{"Rank":1,"Model":"voyage-lite-02-instruct<\/a>","Model Size (Million Parameters)":1220,"Memory Usage (GB, fp32)":4.54,"Average":86.75,"BIOSSES":89.7,"SICK-R":78.44,"STS12":86.46,"STS13":87.76,"STS14":86.6,"STS15":90.1,"STS16":86.39,"STSBenchmark":88.56}
{"Rank":2,"Model":"google-gecko-256.text-embedding-preview-0409<\/a>","Model Size (Million Parameters)":1200,"Memory Usage (GB, fp32)":4.47,"Average":86.36,"BIOSSES":89.42,"SICK-R":81.67,"STS12":78.02,"STS13":90.1,"STS14":85.44,"STS15":89.64,"STS16":87.24,"STSBenchmark":89.33}
{"Rank":3,"Model":"google-gecko.text-embedding-preview-0409<\/a>","Model Size (Million Parameters)":1200,"Memory Usage (GB, fp32)":4.47,"Average":86.32,"BIOSSES":89.46,"SICK-R":81.93,"STS12":77.59,"STS13":90.36,"STS14":85.25,"STS15":89.66,"STS16":87.34,"STSBenchmark":88.99}
{"Rank":4,"Model":"voyage-large-2-instruct<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":85.84,"BIOSSES":89.24,"SICK-R":83.16,"STS12":73.34,"STS13":88.49,"STS14":86.49,"STS15":91.13,"STS16":85.68,"STSBenchmark":89.22}
{"Rank":5,"Model":"LLM2Vec-Mistral-supervised<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":85.38,"BIOSSES":85.24,"SICK-R":83.7,"STS12":78.8,"STS13":86.37,"STS14":84.04,"STS15":88.99,"STS16":87.22,"STSBenchmark":88.65}
{"Rank":6,"Model":"LLM2Vec-Llama-2-supervised<\/a>","Model Size (Million Parameters)":6607,"Memory Usage (GB, fp32)":24.61,"Average":84.89,"BIOSSES":82.13,"SICK-R":83.01,"STS12":78.85,"STS13":86.84,"STS14":84.04,"STS15":88.72,"STS16":86.79,"STSBenchmark":88.72}
{"Rank":7,"Model":"LLM2Vec-Meta-Llama-3-supervised<\/a>","Model Size (Million Parameters)":7505,"Memory Usage (GB, fp32)":27.96,"Average":84.82,"BIOSSES":84.92,"SICK-R":83.94,"STS12":79.27,"STS13":84.83,"STS14":82.94,"STS15":88.09,"STS16":86.54,"STSBenchmark":88.05}
{"Rank":8,"Model":"LLM2Vec-Sheared-Llama-supervised<\/a>","Model Size (Million Parameters)":1280,"Memory Usage (GB, fp32)":4.77,"Average":84.68,"BIOSSES":85.88,"SICK-R":82.25,"STS12":78.28,"STS13":85.52,"STS14":82.49,"STS15":88.76,"STS16":87.11,"STSBenchmark":87.16}
{"Rank":9,"Model":"voyage-lite-01-instruct<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":84.56,"BIOSSES":84.85,"SICK-R":79.71,"STS12":77.09,"STS13":88.91,"STS14":82.08,"STS15":89.21,"STS16":84.74,"STSBenchmark":89.86}
{"Rank":10,"Model":"sentence-t5-xxl<\/a>","Model Size (Million Parameters)":4865,"Memory Usage (GB, fp32)":18.12,"Average":83.94,"BIOSSES":80.43,"SICK-R":80.47,"STS12":78.85,"STS13":88.94,"STS14":84.86,"STS15":89.32,"STS16":84.67,"STSBenchmark":84.01}
{"Rank":11,"Model":"gte-Qwen1.5-7B-instruct<\/a>","Model Size (Million Parameters)":7099,"Memory Usage (GB, fp32)":26.45,"Average":83.75,"BIOSSES":81.12,"SICK-R":79.15,"STS12":76.52,"STS13":88.63,"STS14":83.32,"STS15":87.5,"STS16":86.39,"STSBenchmark":87.35}
{"Rank":12,"Model":"sentence-t5-large<\/a>","Model Size (Million Parameters)":168,"Memory Usage (GB, fp32)":0.63,"Average":83.36,"BIOSSES":78.93,"SICK-R":80.34,"STS12":79.11,"STS13":87.33,"STS14":83.17,"STS15":88.28,"STS16":84.36,"STSBenchmark":85.36}
{"Rank":13,"Model":"nomic-embed-text-v1.5-512<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":83.07,"BIOSSES":83.3,"SICK-R":79.27,"STS12":78.3,"STS13":85.81,"STS14":81.38,"STS15":86.79,"STS16":84.56,"STSBenchmark":85.14}
{"Rank":14,"Model":"multilingual-e5-large<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Average":83.05,"BIOSSES":82.49,"SICK-R":80.23,"STS12":80.02,"STS13":81.55,"STS14":77.72,"STS15":89.31,"STS16":85.79,"STSBenchmark":87.29}
{"Rank":15,"Model":"sentence-t5-xl<\/a>","Model Size (Million Parameters)":1240,"Memory Usage (GB, fp32)":4.62,"Average":82.92,"BIOSSES":73.12,"SICK-R":79.98,"STS12":79.02,"STS13":88.8,"STS14":84.33,"STS15":88.89,"STS16":85.31,"STSBenchmark":83.93}
{"Rank":16,"Model":"nomic-embed-text-v1.5-256<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":82.72,"BIOSSES":81.58,"SICK-R":79.24,"STS12":78.16,"STS13":86.01,"STS14":81.25,"STS15":86.51,"STS16":84.24,"STSBenchmark":84.8}
{"Rank":17,"Model":"text-embedding-3-large<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":82.61,"BIOSSES":84.68,"SICK-R":79.0,"STS12":72.84,"STS13":86.1,"STS14":81.15,"STS15":88.49,"STS16":85.08,"STSBenchmark":83.56}
{"Rank":18,"Model":"text-embedding-3-small<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":82.49,"BIOSSES":88.72,"SICK-R":76.73,"STS12":73.09,"STS13":84.92,"STS14":79.81,"STS15":88.01,"STS16":84.41,"STSBenchmark":84.24}
{"Rank":19,"Model":"sentence-t5-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":82.4,"BIOSSES":75.89,"SICK-R":80.18,"STS12":78.05,"STS13":85.85,"STS14":82.19,"STS15":87.46,"STS16":84.03,"STSBenchmark":85.52}
{"Rank":20,"Model":"paraphrase-multilingual-mpnet-base-v2<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Average":82.15,"BIOSSES":76.27,"SICK-R":79.62,"STS12":77.9,"STS13":85.11,"STS14":80.81,"STS15":87.48,"STS16":83.2,"STSBenchmark":86.82}
{"Rank":21,"Model":"nomic-embed-text-v1.5-128<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":82.11,"BIOSSES":80.19,"SICK-R":79.09,"STS12":77.49,"STS13":85.62,"STS14":80.5,"STS15":85.84,"STS16":83.9,"STSBenchmark":84.28}
{"Rank":22,"Model":"text-embedding-3-large-256<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":82.05,"BIOSSES":84.87,"SICK-R":79.18,"STS12":71.98,"STS13":85.52,"STS14":80.5,"STS15":87.51,"STS16":84.48,"STSBenchmark":82.34}
{"Rank":23,"Model":"multilingual-e5-base<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Average":81.62,"BIOSSES":85.05,"SICK-R":78.51,"STS12":76.7,"STS13":78.02,"STS14":76.6,"STS15":88.16,"STS16":84.28,"STSBenchmark":85.64}
{"Rank":24,"Model":"text-embedding-ada-002<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":81.42,"BIOSSES":86.35,"SICK-R":80.6,"STS12":69.8,"STS13":83.27,"STS14":76.09,"STS15":86.12,"STS16":85.96,"STSBenchmark":83.17}
{"Rank":25,"Model":"nomic-embed-text-v1.5-64<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":81.04,"BIOSSES":77.18,"SICK-R":78.76,"STS12":77.3,"STS13":84.18,"STS14":79.37,"STS15":84.69,"STS16":83.36,"STSBenchmark":83.46}
{"Rank":26,"Model":"all-mpnet-base-v2<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":80.53,"BIOSSES":80.43,"SICK-R":80.59,"STS12":72.63,"STS13":83.48,"STS14":78.0,"STS15":85.66,"STS16":80.03,"STSBenchmark":83.42}
{"Rank":27,"Model":"multilingual-e5-small<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":80.48,"BIOSSES":82.46,"SICK-R":77.51,"STS12":76.56,"STS13":76.97,"STS14":75.52,"STS15":87.12,"STS16":83.63,"STSBenchmark":84.11}
{"Rank":28,"Model":"all-MiniLM-L12-v2<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":80.47,"BIOSSES":83.57,"SICK-R":79.32,"STS12":73.08,"STS13":82.13,"STS14":76.73,"STS15":85.58,"STS16":80.23,"STSBenchmark":83.09}
{"Rank":29,"Model":"paraphrase-multilingual-MiniLM-L12-v2<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Average":80.08,"BIOSSES":74.18,"SICK-R":79.61,"STS12":76.02,"STS13":80.7,"STS14":78.85,"STS15":85.84,"STS16":81.05,"STSBenchmark":84.42}
{"Rank":30,"Model":"sup-simcse-bert-base-uncased<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":79.97,"BIOSSES":68.38,"SICK-R":80.77,"STS12":75.3,"STS13":84.67,"STS14":80.19,"STS15":85.4,"STS16":80.82,"STSBenchmark":84.25}
{"Rank":31,"Model":"GritLM-7B<\/a>","Model Size (Million Parameters)":7240,"Memory Usage (GB, fp32)":26.97,"Average":79.59,"BIOSSES":85.01,"SICK-R":81.47,"STS12":65.84,"STS13":78.37,"STS14":77.52,"STS15":85.43,"STS16":79.94,"STSBenchmark":83.1}
{"Rank":32,"Model":"all-MiniLM-L6-v2<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.09,"Average":79.27,"BIOSSES":81.64,"SICK-R":77.58,"STS12":72.37,"STS13":80.6,"STS14":75.59,"STS15":85.39,"STS16":78.99,"STSBenchmark":82.03}
{"Rank":33,"Model":"text-similarity-ada-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":79.27,"BIOSSES":78.04,"SICK-R":77.48,"STS12":72.3,"STS13":81.49,"STS14":74.74,"STS15":84.28,"STS16":82.06,"STSBenchmark":83.78}
{"Rank":34,"Model":"gtr-t5-large<\/a>","Model Size (Million Parameters)":168,"Memory Usage (GB, fp32)":0.63,"Average":79.21,"BIOSSES":84.86,"SICK-R":73.39,"STS12":70.33,"STS13":82.19,"STS14":77.16,"STS15":86.31,"STS16":81.85,"STSBenchmark":77.6}
{"Rank":35,"Model":"LLM2Vec-Mistral-unsupervised<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":79.19,"BIOSSES":83.29,"SICK-R":75.55,"STS12":67.65,"STS13":83.9,"STS14":76.97,"STS15":83.8,"STS16":81.91,"STSBenchmark":80.42}
{"Rank":36,"Model":"gtr-t5-xxl<\/a>","Model Size (Million Parameters)":4865,"Memory Usage (GB, fp32)":18.12,"Average":79.11,"BIOSSES":81.91,"SICK-R":74.29,"STS12":70.12,"STS13":82.72,"STS14":78.24,"STS15":86.26,"STS16":81.61,"STSBenchmark":77.73}
{"Rank":37,"Model":"gtr-t5-xl<\/a>","Model Size (Million Parameters)":1240,"Memory Usage (GB, fp32)":4.62,"Average":78.31,"BIOSSES":78.94,"SICK-R":73.63,"STS12":69.11,"STS13":81.82,"STS14":77.07,"STS15":86.01,"STS16":82.23,"STSBenchmark":77.65}
{"Rank":38,"Model":"gtr-t5-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":77.35,"BIOSSES":79.0,"SICK-R":71.45,"STS12":68.59,"STS13":79.09,"STS14":74.64,"STS15":84.85,"STS16":81.57,"STSBenchmark":79.58}
{"Rank":39,"Model":"elser-v2<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":77.03,"BIOSSES":83.79,"SICK-R":68.78,"STS12":64.81,"STS13":80.1,"STS14":74.96,"STS15":83.7,"STS16":80.55,"STSBenchmark":79.54}
{"Rank":40,"Model":"contriever-base-msmarco<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":76.77,"BIOSSES":83.32,"SICK-R":70.2,"STS12":64.34,"STS13":80.03,"STS14":74.51,"STS15":83.3,"STS16":79.67,"STSBenchmark":78.81}
{"Rank":41,"Model":"LLM2Vec-Llama-2-unsupervised<\/a>","Model Size (Million Parameters)":6607,"Memory Usage (GB, fp32)":24.61,"Average":76.73,"BIOSSES":82.41,"SICK-R":71.77,"STS12":65.39,"STS13":79.26,"STS14":72.98,"STS15":82.72,"STS16":81.02,"STSBenchmark":78.32}
{"Rank":42,"Model":"msmarco-bert-co-condensor<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":76.41,"BIOSSES":77.32,"SICK-R":72.0,"STS12":68.19,"STS13":80.4,"STS14":74.02,"STS15":82.57,"STS16":79.78,"STSBenchmark":76.97}
{"Rank":43,"Model":"LLM2Vec-Meta-Llama-3-unsupervised<\/a>","Model Size (Million Parameters)":7505,"Memory Usage (GB, fp32)":27.96,"Average":76.16,"BIOSSES":84.67,"SICK-R":72.16,"STS12":61.6,"STS13":79.71,"STS14":72.11,"STS15":82.18,"STS16":79.41,"STSBenchmark":77.44}
{"Rank":44,"Model":"distiluse-base-multilingual-cased-v2<\/a>","Model Size (Million Parameters)":135,"Memory Usage (GB, fp32)":0.5,"Average":75.86,"BIOSSES":78.34,"SICK-R":75.25,"STS12":72.96,"STS13":70.58,"STS14":70.29,"STS15":81.94,"STS16":76.8,"STSBenchmark":80.75}
{"Rank":45,"Model":"unsup-simcse-bert-base-uncased<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":75.01,"BIOSSES":72.31,"SICK-R":72.24,"STS12":66.05,"STS13":81.49,"STS14":73.61,"STS15":79.72,"STS16":78.12,"STSBenchmark":76.52}
{"Rank":46,"Model":"LLM2Vec-Sheared-Llama-unsupervised<\/a>","Model Size (Million Parameters)":1280,"Memory Usage (GB, fp32)":4.77,"Average":71.34,"BIOSSES":75.12,"SICK-R":69.34,"STS12":60.09,"STS13":72.52,"STS14":66.7,"STS15":77.69,"STS16":75.94,"STSBenchmark":73.36}
{"Rank":47,"Model":"LaBSE<\/a>","Model Size (Million Parameters)":471,"Memory Usage (GB, fp32)":1.75,"Average":70.95,"BIOSSES":78.7,"SICK-R":69.99,"STS12":65.08,"STS13":67.98,"STS14":64.03,"STS15":76.59,"STS16":72.98,"STSBenchmark":72.25}
{"Rank":48,"Model":"LASER2<\/a>","Model Size (Million Parameters)":43,"Memory Usage (GB, fp32)":0.16,"Average":64.53,"BIOSSES":62.01,"SICK-R":62.86,"STS12":62.6,"STS13":59.62,"STS14":57.03,"STS15":71.57,"STS16":70.75,"STSBenchmark":69.77}
{"Rank":49,"Model":"komninos<\/a>","Model Size (Million Parameters)":134,"Memory Usage (GB, fp32)":0.5,"Average":61.73,"BIOSSES":50.25,"SICK-R":55.49,"STS12":53.51,"STS13":70.8,"STS14":63.56,"STS15":74.08,"STS16":64.6,"STSBenchmark":61.55}
{"Rank":50,"Model":"allenai-specter<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":60.68,"BIOSSES":64.95,"SICK-R":56.39,"STS12":62.49,"STS13":58.7,"STS14":54.87,"STS15":62.54,"STS16":64.27,"STSBenchmark":61.26}
{"Rank":51,"Model":"glove.6B.300d<\/a>","Model Size (Million Parameters)":120,"Memory Usage (GB, fp32)":0.45,"Average":60.52,"BIOSSES":44.93,"SICK-R":55.43,"STS12":54.64,"STS13":69.16,"STS14":60.81,"STS15":72.31,"STS16":65.34,"STSBenchmark":61.54}
{"Rank":52,"Model":"bert-base-uncased<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":52.89,"BIOSSES":54.7,"SICK-R":58.65,"STS12":30.87,"STS13":59.89,"STS14":47.73,"STS15":60.29,"STS16":63.73,"STSBenchmark":47.29}
{"Rank":53,"Model":"titan-embed-text-v1<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"BIOSSES":84.17,"SICK-R":73.05,"STS12":66.59,"STS13":83.24,"STS14":73.71,"STS15":82.4,"STS16":null,"STSBenchmark":74.85}
{"Rank":54,"Model":"mistral-embed<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":55,"Model":"voyage-2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":56,"Model":"voyage-code-2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":57,"Model":"voyage-law-2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":58,"Model":"voyage-multilingual-2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":59,"Model":"bm25s<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":60,"Model":"bge-base-en-v1.5<\/a>","Model Size (Million Parameters)":438,"Memory Usage (GB, fp32)":1.63,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":61,"Model":"bge-m3<\/a>","Model Size (Million Parameters)":2270,"Memory Usage (GB, fp32)":8.46,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":62,"Model":"Cohere-embed-multilingual-light-v3.0<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":63,"Model":"Cohere-embed-multilingual-v3.0<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":64,"Model":"distilrubert-small-cased-conversational<\/a>","Model Size (Million Parameters)":106,"Memory Usage (GB, fp32)":0.39,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":65,"Model":"rubert-base-cased<\/a>","Model Size (Million Parameters)":180,"Memory Usage (GB, fp32)":0.67,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":66,"Model":"rubert-base-cased-sentence<\/a>","Model Size (Million Parameters)":180,"Memory Usage (GB, fp32)":0.67,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":67,"Model":"bert-base-10lang-cased<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":68,"Model":"bert-base-15lang-cased<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":69,"Model":"bert-base-25lang-cased<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":70,"Model":"sentence-croissant-llm-base<\/a>","Model Size (Million Parameters)":1280,"Memory Usage (GB, fp32)":4.77,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":71,"Model":"sbert_large_mt_nlu_ru<\/a>","Model Size (Million Parameters)":427,"Memory Usage (GB, fp32)":1.59,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":72,"Model":"sbert_large_nlu_ru<\/a>","Model Size (Million Parameters)":427,"Memory Usage (GB, fp32)":1.59,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":73,"Model":"LaBSE-en-ru<\/a>","Model Size (Million Parameters)":129,"Memory Usage (GB, fp32)":0.48,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":74,"Model":"rubert-tiny<\/a>","Model Size (Million Parameters)":12,"Memory Usage (GB, fp32)":0.04,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":75,"Model":"rubert-tiny2<\/a>","Model Size (Million Parameters)":29,"Memory Usage (GB, fp32)":0.11,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":76,"Model":"sentence-camembert-base<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":77,"Model":"sentence-camembert-large<\/a>","Model Size (Million Parameters)":337,"Memory Usage (GB, fp32)":1.26,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":78,"Model":"USER-base<\/a>","Model Size (Million Parameters)":124,"Memory Usage (GB, fp32)":0.46,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":79,"Model":"USER-bge-m3<\/a>","Model Size (Million Parameters)":359,"Memory Usage (GB, fp32)":1.34,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":80,"Model":"deberta-v1-base<\/a>","Model Size (Million Parameters)":124,"Memory Usage (GB, fp32)":0.46,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":81,"Model":"flaubert_base_cased<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":82,"Model":"flaubert_base_uncased<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":83,"Model":"flaubert_large_cased<\/a>","Model Size (Million Parameters)":372,"Memory Usage (GB, fp32)":1.39,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":84,"Model":"bert-base-multilingual-cased<\/a>","Model Size (Million Parameters)":179,"Memory Usage (GB, fp32)":0.67,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":85,"Model":"bert-base-multilingual-uncased<\/a>","Model Size (Million Parameters)":168,"Memory Usage (GB, fp32)":0.63,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":86,"Model":"e5-base-v2<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":87,"Model":"e5-large-v2<\/a>","Model Size (Million Parameters)":335,"Memory Usage (GB, fp32)":1.25,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":88,"Model":"e5-mistral-7b-instruct<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":89,"Model":"e5-small<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":90,"Model":"herbert-base-retrieval-v2<\/a>","Model Size (Million Parameters)":125,"Memory Usage (GB, fp32)":0.47,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":91,"Model":"silver-retriever-base-v1<\/a>","Model Size (Million Parameters)":125,"Memory Usage (GB, fp32)":0.47,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":92,"Model":"udever-bloom-1b1<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":93,"Model":"udever-bloom-560m<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":94,"Model":"st-polish-paraphrase-from-distilroberta<\/a>","Model Size (Million Parameters)":125,"Memory Usage (GB, fp32)":0.47,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":95,"Model":"st-polish-paraphrase-from-mpnet<\/a>","Model Size (Million Parameters)":125,"Memory Usage (GB, fp32)":0.47,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":96,"Model":"multi-qa-MiniLM-L6-cos-v1<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.09,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":97,"Model":"LaBSE-ru-turbo<\/a>","Model Size (Million Parameters)":128,"Memory Usage (GB, fp32)":0.48,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":98,"Model":"rubert-tiny-turbo<\/a>","Model Size (Million Parameters)":29,"Memory Usage (GB, fp32)":0.11,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":99,"Model":"text2vec-base-multilingual<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":100,"Model":"universal-sentence-encoder-multilingual-3<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":101,"Model":"universal-sentence-encoder-multilingual-large-3<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":102,"Model":"xlm-roberta-base<\/a>","Model Size (Million Parameters)":279,"Memory Usage (GB, fp32)":1.04,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":103,"Model":"xlm-roberta-large<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":104,"Model":"text-search-ada-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":105,"Model":"text-search-ada-doc-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":106,"Model":"text-search-babbage-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":107,"Model":"text-search-curie-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":108,"Model":"text-search-davinci-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"BIOSSES":null,"SICK-R":null,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":null}
{"Rank":109,"Model":"text-similarity-babbage-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"BIOSSES":78.12,"SICK-R":77.02,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":84.32}
{"Rank":110,"Model":"text-similarity-curie-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"BIOSSES":77.46,"SICK-R":77.26,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":83.02}
{"Rank":111,"Model":"text-similarity-davinci-001<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Average":null,"BIOSSES":68.95,"SICK-R":78.72,"STS12":null,"STS13":null,"STS14":null,"STS15":null,"STS16":null,"STSBenchmark":84.08}