2
    - type: precision_at_100
      value: 65.9
    - type: precision_at_1000
      value: 25.019999999999996
    - type: precision_at_20
      value: 84.7
    - type: precision_at_3
      value: 92.0
    - type: precision_at_5
      value: 90.0
    - type: recall_at_1
      value: 0.257
    - type: recall_at_10
      value: 2.338
    - type: recall_at_100
      value: 15.831999999999999
    - type: recall_at_1000
      value: 52.519000000000005
    - type: recall_at_20
      value: 4.367
    - type: recall_at_3
      value: 0.74
    - type: recall_at_5
      value: 1.196
    task:
      type: Retrieval
  - dataset:
      config: default
      name: MTEB Touche2020 (default)
      revision: a34f9a33db75fa0cbb21bb5cfc3dae8dc8bec93f
      split: test
      type: mteb/touche2020
    metrics:
    - type: main_score
      value: 31.426
    - type: map_at_1
      value: 3.4709999999999996
    - type: map_at_10
      value: 13.236999999999998
    - type: map_at_100
      value: 19.521
    - type: map_at_1000
      value: 21.224
    - type: map_at_20
      value: 15.626000000000001
    - type: map_at_3
      value: 7.152
    - type: map_at_5
      value: 9.914000000000001
    - type: mrr_at_1
      value: 44.89795918367347
    - type: mrr_at_10
      value: 57.54373177842565
    - type: mrr_at_100
      value: 57.855267710139536
    - type: mrr_at_1000
      value: 57.855267710139536
    - type: mrr_at_20
      value: 57.70071764969724
    - type: mrr_at_3
      value: 52.72108843537414
    - type: mrr_at_5
      value: 55.06802721088435
    - type: nauc_map_at_1000_diff1
      value: 21.148857552115558
    - type: nauc_map_at_1000_max
      value: 2.0837572569021323
    - type: nauc_map_at_1000_std
      value: 3.203419709665347
    - type: nauc_map_at_100_diff1
      value: 21.383778167597878
    - type: nauc_map_at_100_max
      value: 0.965767943155967
    - type: nauc_map_at_100_std
      value: 0.3949924961020957
    - type: nauc_map_at_10_diff1
      value: 27.178555638086394
    - type: nauc_map_at_10_max
      value: 4.480675175857958
    - type: nauc_map_at_10_std
      value: -13.69553539513878
    - type: nauc_map_at_1_diff1
      value: 27.63901823865334
    - type: nauc_map_at_1_max
      value: -18.6387233237763
    - type: nauc_map_at_1_std
      value: -27.02164241863646
    - type: nauc_map_at_20_diff1
      value: 23.892104752374888
    - type: nauc_map_at_20_max
      value: 3.5343136621362348
    - type: nauc_map_at_20_std
      value: -8.765101188860816
    - type: nauc_map_at_3_diff1
      value: 22.065793929837493
    - type: nauc_map_at_3_max
      value: 0.8063396680860568
    - type: nauc_map_at_3_std
      value: -20.404849396621824
    - type: nauc_map_at_5_diff1
      value: 22.66626080580714
    - type: nauc_map_at_5_max
      value: 5.423340658352383
    - type: nauc_map_at_5_std
      value: -18.31523779843455
    - type: nauc_mrr_at_1000_diff1
      value: 30.520722269282665
    - type: nauc_mrr_at_1000_max
      value: -16.644959497742267
    - type: nauc_mrr_at_1000_std
      value: -16.3824126273053
    - type: nauc_mrr_at_100_diff1
      value: 30.520722269282665
    - type: nauc_mrr_at_100_max
      value: -16.644959497742267
    - type: nauc_mrr_at_100_std
      value: -16.3824126273053
    - type: nauc_mrr_at_10_diff1
      value: 30.428248939332974
    - type: nauc_mrr_at_10_max
      value: -16.300183919261585
    - type: nauc_mrr_at_10_std
      value: -15.404823235836309
    - type: nauc_mrr_at_1_diff1
      value: 27.041346572613474
    - type: nauc_mrr_at_1_max
      value: -23.181309312755804
    - type: nauc_mrr_at_1_std
      value: -24.33076726484014
    - type: nauc_mrr_at_20_diff1
      value: 30.676558567379303
    - type: nauc_mrr_at_20_max
      value: -16.914268763031416
    - type: nauc_mrr_at_20_std
      value: -15.77742854976336
    - type: nauc_mrr_at_3_diff1
      value: 31.718457109787096
    - type: nauc_mrr_at_3_max
      value: -15.508391132202235
    - type: nauc_mrr_at_3_std
      value: -20.33229438349494
    - type: nauc_mrr_at_5_diff1
      value: 28.73798376227693
    - type: nauc_mrr_at_5_max
      value: -16.086295031060196
    - type: nauc_mrr_at_5_std
      value: -15.644604635769321
    - type: nauc_ndcg_at_1000_diff1
      value: 22.158724660189606
    - type: nauc_ndcg_at_1000_max
      value: -3.1755686809941475
    - type: nauc_ndcg_at_1000_std
      value: 19.258386224159075
    - type: nauc_ndcg_at_100_diff1
      value: 21.83846748649288
    - type: nauc_ndcg_at_100_max
      value: -10.939957598756036
    - type: nauc_ndcg_at_100_std
      value: 14.729678880436623
    - type: nauc_ndcg_at_10_diff1
      value: 26.944882726098424
    - type: nauc_ndcg_at_10_max
      value: -3.5176483833346617
    - type: nauc_ndcg_at_10_std
      value: -5.400606773697211
    - type: nauc_ndcg_at_1_diff1
      value: 26.649410985172985
    - type: nauc_ndcg_at_1_max
      value: -18.806716526067493
    - type: nauc_ndcg_at_1_std
      value: -25.100244999343506
    - type: nauc_ndcg_at_20_diff1
      value: 24.860266153648315
    - type: nauc_ndcg_at_20_max
      value: -7.521401821712892
    - type: nauc_ndcg_at_20_std
      value: -3.3696577425983003
    - type: nauc_ndcg_at_3_diff1
      value: 23.9933326962406
    - type: nauc_ndcg_at_3_max
      value: -0.4609479344284664
    - type: nauc_ndcg_at_3_std
      value: -15.176459166869897
    - type: nauc_ndcg_at_5_diff1
      value: 22.50595978713142
    - type: nauc_ndcg_at_5_max
      value: -2.1093870656000857
    - type: nauc_ndcg_at_5_std
      value: -12.732197425528257
    - type: nauc_precision_at_1000_diff1
      value: -20.335120385950024
    - type: nauc_precision_at_1000_max
      value: 26.95109729939765
    - type: nauc_precision_at_1000_std
      value: 29.981685890622117
    - type: nauc_precision_at_100_diff1
      value: -2.782114329320704
    - type: nauc_precision_at_100_max
      value: 2.9489322002048604
    - type: nauc_precision_at_100_std
      value: 67.3074073674319
    - type: nauc_precision_at_10_diff1
      value: 21.385177180383383
    - type: nauc_precision_at_10_max
      value: -2.4696365259422817
    - type: nauc_precision_at_10_std
      value: 14.469784299536673
    - type: nauc_precision_at_1_diff1
      value: 27.041346572613474
    - type: nauc_precision_at_1_max
      value: -23.181309312755804
    - type: nauc_precision_at_1_std
      value: -24.33076726484014
    - type: nauc_precision_at_20_diff1
      value: 11.993846579997673
    - type: nauc_precision_at_20_max
      value: -2.4792189693296227
    - type: nauc_precision_at_20_std
      value: 28.581394687807745
    - type: nauc_precision_at_3_diff1
      value: 20.70568446328836
    - type: nauc_precision_at_3_max
      value: 0.37326398699875984
    - type: nauc_precision_at_3_std
      value: -12.983918676694389
    - type: nauc_precision_at_5_diff1
      value: 19.47466335828124
    - type: nauc_precision_at_5_max
      value: -1.8921617684385994
    - type: nauc_precision_at_5_std
      value: -6.533875294402164
    - type: nauc_recall_at_1000_diff1
      value: 7.611201305723156
    - type: nauc_recall_at_1000_max
      value: 5.6416194035820055
    - type: nauc_recall_at_1000_std
      value: 61.695208644278
    - type: nauc_recall_at_100_diff1
      value: 10.0183258158735
    - type: nauc_recall_at_100_max
      value: -10.950612455698973
    - type: nauc_recall_at_100_std
      value: 33.06069987640471
    - type: nauc_recall_at_10_diff1
      value: 24.738210305731535
    - type: nauc_recall_at_10_max
      value: -2.6592454032071546
    - type: nauc_recall_at_10_std
      value: -4.83987517793115
    - type: nauc_recall_at_1_diff1
      value: 27.63901823865334
    - type: nauc_recall_at_1_max
      value: -18.6387233237763
    - type: nauc_recall_at_1_std
      value: -27.02164241863646
    - type: nauc_recall_at_20_diff1
      value: 17.79601177409034
    - type: nauc_recall_at_20_max
      value: -6.681637093148051
    - type: nauc_recall_at_20_std
      value: 3.369193919932238
    - type: nauc_recall_at_3_diff1
      value: 24.9589431081204
    - type: nauc_recall_at_3_max
      value: 2.4783640980500232
    - type: nauc_recall_at_3_std
      value: -19.567415651090702
    - type: nauc_recall_at_5_diff1
      value: 23.71803410135437
    - type: nauc_recall_at_5_max
      value: 1.6294309357641652
    - type: nauc_recall_at_5_std
      value: -15.365511906408983
    - type: ndcg_at_1
      value: 40.816
    - type: ndcg_at_10
      value: 31.426
    - type: ndcg_at_100
      value: 41.558
    - type: ndcg_at_1000
      value: 53.042
    - type: ndcg_at_20
      value: 31.108999999999998
    - type: ndcg_at_3
      value: 35.518
    - type: ndcg_at_5
      value: 33.235
    - type: precision_at_1
      value: 44.897999999999996
    - type: precision_at_10
      value: 27.551
    - type: precision_at_100
      value: 8.204
    - type: precision_at_1000
      value: 1.582
    - type: precision_at_20
      value: 19.796
    - type: precision_at_3
      value: 36.735
    - type: precision_at_5
      value: 33.061
    - type: recall_at_1
      value: 3.4709999999999996
    - type: recall_at_10
      value: 19.563
    - type: recall_at_100
      value: 50.3
    - type: recall_at_1000
      value: 85.13199999999999
    - type: recall_at_20
      value: 26.738
    - type: recall_at_3
      value: 7.8420000000000005
    - type: recall_at_5
      value: 11.994
    task:
      type: Retrieval
---


<h1 align="center">Snowflake's Arctic-embed-m-v1.5</h1>
<h4 align="center">
   <p>
       <a href=#news>News</a> |
       <a href=#this-model>This Model</a>  |
       <a href=#usage>Usage</a>  |
       <a href="#faq">FAQ</a> |
       <a href="#contact">Contact</a> |
       <a href="#license">License</a> |
       <a href="#acknowledgement">Acknowledgement</a>
   <p>
</h4>


## News

07/18/2024: Release of `snowflake-arctic-embed-m-v1.5`, capable of producing highly compressible embedding vectors that preserve quality even when squished as small as 128 bytes per vector.

05/10/2024: Release of the [technical report on Arctic Embed](https://arxiv.org/abs/2405.05374)

04/16/2024: Original release the `snowflake-arctic-embed` family of text embedding models.


## This Model

This model is an updated version of [snowflake-arctic-embed-m](https://huggingface.co/Snowflake/snowflake-arctic-embed-m/) designed to improve embedding vector compressibility. This model achieves a slightly higher performance overall without compression, and it is additionally capable of retaining most of its retrieval quality even down to 128 byte embedding vectors through a combination of [Matryoshka Representation Learning (MRL)](https://arxiv.org/abs/2205.13147) and uniform scalar quanitization.

| Model Name                                                                                      | MTEB Retrieval Score (NDCG @ 10) |
|:------------------------------------------------------------------------------------------------|:---------------------------------|
| [snowflake-arctic-embed-m-v1.5](https://huggingface.co/Snowflake/snowflake-arctic-embed-m-v1.5) | 55.14                            |
| [snowflake-arctic-embed-m](https://huggingface.co/Snowflake/snowflake-arctic-embed-m/)          | 54.91                            |

Compared to several other models trained with MRL to produce 256-dimensional embedding vectors, `snowflake-arctic-embed-m-v1.5` retains a higher degree of original model quality and delivers better retrieval quality on the MTEB Retrieval benchmark.

| Model                         | Model Parameters   | MTEB Retrieval Score at 256 Dimensions (fraction of arctic-embed-m-v1.5)   |
|:------------------------------|:-------------------|:---------------------------------------------------------------------------|
| Snowflake arctic-embed-m-v1.5 | 109M               | 54.2 (100%)                                                                |
| Google gecko                  | 1200M              | 52.4 (97%)                                                                 |
| OpenAI text-embedding-3-large | Not Published      | 51.7 (95%)                                                                 |
| Nomic nomic-embed-text-v1.5   | 138M               | 50.8 (94%)                                                                 |


Additionally, this model was designed to pair well with a corpus-independent scalar quantization scheme to achieve great performance even in as little as 128 bytes per vector (24x compression compared to 768 dimensional vectors stored in float32).

| Model Version   |   Dimensionality | Scalar Quantization   | Bytes Per Vector (fraction of baseline)   | MTEB Retrieval Score (fraction of baseline)   | Vectors Per GB (improvement over baseline)   |
|:----------------|-----------------:|:----------------------|:------------------------------------------|:----------------------------------------------|:---------------------------------------------|
| v1              |              768 | None (float32)        | 3072 (100%)                               | 54.9 (100%)                                   | 0.33M (1.0x)                                 |
| v1              |              768 | int8                  | 768 (25%)                                 | 54.9 (100%)                                   | 1.3M (4x)                                    |
| v1.5            |              768 | int8                  | 768 (25%)                                 | 55.1 (100%)                                   | 1.3M (4x)                                    |
| v1.5            |              256 | int8                  | 256 (8.3%)                                | 54.2 (99%)                                    | 3.9M (12x)                                   |
| v1.5            |              256 | int4                  | 128 (4.2%)                                | 53.7 (98%)                                    | 7.8M (24x)                                   |

NOTE: Good uniform scalar quantization ranges to use with this model (and which were used in the eval above), are -0.18 to +0.18 for 4bit and -0.3 to +0.3 for 8bit. For a detailed walkthrough of using integer quantization with `snowflake-arctic-embed-m-v1.5`, check out our [example notebook on GitHub](https://github.com/Snowflake-Labs/arctic-embed/tree/main/compressed_embeddings_examples/score_arctic_embed_m_v1dot5_with_quantization.ipynb).

## Usage

### Using Sentence Transformers

You can use the sentence-transformers package to use any of the snowflake-arctic-embed models. Here's an example for `snowflake-arctic-embed-m-v1.5`.

```python
import torch
from sentence_transformers import SentenceTransformer
from torch.nn.functional import normalize

# Model constant.
MODEL_ID = "Snowflake/snowflake-arctic-embed-m-v1.5"

# Your queries and docs.
queries = ['what is snowflake?', 'Where can I get the best tacos?']
documents = ['The Data Cloud!', 'Mexico City of Course!']

# Load the model.
model = SentenceTransformer(
    MODEL_ID, model_kwargs=dict(add_pooling_layer=False),
)

# Generate text embeddings.
query_embeddings = model.encode(queries, prompt_name="query")
document_embeddings = model.encode(documents)

# Scores via dotproduct.
scores = query_embeddings @ document_embeddings.T

# Pretty-print the results.
for query, query_scores in zip(queries, scores):
    doc_score_pairs = list(zip(documents, query_scores))
    doc_score_pairs = sorted(doc_score_pairs, key=lambda x: x[1], reverse=True)
    print(f'Query: "{query}"')
    for document, score in doc_score_pairs:
        print(f'Score: {score:.4f} | Document: "{document}"')
    print()

#### OUTPUT ####
# Query: "what is snowflake?"
# Score: 0.3521 | Document: "The Data Cloud!"
# Score: 0.2358 | Document: "Mexico City of Course!"

# Query: "Where can I get the best tacos?"
# Score: 0.3884 | Document: "Mexico City of Course!"
# Score: 0.2389 | Document: "The Data Cloud!"
#

#### Variation: Truncated Embeddings ####
query_embeddings_256 = normalize(torch.from_numpy(query_embeddings)[:, :256])
doument_embeddings_256 = normalize(torch.from_numpy(document_embeddings)[:, :256])
scores_256 = query_embeddings_256 @ doument_embeddings_256.T

# Pretty-print the results.
for query, query_scores in zip(queries, scores_256):
    doc_score_pairs = sorted(zip(documents, query_scores), key=lambda x: x[1], reverse=True)
    print(f'Query: "{query}"')
    for document, score in doc_score_pairs:
        print(f'Score: {score:.4f} | Document: "{document}"')
    print()

#### OUTPUT ####
# Query: "what is snowflake?"
# Score: 0.3852 | Document: "The Data Cloud!"
# Score: 0.2721 | Document: "Mexico City of Course!"

# Query: "Where can I get the best tacos?"
# Score: 0.4337 | Document: "Mexico City of Course!"
# Score: 0.2886 | Document: "The Data Cloud!"
#
```

### Using Huggingface transformers

You can use the transformers package to use an snowflake-arctic-embed model, too. For optimal retrieval quality, remember to use the CLS token for embeddings and to use the query prefix below (just on the query).


```python
import torch
from torch.nn.functional import normalize
from transformers import AutoModel, AutoTokenizer

# Model constants.
MODEL_ID = "Snowflake/snowflake-arctic-embed-m-v1.5"
QUERY_PREFIX = 'Represent this sentence for searching relevant passages: '

# Your queries and docs.
queries  = ['what is snowflake?', 'Where can I get the best tacos?']
documents = ['The Data Cloud!', 'Mexico City of Course!']

# Load the model and tokenizer.
tokenizer = AutoTokenizer.from_pretrained(MODEL_ID)
model = AutoModel.from_pretrained(MODEL_ID, add_pooling_layer=False)
model.eval()

# Add query prefix and tokenize queries and docs.
queries_with_prefix = [f"{QUERY_PREFIX}{q}" for q in queries]
query_tokens = tokenizer(queries_with_prefix, padding=True, truncation=True, return_tensors='pt', max_length=512)
document_tokens =  tokenizer(documents, padding=True, truncation=True, return_tensors='pt', max_length=512)

# Use the model to generate text embeddings.
with torch.inference_mode():
    query_embeddings = model(**query_tokens)[0][:, 0]
    doument_embeddings = model(**document_tokens)[0][:, 0]

# Remember to normalize embeddings.
query_embeddings = normalize(query_embeddings)
doument_embeddings = normalize(doument_embeddings)

# Scores via dotproduct.
scores = query_embeddings @ document_embeddings.T

# Pretty-print the results.
for query, query_scores in zip(queries, scores):
    doc_score_pairs = list(zip(documents, query_scores))
    doc_score_pairs = sorted(doc_score_pairs, key=lambda x: x[1], reverse=True)
    print(f'Query: "{query}"')
    for document, score in doc_score_pairs:
        print(f'Score: {score:.4f} | Document: "{document}"')
    print()

#### OUTPUT ####
# Query: "what is snowflake?"
# Score: 0.3521 | Document: "The Data Cloud!"
# Score: 0.2358 | Document: "Mexico City of Course!"

# Query: "Where can I get the best tacos?"
# Score: 0.3884 | Document: "Mexico City of Course!"
# Score: 0.2389 | Document: "The Data Cloud!"
#

#### Variation: Truncated Embeddings ####
query_embeddings_256 = normalize(query_embeddings[:, :256])
doument_embeddings_256 = normalize(doument_embeddings[:, :256])
scores_256 = query_embeddings_256 @ doument_embeddings_256.T

# Pretty-print the results.
for query, query_scores in zip(queries, scores_256):
    doc_score_pairs = sorted(zip(documents, query_scores), key=lambda x: x[1], reverse=True)
    print(f'Query: "{query}"')
    for document, score in doc_score_pairs:
        print(f'Score: {score:.4f} | Document: "{document}"')
    print()

#### OUTPUT ####
# Query: "what is snowflake?"
# Score: 0.3852 | Document: "The Data Cloud!"
# Score: 0.2721 | Document: "Mexico City of Course!"

# Query: "Where can I get the best tacos?"
# Score: 0.4337 | Document: "Mexico City of Course!"
# Score: 0.2886 | Document: "The Data Cloud!"
#
```

### Using Transformers.js

If you haven't already, you can install the [Transformers.js](https://huggingface.co/docs/transformers.js) JavaScript library from [NPM](https://www.npmjs.com/package/@xenova/transformers) by running:
```bash
npm i @xenova/transformers
```

You can then use the model to compute embeddings as follows:

```js
import { pipeline, dot } from '@xenova/transformers';

// Create feature extraction pipeline
const extractor = await pipeline('feature-extraction', 'Snowflake/snowflake-arctic-embed-m-v1.5', {
    quantized: false, // Comment out this line to use the quantized version
});

// Generate sentence embeddings
const sentences = [
    'Represent this sentence for searching relevant passages: Where can I get the best tacos?',
    'The Data Cloud!',
    'Mexico City of Course!',
]
const output = await extractor(sentences, { normalize: true, pooling: 'cls' });

// Compute similarity scores
const [source_embeddings, ...document_embeddings ] = output.tolist();
const similarities = document_embeddings.map(x => dot(source_embeddings, x));
console.log(similarities); // [0.15664823859882132, 0.24481869975470627]
```

### Compressing to 128 bytes

This model is designed to generate embeddings which compress well down to 128 bytes via a two-part compression scheme:
1. Truncation and renormalization to 256 dimensions (a la Matryoskha Representation Learning, see [the original paper for reference](https://arxiv.org/abs/2205.13147)).
2. 4-bit uniform scalar quantization of all 256 values to the same range (-0.18 to +0.18).
   - For 8-bit uniform scalar quantization, the slightly wider range -0.3 to +0.3 tends to work slightly better given how much more granular 8-bit quantization is.

For an in-depth examples, check out our [arctic-embed GitHub repositiory](https://github.com/Snowflake-Labs/arctic-embed).

## FAQ


TBD


## Contact


Feel free to open an issue or pull request if you have any questions or suggestions about this project.
You also can email Daniel Campos(daniel.campos@snowflake.com).


## License


Arctic is licensed under the [Apache-2](https://www.apache.org/licenses/LICENSE-2.0). The released models can be used for commercial purposes free of charge.


## Acknowledgement


We want to thank the open-source community, which has provided the great building blocks upon which we could make our models.
We thank our modeling engineers, Danmei Xu, Luke Merrick, Gaurav Nuti, and Daniel Campos, for making these great models possible.
We thank our leadership, Himabindu Pucha, Kelvin So, Vivek Raghunathan, and Sridhar Ramaswamy, for supporting this work.
We also thank the open-source community for producing the great models we could build on top of and making these releases possible.
Finally, we thank the researchers who created BEIR and MTEB benchmarks.
It is largely thanks to their tireless work to define what better looks like that we could improve model performance.