pytorch-image-models/results/results-sketch.csv

model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation,top1_diff,top5_diff,rank_diff
eva_giant_patch14_336.clip_ft_in1k,336,71.200,28.800,90.336,9.664,"1,013.01",1.000,bicubic,-18.262,-8.492,+6
eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,70.668,29.332,89.835,10.165,305.08,1.000,bicubic,-19.386,-9.221,-1
eva02_large_patch14_448.mim_m38m_ft_in1k,448,70.546,29.454,89.841,10.159,305.08,1.000,bicubic,-19.008,-9.083,+3
eva_giant_patch14_224.clip_ft_in1k,224,70.076,29.924,89.766,10.234,"1,012.56",0.900,bicubic,-18.810,-8.914,+5
convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,70.062,29.938,90.344,9.656,846.47,1.000,bicubic,-18.560,-8.374,+10
eva_giant_patch14_336.m30m_ft_in22k_in1k,336,68.036,31.964,87.830,12.170,"1,013.01",1.000,bicubic,-21.534,-11.124,-1
eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,67.561,32.439,87.496,12.504,305.08,1.000,bicubic,-22.405,-11.520,-5
eva_giant_patch14_560.m30m_ft_in22k_in1k,560,67.480,32.520,87.471,12.529,"1,014.45",1.000,bicubic,-22.316,-11.519,-5
vit_huge_patch14_clip_224.laion2b_ft_in1k,224,67.437,32.563,87.877,12.123,632.05,1.000,bicubic,-20.187,-10.350,+38
eva02_large_patch14_448.mim_in22k_ft_in1k,448,66.987,33.013,87.455,12.545,305.08,1.000,bicubic,-22.645,-11.499,-6
convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,66.466,33.534,87.406,12.594,200.13,1.000,bicubic,-21.424,-11.042,+29
vit_large_patch14_clip_336.laion2b_ft_in1k,336,65.747,34.253,86.948,13.052,304.53,1.000,bicubic,-22.119,-11.406,+29
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,65.745,34.255,87.021,12.979,200.13,1.000,bicubic,-22.589,-11.553,+9
vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,65.309,34.691,86.862,13.138,632.05,1.000,bicubic,-22.969,-11.690,+10
vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,65.289,34.711,86.765,13.235,632.46,1.000,bicubic,-23.339,-11.905,-1
convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,65.071,34.929,86.288,13.712,200.13,1.000,bicubic,-22.265,-11.934,+44
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,64.916,35.084,86.630,13.370,200.13,1.000,bicubic,-23.054,-11.844,+19
vit_large_patch14_clip_224.laion2b_ft_in1k,224,64.827,35.173,86.581,13.419,304.20,1.000,bicubic,-22.471,-11.657,+44
regnety_1280.swag_ft_in1k,384,64.110,35.890,86.052,13.948,644.81,1.000,bicubic,-24.114,-12.646,+10
vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,64.059,35.941,85.912,14.088,304.53,1.000,bicubic,-24.205,-12.616,+6
eva_large_patch14_336.in22k_ft_in1k,336,63.084,36.916,84.394,15.607,304.53,1.000,bicubic,-25.606,-14.316,-10
vit_large_patch14_clip_224.openai_ft_in1k,224,62.642,37.358,85.124,14.876,304.20,1.000,bicubic,-25.218,-13.306,+20
vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,62.062,37.938,84.348,15.652,304.20,1.000,bicubic,-25.835,-14.060,+16
vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,61.664,38.336,83.678,16.322,304.53,1.000,bicubic,-26.528,-14.892,+7
vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,61.396,38.604,83.395,16.605,304.20,1.000,bicubic,-26.766,-15.145,+8
eva_large_patch14_196.in22k_ft_in1k,196,61.149,38.851,82.759,17.241,304.14,1.000,bicubic,-26.807,-15.721,+11
eva_large_patch14_336.in22k_ft_in22k_in1k,336,60.935,39.065,82.153,17.847,304.53,1.000,bicubic,-28.315,-16.699,-19
convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,60.815,39.185,83.213,16.788,88.59,1.000,bicubic,-26.335,-15.015,+38
convnext_base.clip_laion2b_augreg_ft_in1k,256,60.318,39.682,82.719,17.281,88.59,1.000,bicubic,-25.866,-15.209,+107
regnety_1280.swag_lc_in1k,224,59.934,40.066,83.152,16.848,644.81,0.965,bicubic,-26.032,-14.700,+127
eva_large_patch14_196.in22k_ft_in22k_in1k,196,59.871,40.129,81.120,18.880,304.14,1.000,bicubic,-28.725,-17.542,-15
convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,59.848,40.152,82.808,17.192,88.59,1.000,bicubic,-26.538,-15.168,+84
convnext_base.clip_laiona_augreg_ft_in1k_384,384,59.414,40.586,82.248,17.752,88.59,1.000,bicubic,-27.074,-15.714,+76
eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,58.510,41.490,80.786,19.214,87.12,1.000,bicubic,-30.172,-17.942,-22
resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,58.417,41.583,80.412,19.588,468.53,0.875,bilinear,-26.681,-17.030,+211
beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,58.374,41.626,80.218,19.782,304.43,0.950,bicubic,-30.032,-18.384,-17
eva02_base_patch14_448.mim_in22k_ft_in1k,448,58.032,41.968,80.733,19.267,87.12,1.000,bicubic,-30.234,-17.837,-12
regnety_320.swag_ft_in1k,384,57.936,42.064,81.503,18.497,145.05,1.000,bicubic,-28.924,-16.853,+44
convnextv2_huge.fcmae_ft_in22k_in1k_384,384,57.889,42.111,79.654,20.346,660.29,1.000,bicubic,-30.773,-19.080,-26
convnextv2_huge.fcmae_ft_in22k_in1k_512,512,57.859,42.141,79.428,20.572,660.29,1.000,bicubic,-31.001,-19.312,-30
resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,57.698,42.302,79.913,20.087,194.03,0.875,bilinear,-26.466,-17.275,+324
resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,57.472,42.528,80.404,19.596,194.03,0.875,bilinear,-25.874,-16.440,+462
beit_large_patch16_384.in22k_ft_in22k_in1k,384,56.979,43.021,79.166,20.834,305.00,1.000,bicubic,-31.403,-19.442,-23
vit_base_patch16_clip_384.laion2b_ft_in1k,384,56.869,43.131,79.990,20.010,86.86,1.000,bicubic,-29.769,-18.018,+50
beit_large_patch16_512.in22k_ft_in22k_in1k,512,56.796,43.204,78.897,21.103,305.67,1.000,bicubic,-31.782,-19.763,-28
resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,56.448,43.552,78.974,21.026,88.79,0.875,bilinear,-27.834,-18.200,+304
maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,56.283,43.717,77.305,22.695,116.14,1.000,bicubic,-31.529,-21.062,-4
maxvit_xlarge_tf_384.in21k_ft_in1k,384,56.228,43.772,78.746,21.254,475.32,1.000,bicubic,-32.076,-19.794,-25
maxvit_xlarge_tf_512.in21k_ft_in1k,512,56.161,43.839,78.681,21.319,475.77,1.000,bicubic,-32.379,-19.971,-31
maxvit_base_tf_512.in21k_ft_in1k,512,56.108,43.892,78.661,21.339,119.88,1.000,bicubic,-32.104,-19.877,-20
deit3_huge_patch14_224.fb_in22k_ft_in1k,224,55.784,44.216,77.636,22.364,632.13,1.000,bicubic,-31.396,-20.628,+14
maxvit_base_tf_384.in21k_ft_in1k,384,55.702,44.298,78.027,21.973,119.65,1.000,bicubic,-32.226,-20.511,-14
regnety_320.swag_lc_in1k,224,55.442,44.558,79.744,20.256,145.05,0.965,bicubic,-29.190,-17.740,+244
vit_base_patch16_clip_224.laion2b_ft_in1k,224,55.419,44.581,79.070,20.930,86.57,1.000,bicubic,-30.075,-18.502,+147
regnety_160.swag_ft_in1k,384,55.165,44.835,79.329,20.671,83.59,1.000,bicubic,-30.853,-18.721,+97
maxvit_large_tf_512.in21k_ft_in1k,512,55.153,44.847,77.260,22.740,212.33,1.000,bicubic,-33.083,-21.348,-28
maxvit_large_tf_384.in21k_ft_in1k,384,55.069,44.931,77.148,22.852,212.03,1.000,bicubic,-32.927,-21.420,-22
convnext_xlarge.fb_in22k_ft_in1k_384,384,55.010,44.990,76.771,23.229,350.20,1.000,bicubic,-32.756,-21.783,-14
beit_large_patch16_224.in22k_ft_in22k_in1k,224,54.973,45.027,77.616,22.384,304.43,0.900,bicubic,-32.515,-20.700,-9
resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,54.957,45.043,77.524,22.476,88.79,0.875,bilinear,-27.763,-19.100,+525
deit3_large_patch16_384.fb_in22k_ft_in1k,384,54.912,45.088,77.376,22.624,304.76,1.000,bicubic,-32.822,-21.132,-16
maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,54.790,45.210,76.861,23.139,116.09,1.000,bicubic,-32.688,-21.513,-11
caformer_b36.sail_in22k_ft_in1k_384,384,54.446,45.554,76.824,23.176,98.75,1.000,bicubic,-33.620,-21.766,-29
deit3_large_patch16_224.fb_in22k_ft_in1k,224,54.383,45.617,76.559,23.441,304.37,1.000,bicubic,-32.603,-21.681,+10
hgnetv2_b6.ssld_stage1_in22k_in1k,224,54.291,45.709,77.292,22.708,75.26,0.965,bicubic,-31.761,-20.514,+83
beitv2_large_patch16_224.in1k_ft_in1k,224,54.169,45.831,75.568,24.432,304.43,0.950,bicubic,-33.245,-22.648,-9
convnextv2_large.fcmae_ft_in22k_in1k_384,384,53.917,46.083,76.032,23.968,197.96,1.000,bicubic,-34.261,-22.486,-35
hgnetv2_b6.ssld_stage2_ft_in1k,224,53.860,46.140,77.003,22.997,75.26,0.965,bicubic,-32.346,-20.807,+65
maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,53.780,46.220,75.160,24.840,116.14,0.950,bicubic,-33.128,-22.844,+10
resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,53.646,46.354,76.407,23.593,44.18,0.875,bilinear,-29.622,-20.353,+439
vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,53.497,46.503,75.659,24.341,86.86,1.000,bicubic,-33.715,-22.369,-7
hgnetv2_b6.ssld_stage1_in22k_in1k,288,53.169,46.831,76.178,23.822,75.26,1.000,bicubic,-33.129,-21.910,+51
vit_base_patch16_clip_384.openai_ft_in1k,384,53.096,46.904,76.683,23.317,86.86,1.000,bicubic,-33.122,-21.203,+57
regnety_160.swag_lc_in1k,224,53.090,46.910,78.162,21.838,83.59,0.965,bicubic,-30.718,-18.498,+346
hgnetv2_b6.ssld_stage2_ft_in1k,288,53.015,46.985,76.050,23.950,75.26,1.000,bicubic,-33.369,-21.888,+42
convnextv2_base.fcmae_ft_in22k_in1k_384,384,52.905,47.095,75.087,24.913,88.72,1.000,bicubic,-34.733,-23.329,-30
convformer_b36.sail_in22k_ft_in1k_384,384,52.895,47.105,74.963,25.037,99.88,1.000,bicubic,-34.707,-23.469,-29
vit_large_patch16_384.augreg_in21k_ft_in1k,384,52.799,47.201,74.735,25.265,304.72,1.000,bicubic,-34.295,-23.571,-9
caformer_b36.sail_in22k_ft_in1k,224,52.782,47.218,75.279,24.721,98.75,1.000,bicubic,-34.658,-23.052,-24
convnext_large.fb_in22k_ft_in1k_384,384,52.738,47.262,74.710,25.290,197.77,1.000,bicubic,-34.718,-23.670,-26
convformer_b36.sail_in22k_ft_in1k,224,52.730,47.270,74.908,25.092,99.88,1.000,bicubic,-34.253,-23.250,-6
convnext_xlarge.fb_in22k_ft_in1k,224,52.573,47.427,74.395,25.605,350.20,0.875,bicubic,-34.397,-23.809,-5
coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,52.400,47.600,73.808,26.192,73.88,1.000,bicubic,-35.002,-24.500,-25
swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,52.312,47.688,74.401,25.599,196.74,1.000,bicubic,-35.162,-23.863,-32
convnext_xlarge.fb_in22k_ft_in1k,288,52.210,47.790,73.916,26.084,350.20,1.000,bicubic,-35.164,-24.414,-26
vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,52.039,47.961,73.544,26.456,329.09,1.000,bicubic,-34.145,-24.130,+49
vit_large_patch16_224.augreg_in21k_ft_in1k,224,51.831,48.169,73.706,26.294,304.33,0.900,bicubic,-34.019,-24.120,+78
vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,51.815,48.185,74.668,25.332,86.57,0.950,bicubic,-34.395,-23.088,+43
convnextv2_large.fcmae_ft_in22k_in1k,224,51.644,48.356,73.684,26.316,197.96,0.875,bicubic,-35.620,-24.560,-26
convnext_base.fb_in22k_ft_in1k_384,384,51.553,48.447,74.537,25.463,88.59,1.000,bicubic,-35.273,-23.707,-5
tf_efficientnet_l2.ns_jft_in1k_475,475,51.410,48.590,73.817,26.183,480.31,0.936,bicubic,-36.840,-24.739,-64
maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,51.182,48.818,73.130,26.870,116.09,0.950,bicubic,-35.456,-24.884,+1
vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,51.149,48.851,74.344,25.656,86.86,0.950,bicubic,-35.879,-23.850,-22
caformer_m36.sail_in22k_ft_in1k_384,384,51.041,48.959,73.415,26.585,56.20,1.000,bicubic,-36.431,-24.893,-41
swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,51.009,48.991,73.287,26.713,87.92,1.000,bicubic,-36.131,-24.941,-28
vit_base_patch16_clip_224.openai_ft_in1k,224,50.993,49.007,74.824,25.176,86.57,0.900,bicubic,-34.293,-22.616,+123
tf_efficientnetv2_xl.in21k_ft_in1k,384,50.789,49.211,72.790,27.210,208.12,1.000,bicubic,-34.773,-24.660,+97
hgnetv2_b5.ssld_stage1_in22k_in1k,224,50.787,49.213,73.647,26.353,39.57,0.965,bicubic,-33.669,-23.181,+221
seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,50.771,49.229,73.645,26.355,149.39,1.000,bicubic,-36.537,-24.689,-38
hgnetv2_b5.ssld_stage2_ft_in1k,224,50.663,49.337,73.641,26.359,39.57,0.965,bicubic,-34.147,-23.659,+181
convnextv2_base.fcmae_ft_in22k_in1k,224,50.555,49.445,72.747,27.253,88.72,0.875,bicubic,-36.197,-25.273,-12
resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,50.492,49.508,73.303,26.697,25.03,0.875,bilinear,-31.670,-22.921,+581
swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,50.471,49.529,72.784,27.216,196.74,0.900,bicubic,-36.463,-25.320,-25
swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,50.343,49.657,72.532,27.468,196.74,1.000,bicubic,-36.795,-25.698,-36
convnextv2_large.fcmae_ft_in22k_in1k,288,50.166,49.834,72.389,27.611,197.96,1.000,bicubic,-37.328,-25.971,-56
vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,50.095,49.905,72.603,27.397,64.27,1.000,bicubic,-37.341,-25.655,-50
hiera_huge_224.mae_in1k_ft_in1k,224,50.078,49.922,71.234,28.767,672.78,0.900,bicubic,-36.756,-26.776,-23
convnext_large.fb_in22k_ft_in1k,288,49.942,50.058,72.208,27.792,197.77,1.000,bicubic,-37.072,-26.004,-36
convnext_large.fb_in22k_ft_in1k,224,49.922,50.078,72.204,27.796,197.77,0.875,bicubic,-36.690,-25.832,-13
nextvit_large.bd_ssld_6m_in1k_384,384,49.793,50.207,72.837,27.163,57.87,1.000,bicubic,-36.749,-25.295,-8
tf_efficientnetv2_xl.in21k_ft_in1k,512,49.749,50.251,72.116,27.884,208.12,1.000,bicubic,-36.999,-25.898,-21
caformer_m36.sail_in22k_ft_in1k,224,49.708,50.292,72.133,27.866,56.20,1.000,bicubic,-36.900,-25.904,-15
tf_efficientnetv2_l.in21k_ft_in1k,384,49.700,50.300,72.731,27.269,118.52,1.000,bicubic,-36.132,-25.039,+56
vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,49.693,50.307,72.872,27.128,86.57,0.950,bicubic,-36.270,-24.846,+44
nextvit_base.bd_ssld_6m_in1k_384,384,49.645,50.355,72.611,27.389,44.82,1.000,bicubic,-36.719,-25.429,+5
vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,49.543,50.457,71.544,28.456,64.11,0.950,bicubic,-37.061,-26.392,-18
resnet50.fb_swsl_ig1b_ft_in1k,224,49.516,50.484,72.340,27.660,25.56,0.875,bilinear,-31.630,-23.226,+705
beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,49.512,50.488,72.407,27.593,86.53,0.900,bicubic,-36.982,-25.649,-10
hgnet_base.ssld_in1k,224,49.374,50.626,71.536,28.464,71.58,0.965,bicubic,-35.538,-25.804,+151
coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,49.349,50.651,70.835,29.165,73.88,0.950,bicubic,-37.191,-27.061,-17
convnextv2_base.fcmae_ft_in22k_in1k,288,49.170,50.830,71.237,28.763,88.72,1.000,bicubic,-37.828,-26.927,-48
convformer_m36.sail_in22k_ft_in1k_384,384,49.129,50.871,71.385,28.615,57.05,1.000,bicubic,-37.739,-26.741,-42
vit_base_patch32_clip_224.laion2b_ft_in1k,224,49.079,50.921,72.605,27.395,88.22,0.900,bicubic,-33.551,-23.599,+478
convformer_m36.sail_in22k_ft_in1k,224,49.062,50.938,71.475,28.525,57.05,1.000,bicubic,-37.090,-26.377,+15
swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,48.981,51.019,71.375,28.625,196.53,0.900,bicubic,-37.349,-26.507,-4
convnext_base.fb_in22k_ft_in1k,288,48.954,51.046,71.705,28.295,88.59,1.000,bicubic,-37.344,-26.235,-4
convnext_base.fb_in22k_ft_in1k,224,48.806,51.194,71.911,28.089,88.59,0.875,bicubic,-37.010,-25.943,+44
hgnetv2_b5.ssld_stage1_in22k_in1k,288,48.796,51.204,71.532,28.468,39.57,1.000,bicubic,-36.128,-25.982,+140
tf_efficientnetv2_l.in21k_ft_in1k,480,48.785,51.215,72.029,27.971,118.52,1.000,bicubic,-38.017,-26.107,-42
swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,48.783,51.217,71.379,28.621,87.92,0.900,bicubic,-37.493,-26.529,-5
coatnet_2_rw_224.sw_in12k_ft_in1k,224,48.763,51.237,70.121,29.879,73.87,0.950,bicubic,-37.817,-27.775,-30
beit_base_patch16_384.in22k_ft_in22k_in1k,384,48.690,51.310,72.088,27.912,86.74,1.000,bicubic,-38.126,-26.048,-46
hgnetv2_b5.ssld_stage2_ft_in1k,288,48.655,51.345,71.381,28.619,39.57,1.000,bicubic,-36.495,-26.219,+105
convnextv2_huge.fcmae_ft_in1k,224,48.578,51.422,69.540,30.460,660.29,0.875,bicubic,-37.682,-28.212,-8
swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,48.521,51.479,71.829,28.171,87.90,1.000,bicubic,-37.917,-26.239,-22
caformer_s36.sail_in22k_ft_in1k_384,384,48.472,51.528,71.513,28.488,39.30,1.000,bicubic,-38.392,-26.709,-55
tf_efficientnetv2_m.in21k_ft_in1k,384,48.425,51.575,71.892,28.108,54.14,1.000,bicubic,-36.343,-25.548,+149
maxvit_base_tf_512.in1k,512,48.246,51.754,70.844,29.156,119.88,1.000,bicubic,-38.352,-27.082,-38
vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,48.211,51.789,70.876,29.124,328.99,0.900,bicubic,-36.221,-26.276,+190
nextvit_large.bd_ssld_6m_in1k,224,48.077,51.923,71.147,28.853,57.87,0.950,bicubic,-37.447,-26.529,+58
nextvit_base.bd_ssld_6m_in1k,224,48.046,51.954,70.721,29.279,44.82,0.950,bicubic,-37.136,-26.873,+92
vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,48.014,51.986,69.671,30.329,64.11,0.950,bicubic,-38.194,-28.211,-10
vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,47.950,52.050,70.899,29.101,88.30,1.000,bicubic,-37.460,-26.761,+69
vit_base_patch8_224.augreg_in21k_ft_in1k,224,47.786,52.214,70.947,29.053,86.58,0.900,bicubic,-38.050,-26.827,+24
tf_efficientnet_b7.ns_jft_in1k,600,47.725,52.275,69.603,30.398,66.35,0.949,bicubic,-39.127,-28.477,-62
tf_efficientnet_b6.ns_jft_in1k,528,47.719,52.281,69.903,30.097,43.04,0.942,bicubic,-38.757,-27.965,-35
deit3_base_patch16_384.fb_in22k_ft_in1k,384,47.676,52.324,69.736,30.264,86.88,1.000,bicubic,-39.068,-28.374,-56
vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,47.582,52.418,70.066,29.934,88.34,1.000,bicubic,-38.218,-27.566,+25
hrnet_w48_ssld.paddle_in1k,224,47.535,52.465,69.398,30.602,77.47,0.950,bilinear,-36.143,-27.450,+299
vit_base_patch8_224.augreg2_in21k_ft_in1k,224,47.499,52.501,70.334,29.666,86.58,0.900,bicubic,-38.728,-27.507,-21
tf_efficientnetv2_m.in21k_ft_in1k,480,47.468,52.532,70.923,29.077,54.14,1.000,bicubic,-38.546,-27.033,+2
hgnet_base.ssld_in1k,288,47.419,52.581,69.322,30.678,71.58,1.000,bicubic,-38.053,-28.312,+51
tf_efficientnet_l2.ns_jft_in1k,800,47.397,52.603,69.844,30.156,480.31,0.960,bicubic,-40.965,-28.812,-132
deit3_base_patch16_224.fb_in22k_ft_in1k,224,47.370,52.630,69.817,30.183,86.59,1.000,bicubic,-38.358,-27.791,+27
tiny_vit_21m_512.dist_in22k_ft_in1k,512,47.234,52.766,70.039,29.961,21.27,1.000,bicubic,-39.218,-27.845,-43
convformer_s36.sail_in22k_ft_in1k_384,384,47.152,52.848,69.498,30.502,40.01,1.000,bicubic,-39.228,-28.478,-38
maxvit_large_tf_512.in1k,512,47.057,52.943,69.575,30.425,212.33,1.000,bicubic,-39.477,-28.305,-52
convnext_small.fb_in22k_ft_in1k_384,384,46.886,53.114,69.518,30.482,50.22,1.000,bicubic,-38.868,-28.364,+22
convnextv2_huge.fcmae_ft_in1k,288,46.882,53.118,67.777,32.223,660.29,1.000,bicubic,-39.736,-30.191,-64
convformer_s36.sail_in22k_ft_in1k,224,46.877,53.123,69.549,30.451,40.01,1.000,bicubic,-38.548,-27.925,+50
caformer_s36.sail_in22k_ft_in1k,224,46.708,53.292,69.773,30.227,39.30,1.000,bicubic,-39.080,-28.055,+13
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,46.517,53.483,69.597,30.403,93.59,0.950,bicubic,-40.019,-28.497,-58
nextvit_small.bd_ssld_6m_in1k_384,384,46.428,53.572,69.154,30.846,31.76,1.000,bicubic,-39.528,-28.746,-4
tiny_vit_21m_384.dist_in22k_ft_in1k,384,46.281,53.719,69.217,30.783,21.23,1.000,bicubic,-39.813,-28.495,-20
maxvit_base_tf_384.in1k,384,46.273,53.727,68.537,31.463,119.65,1.000,bicubic,-40.021,-29.267,-41
beit_base_patch16_224.in22k_ft_in22k_in1k,224,46.258,53.742,69.905,30.095,86.53,0.900,bicubic,-38.986,-27.747,+59
vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,46.218,53.782,69.320,30.680,88.30,0.950,bicubic,-39.008,-28.078,+60
hrnet_w48_ssld.paddle_in1k,288,46.210,53.790,68.141,31.860,77.47,1.000,bilinear,-38.274,-29.085,+146
beitv2_base_patch16_224.in1k_ft_in1k,224,45.998,54.002,67.865,32.135,86.53,0.900,bicubic,-39.598,-29.649,+21
convnextv2_large.fcmae_ft_in1k,224,45.922,54.078,67.026,32.974,197.96,0.875,bicubic,-39.840,-30.560,+7
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,45.892,54.108,68.571,31.429,93.59,1.000,bicubic,-40.830,-29.611,-79
vit_base_patch16_384.augreg_in21k_ft_in1k,384,45.882,54.118,68.522,31.478,86.86,1.000,bicubic,-40.124,-29.478,-17
hiera_large_224.mae_in1k_ft_in1k,224,45.823,54.177,66.315,33.685,213.74,0.900,bicubic,-40.221,-31.333,-24
maxvit_large_tf_384.in1k,384,45.796,54.204,68.121,31.879,212.03,1.000,bicubic,-40.440,-29.569,-47
tf_efficientnet_b8.ap_in1k,672,45.764,54.236,67.911,32.089,87.41,0.954,bicubic,-39.602,-29.387,+41
vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,45.739,54.261,68.881,31.119,88.22,0.900,bicubic,-37.567,-27.649,+331
vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,45.725,54.275,67.685,32.315,60.60,1.000,bicubic,-40.877,-30.337,-78
convnext_small.in12k_ft_in1k_384,384,45.709,54.291,67.828,32.172,50.22,1.000,bicubic,-40.477,-30.092,-44
seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,45.646,54.354,68.856,31.144,93.59,0.875,bicubic,-40.310,-28.968,-19
tf_efficientnet_b5.ns_jft_in1k,456,45.617,54.383,67.854,32.146,30.39,0.934,bicubic,-40.485,-29.896,-38
swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,45.562,54.438,68.510,31.490,87.77,0.900,bicubic,-39.708,-29.058,+41
hgnet_small.ssld_in1k,224,45.354,54.646,67.802,32.197,24.36,0.965,bicubic,-38.456,-29.066,+237
rdnet_large.nv_in1k_ft_in1k_384,384,45.342,54.658,66.655,33.345,186.27,1.000,bicubic,-40.506,-31.029,-17
mvitv2_large.fb_in1k,224,45.322,54.678,65.211,34.789,217.99,0.900,bicubic,-39.942,-31.977,+40
hgnetv2_b4.ssld_stage2_ft_in1k,224,45.259,54.741,67.592,32.408,19.80,0.965,bicubic,-38.435,-29.196,+258
vit_base_patch16_224.augreg2_in21k_ft_in1k,224,45.120,54.880,67.413,32.587,86.57,0.900,bicubic,-39.990,-30.125,+56
vit_base_patch32_clip_224.openai_ft_in1k,224,45.031,54.969,68.461,31.539,88.22,0.900,bicubic,-36.915,-27.513,+528
nextvit_small.bd_ssld_6m_in1k,224,45.018,54.982,67.712,32.288,31.76,0.950,bicubic,-39.838,-29.668,+89
seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,44.904,55.096,67.549,32.451,93.59,1.000,bicubic,-41.614,-30.487,-83
tiny_vit_21m_224.dist_in22k_ft_in1k,224,44.823,55.177,67.555,32.445,21.20,0.950,bicubic,-40.265,-29.801,+58
convnextv2_large.fcmae_ft_in1k,288,44.805,55.195,65.861,34.139,197.96,1.000,bicubic,-41.321,-31.957,-51
regnety_160.lion_in12k_ft_in1k,224,44.575,55.425,66.317,33.683,83.59,0.950,bicubic,-41.027,-31.351,-3
volo_d5_512.sail_in1k,512,44.570,55.430,65.755,34.245,296.09,1.150,bicubic,-42.496,-32.219,-123
regnety_160.sw_in12k_ft_in1k,224,44.530,55.470,66.515,33.485,83.59,0.950,bicubic,-41.064,-31.153,-3
rdnet_large.nv_in1k,224,44.522,55.478,65.012,34.988,186.27,0.900,bicubic,-40.272,-32.142,+87
vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,44.462,55.538,65.505,34.495,60.40,0.950,bicubic,-41.266,-32.241,-14
convnext_small.in12k_ft_in1k,224,44.326,55.674,66.309,33.691,50.22,0.950,bicubic,-40.838,-31.193,+39
convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,44.302,55.698,66.623,33.377,28.64,1.000,bicubic,-40.804,-31.009,+45
cait_m48_448.fb_dist_in1k,448,44.247,55.753,64.706,35.294,356.46,1.000,bicubic,-42.235,-33.040,-89
deit3_large_patch16_384.fb_in1k,384,44.178,55.822,64.833,35.167,304.76,1.000,bicubic,-41.639,-32.769,-30
dm_nfnet_f6.dm_in1k,448,44.116,55.884,65.885,34.115,438.36,0.956,bicubic,-42.038,-31.883,-63
volo_d5_448.sail_in1k,448,44.096,55.904,65.065,34.935,295.91,1.150,bicubic,-42.882,-32.863,-126
eva02_small_patch14_336.mim_in22k_ft_in1k,336,44.013,55.987,65.932,34.068,22.13,1.000,bicubic,-41.747,-31.678,-25
dm_nfnet_f5.dm_in1k,416,43.923,56.077,64.869,35.131,377.21,0.954,bicubic,-41.793,-32.683,-21
deit3_huge_patch14_224.fb_in1k,224,43.819,56.181,64.311,35.689,632.13,0.900,bicubic,-41.403,-33.055,+23
hgnetv2_b4.ssld_stage2_ft_in1k,288,43.797,56.203,66.397,33.602,19.80,1.000,bicubic,-40.137,-30.666,+186
vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,43.613,56.387,64.106,35.894,60.40,0.950,bicubic,-41.811,-33.606,+4
convnext_small.fb_in22k_ft_in1k,224,43.611,56.389,66.564,33.435,50.22,0.875,bicubic,-40.971,-30.850,+94
convnext_small.fb_in22k_ft_in1k,288,43.593,56.407,66.447,33.553,50.22,1.000,bicubic,-41.683,-31.231,+12
deit3_large_patch16_224.fb_in1k,224,43.557,56.443,63.481,36.519,304.37,0.900,bicubic,-41.221,-33.565,+75
vit_base_r50_s16_384.orig_in21k_ft_in1k,384,43.532,56.468,66.800,33.200,98.95,1.000,bicubic,-41.462,-30.504,+47
hgnet_small.ssld_in1k,288,43.512,56.488,65.722,34.279,24.36,1.000,bicubic,-40.866,-31.408,+127
tf_efficientnet_b4.ns_jft_in1k,380,43.446,56.554,65.466,34.534,19.34,0.922,bicubic,-41.730,-31.862,+21
regnety_120.sw_in12k_ft_in1k,224,43.398,56.602,65.592,34.408,51.82,0.950,bicubic,-41.588,-31.830,+46
efficientvit_l3.r384_in1k,384,43.302,56.698,63.169,36.831,246.04,1.000,bicubic,-43.096,-34.465,-100
dm_nfnet_f3.dm_in1k,320,43.298,56.702,64.228,35.772,254.92,0.940,bicubic,-41.798,-33.158,+31
volo_d5_224.sail_in1k,224,43.284,56.716,64.102,35.898,295.46,0.960,bicubic,-42.794,-33.476,-72
deit3_medium_patch16_224.fb_in22k_ft_in1k,224,43.271,56.729,64.914,35.086,38.85,1.000,bicubic,-41.295,-32.264,+86
vit_base_patch16_224.augreg_in21k_ft_in1k,224,43.251,56.749,65.712,34.288,86.57,0.900,bicubic,-41.281,-31.586,+91
volo_d4_448.sail_in1k,448,43.125,56.875,64.130,35.870,193.41,1.150,bicubic,-43.665,-33.750,-132
hgnetv2_b4.ssld_stage1_in22k_in1k,224,43.074,56.926,65.110,34.890,19.80,0.965,bicubic,-39.812,-31.176,+343
hgnetv2_b3.ssld_stage2_ft_in1k,224,42.968,57.032,65.091,34.909,16.29,0.965,bicubic,-39.942,-31.271,+338
efficientvit_l3.r320_in1k,320,42.952,57.048,62.397,37.603,246.04,1.000,bicubic,-43.278,-35.059,-95
efficientnet_b5.sw_in12k_ft_in1k,448,42.872,57.128,65.417,34.583,30.39,1.000,bicubic,-43.020,-32.325,-62
dm_nfnet_f4.dm_in1k,384,42.868,57.132,63.466,36.534,316.07,0.951,bicubic,-42.628,-34.024,-25
tf_efficientnetv2_l.in1k,384,42.866,57.134,64.069,35.931,118.52,1.000,bicubic,-42.330,-33.207,+6
xcit_large_24_p8_384.fb_dist_in1k,384,42.864,57.136,63.371,36.629,188.93,1.000,bicubic,-43.162,-34.319,-76
regnety_160.lion_in12k_ft_in1k,288,42.748,57.252,64.204,35.796,83.59,1.000,bicubic,-43.262,-33.642,-74
vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,42.728,57.272,64.012,35.988,38.88,0.950,bicubic,-42.216,-33.376,+33
regnety_160.sw_in12k_ft_in1k,288,42.722,57.278,64.324,35.676,83.59,1.000,bicubic,-43.310,-33.506,-80
convnext_small.in12k_ft_in1k,288,42.681,57.319,64.314,35.685,50.22,1.000,bicubic,-42.643,-33.240,-13
maxvit_small_tf_512.in1k,512,42.665,57.335,64.562,35.438,69.13,1.000,bicubic,-43.439,-33.196,-91
efficientvit_l3.r224_in1k,224,42.642,57.358,62.306,37.694,246.04,1.000,bicubic,-43.170,-34.904,-61
xcit_large_24_p8_224.fb_dist_in1k,224,42.561,57.439,63.114,36.886,188.93,1.000,bicubic,-42.841,-34.304,-21
caformer_b36.sail_in1k,224,42.469,57.531,62.866,37.134,98.75,1.000,bicubic,-43.033,-34.450,-36
caformer_b36.sail_in1k_384,384,42.443,57.557,62.821,37.179,98.75,1.000,bicubic,-43.961,-35.003,-122
maxvit_large_tf_224.in1k,224,42.432,57.568,63.391,36.609,211.79,0.950,bicubic,-42.502,-33.589,+29
tf_efficientnet_b8.ra_in1k,672,42.424,57.576,64.831,35.169,87.41,0.954,bicubic,-42.932,-32.557,-21
cait_m36_384.fb_dist_in1k,384,42.396,57.604,63.354,36.646,271.22,1.000,bicubic,-43.668,-34.378,-93
volo_d4_224.sail_in1k,224,42.308,57.692,62.992,37.008,192.96,0.960,bicubic,-43.564,-34.464,-77
hgnetv2_b3.ssld_stage1_in22k_in1k,224,42.099,57.901,64.059,35.941,16.29,0.965,bicubic,-40.511,-32.303,+364
efficientvit_l2.r288_in1k,288,42.084,57.916,61.404,38.596,63.71,1.000,bicubic,-43.530,-35.956,-54
efficientvit_l3.r256_in1k,256,42.066,57.934,61.554,38.446,246.04,1.000,bicubic,-43.888,-35.784,-82
hiera_base_plus_224.mae_in1k_ft_in1k,224,42.064,57.936,61.738,38.262,69.90,0.900,bicubic,-43.070,-35.420,-4
caformer_s18.sail_in22k_ft_in1k_384,384,42.019,57.981,64.770,35.230,26.34,1.000,bicubic,-43.405,-32.812,-36
deit3_small_patch16_384.fb_in22k_ft_in1k,384,41.964,58.036,64.560,35.440,22.21,1.000,bicubic,-42.878,-32.922,+32
vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,41.907,58.093,63.721,36.279,39.03,0.950,bicubic,-43.647,-33.919,-52
maxvit_tiny_tf_512.in1k,512,41.868,58.132,63.578,36.422,31.05,1.000,bicubic,-43.792,-34.014,-63
efficientnetv2_rw_m.agc_in1k,320,41.854,58.146,62.632,37.368,53.24,1.000,bicubic,-42.440,-34.244,+99
caformer_s36.sail_in1k_384,384,41.763,58.237,62.772,37.228,39.30,1.000,bicubic,-43.993,-34.896,-71
hgnetv2_b4.ssld_stage1_in22k_in1k,288,41.705,58.295,63.731,36.269,19.80,1.000,bicubic,-41.743,-33.191,+230
hgnet_tiny.ssld_in1k,224,41.697,58.303,63.581,36.419,14.74,0.965,bicubic,-40.243,-32.533,+467
regnetz_e8.ra3_in1k,256,41.653,58.347,63.289,36.711,57.70,0.940,bicubic,-42.765,-33.697,+80
convnextv2_tiny.fcmae_ft_in22k_in1k,224,41.640,58.360,63.841,36.159,28.64,0.875,bicubic,-42.264,-33.123,+143
swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,41.602,58.398,64.554,35.446,49.61,0.900,bicubic,-41.728,-32.442,+250
regnety_2560.seer_ft_in1k,384,41.559,58.441,64.912,35.088,"1,282.60",1.000,bicubic,-43.587,-32.532,-17
convformer_s18.sail_in22k_ft_in1k_384,384,41.559,58.441,63.354,36.646,26.77,1.000,bicubic,-43.467,-34.226,-1
tf_efficientnetv2_s.in21k_ft_in1k,300,41.524,58.476,64.594,35.407,21.46,1.000,bicubic,-41.850,-32.116,+239
coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,41.500,58.500,61.477,38.523,41.72,0.950,bicubic,-43.440,-35.491,+4
caformer_m36.sail_in1k_384,384,41.486,58.514,61.534,38.466,56.20,1.000,bicubic,-44.674,-36.282,-123
tf_efficientnet_b7.ap_in1k,600,41.473,58.527,62.831,37.169,66.35,0.949,bicubic,-43.659,-34.425,-20
tf_efficientnet_b7.ra_in1k,600,41.441,58.559,63.061,36.939,66.35,0.949,bicubic,-43.489,-34.139,+5
hgnetv2_b3.ssld_stage2_ft_in1k,288,41.414,58.586,63.690,36.310,16.29,1.000,bicubic,-42.166,-33.124,+199
tf_efficientnet_b5.ap_in1k,456,41.392,58.608,62.125,37.875,30.39,0.934,bicubic,-42.862,-34.853,+91
dm_nfnet_f5.dm_in1k,544,41.335,58.665,62.027,37.973,377.21,0.954,bicubic,-44.765,-35.659,-122
regnety_120.sw_in12k_ft_in1k,288,41.323,58.677,63.204,36.796,51.82,1.000,bicubic,-44.119,-34.368,-61
dm_nfnet_f3.dm_in1k,416,41.308,58.692,62.131,37.869,254.92,0.940,bicubic,-44.364,-35.447,-83
resnetv2_152x4_bit.goog_in21k_ft_in1k,480,41.280,58.720,64.336,35.664,936.53,1.000,bilinear,-43.644,-33.122,+1
convnextv2_base.fcmae_ft_in1k,224,41.272,58.728,61.430,38.570,88.72,0.875,bicubic,-43.616,-35.650,+4
caformer_s18.sail_in22k_ft_in1k,224,41.205,58.795,63.900,36.100,26.34,1.000,bicubic,-42.881,-33.288,+105
dm_nfnet_f6.dm_in1k,576,41.184,58.816,62.827,37.173,438.36,0.956,bicubic,-45.188,-35.065,-152
tf_efficientnet_b6.ap_in1k,528,41.111,58.889,62.383,37.617,43.04,0.942,bicubic,-43.681,-34.751,+11
convnext_tiny.in12k_ft_in1k_384,384,41.091,58.909,62.825,37.175,28.59,1.000,bicubic,-44.063,-34.809,-36
efficientvit_l2.r224_in1k,224,41.074,58.926,60.726,39.274,63.71,1.000,bicubic,-43.970,-36.372,-22
xcit_large_24_p16_384.fb_dist_in1k,384,41.042,58.958,61.267,38.733,189.10,1.000,bicubic,-44.734,-36.261,-99
tf_efficientnetv2_s.in21k_ft_in1k,384,40.995,59.005,63.851,36.149,21.46,1.000,bicubic,-43.321,-33.417,+68
tf_efficientnetv2_l.in1k,480,40.993,59.007,62.013,37.987,118.52,1.000,bicubic,-44.667,-35.459,-91
xcit_large_24_p16_224.fb_dist_in1k,224,40.979,59.021,61.334,38.666,189.10,1.000,bicubic,-43.957,-35.794,-14
hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,40.905,59.095,62.566,37.434,34.36,0.950,bicubic,-43.995,-34.688,-8
maxvit_base_tf_224.in1k,224,40.883,59.117,61.182,38.818,119.47,0.950,bicubic,-43.987,-35.822,-5
maxvit_small_tf_384.in1k,384,40.858,59.142,62.080,37.920,69.02,1.000,bicubic,-44.676,-35.378,-85
edgenext_base.in21k_ft_in1k,320,40.842,59.158,61.764,38.236,18.51,1.000,bicubic,-43.234,-35.444,+94
resnetrs350.tf_in1k,288,40.734,59.266,61.587,38.413,163.96,1.000,bicubic,-43.574,-35.341,+63
efficientvit_l2.r256_in1k,256,40.675,59.325,60.599,39.401,63.71,1.000,bicubic,-44.693,-36.657,-69
hrnet_w18_ssld.paddle_in1k,224,40.651,59.349,62.312,37.688,21.30,0.950,bilinear,-40.481,-33.322,+541
xcit_medium_24_p8_224.fb_dist_in1k,224,40.500,59.500,60.512,39.488,84.32,1.000,bicubic,-44.576,-36.762,-36
rexnetr_300.sw_in12k_ft_in1k,224,40.482,59.518,63.153,36.847,34.81,0.950,bicubic,-43.554,-33.847,+97
tf_efficientnet_b4.ap_in1k,380,40.476,59.524,61.740,38.260,19.34,0.922,bicubic,-42.774,-34.650,+224
vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,40.474,59.526,62.760,37.240,36.47,1.000,bicubic,-43.600,-34.554,+88
tf_efficientnetv2_m.in1k,384,40.472,59.528,61.805,38.195,54.14,1.000,bicubic,-44.086,-35.251,+16
hgnetv2_b3.ssld_stage1_in22k_in1k,288,40.392,59.608,62.481,37.519,16.29,1.000,bicubic,-42.722,-34.231,+243
mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,40.386,59.614,61.960,38.040,32.59,0.950,bicubic,-43.928,-35.140,+53
deit3_base_patch16_224.fb_in1k,224,40.382,59.618,60.166,39.834,86.59,0.900,bicubic,-43.412,-36.416,+131
inception_next_base.sail_in1k_384,384,40.341,59.659,60.793,39.207,86.67,1.000,bicubic,-44.859,-36.631,-63
convformer_s18.sail_in22k_ft_in1k,224,40.309,59.691,61.724,38.276,26.77,1.000,bicubic,-43.453,-35.324,+136
ecaresnet269d.ra2_in1k,320,40.295,59.705,61.111,38.889,102.09,0.950,bicubic,-44.425,-36.071,-6
vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,40.290,59.710,61.662,38.338,38.86,0.950,bicubic,-44.160,-35.556,+25
flexivit_large.600ep_in1k,240,40.268,59.732,60.351,39.649,304.36,0.950,bicubic,-45.262,-37.143,-101
hgnet_tiny.ssld_in1k,288,40.240,59.760,61.831,38.169,14.74,1.000,bicubic,-42.284,-34.303,+322
deit3_small_patch16_224.fb_in22k_ft_in1k,224,40.184,59.816,61.860,38.140,22.06,1.000,bicubic,-42.898,-34.920,+239
vit_base_patch16_224_miil.in21k_ft_in1k,224,40.180,59.820,60.891,39.109,86.54,0.875,bilinear,-44.092,-35.907,+51
convnext_tiny.in12k_ft_in1k,224,40.170,59.830,61.575,38.425,28.59,0.950,bicubic,-44.022,-35.557,+62
regnetz_e8.ra3_in1k,320,40.132,59.868,61.312,38.688,57.70,1.000,bicubic,-44.908,-35.970,-49
rdnet_base.nv_in1k,224,40.121,59.879,60.198,39.802,87.45,0.900,bicubic,-44.247,-36.674,+35
maxvit_rmlp_small_rw_224.sw_in1k,224,40.121,59.879,59.480,40.520,64.90,0.900,bicubic,-44.363,-37.294,+11
xcit_medium_24_p8_384.fb_dist_in1k,384,40.111,59.889,60.538,39.462,84.32,1.000,bicubic,-45.731,-37.064,-139
convnext_large.fb_in1k,224,40.111,59.889,60.111,39.889,197.77,0.875,bicubic,-44.187,-36.781,+40
efficientvit_l1.r224_in1k,224,40.103,59.897,59.510,40.490,52.65,1.000,bicubic,-44.345,-37.346,+16
flexivit_large.1200ep_in1k,240,40.087,59.913,60.634,39.366,304.36,0.950,bicubic,-45.557,-36.912,-122
hiera_base_224.mae_in1k_ft_in1k,224,40.058,59.942,60.777,39.223,51.52,0.900,bicubic,-44.468,-36.263,+1
maxvit_tiny_tf_384.in1k,384,40.050,59.950,60.964,39.036,30.98,1.000,bicubic,-45.052,-36.354,-67
flexivit_large.300ep_in1k,240,40.026,59.974,59.986,40.014,304.36,0.950,bicubic,-45.256,-37.418,-92
mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,39.999,60.001,61.723,38.277,32.59,1.000,bicubic,-44.781,-35.619,-29
edgenext_base.in21k_ft_in1k,256,39.977,60.023,61.210,38.790,18.51,0.950,bicubic,-43.439,-35.586,+176
convnextv2_tiny.fcmae_ft_in22k_in1k,288,39.958,60.042,61.819,38.181,28.64,1.000,bicubic,-44.464,-35.435,+17
xcit_medium_24_p16_384.fb_dist_in1k,384,39.938,60.062,60.211,39.789,84.40,1.000,bicubic,-45.496,-37.197,-109
dm_nfnet_f4.dm_in1k,512,39.924,60.076,60.422,39.578,316.07,0.951,bicubic,-45.936,-37.230,-153
hgnetv2_b2.ssld_stage1_in22k_in1k,224,39.904,60.096,61.675,38.325,11.22,0.965,bicubic,-40.841,-33.823,+561
rdnet_small.nv_in1k,224,39.830,60.170,60.306,39.694,50.44,0.900,bicubic,-43.838,-36.214,+130
convnext_tiny.fb_in22k_ft_in1k_384,384,39.798,60.202,61.530,38.470,28.59,1.000,bicubic,-44.300,-35.252,+52
vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,39.796,60.204,59.803,40.197,63.95,0.950,bicubic,-44.526,-37.009,+22
cait_s36_384.fb_dist_in1k,384,39.769,60.231,60.465,39.535,68.37,1.000,bicubic,-45.689,-37.015,-118
convnextv2_base.fcmae_ft_in1k,288,39.761,60.239,59.846,40.154,88.72,1.000,bicubic,-45.729,-37.534,-121
volo_d3_448.sail_in1k,448,39.704,60.296,59.769,40.231,86.63,1.000,bicubic,-46.808,-37.941,-217
efficientnetv2_rw_m.agc_in1k,416,39.667,60.333,59.689,40.311,53.24,1.000,bicubic,-45.157,-37.461,-45
efficientvit_l2.r384_in1k,384,39.655,60.345,59.467,40.533,63.71,1.000,bicubic,-46.327,-38.047,-170
xception65.ra3_in1k,299,39.651,60.349,60.931,39.069,39.92,0.940,bicubic,-43.533,-35.667,+190
caformer_m36.sail_in1k,224,39.618,60.382,58.698,41.302,56.20,1.000,bicubic,-45.622,-38.508,-102
ecaresnet269d.ra2_in1k,352,39.598,60.402,60.355,39.645,102.09,1.000,bicubic,-45.374,-36.869,-68
mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,39.590,60.410,60.750,39.250,32.59,0.950,bicubic,-45.078,-36.358,-36
eca_nfnet_l2.ra3_in1k,320,39.588,60.412,60.538,39.462,56.72,0.900,bicubic,-44.568,-36.194,+35
resnetrs420.tf_in1k,320,39.555,60.445,60.304,39.696,191.89,1.000,bicubic,-44.695,-36.562,+25
convformer_b36.sail_in1k,224,39.547,60.453,58.085,41.915,99.88,1.000,bicubic,-45.283,-38.865,-54
caformer_s36.sail_in1k,224,39.531,60.469,59.781,40.219,39.30,1.000,bicubic,-45.013,-37.229,-26
tf_efficientnet_b3.ns_jft_in1k,300,39.500,60.500,61.432,38.568,12.23,0.904,bicubic,-44.564,-35.468,+44
volo_d3_224.sail_in1k,224,39.484,60.516,59.875,40.125,86.33,0.960,bicubic,-45.958,-37.401,-130
hgnetv2_b2.ssld_stage2_ft_in1k,224,39.470,60.530,61.239,38.761,11.22,0.965,bicubic,-42.096,-34.659,+419
convnext_large.fb_in1k,288,39.466,60.534,59.235,40.765,197.77,1.000,bicubic,-45.396,-37.975,-62
deit3_base_patch16_384.fb_in1k,384,39.421,60.579,58.948,41.052,86.88,1.000,bicubic,-45.665,-38.300,-90
xcit_small_24_p8_224.fb_dist_in1k,224,39.323,60.677,59.418,40.582,47.63,1.000,bicubic,-45.553,-37.782,-66
xcit_medium_24_p16_224.fb_dist_in1k,224,39.295,60.705,59.480,40.520,84.40,1.000,bicubic,-44.993,-37.456,+8
inception_next_base.sail_in1k,224,39.272,60.728,59.264,40.736,86.67,0.950,bicubic,-44.826,-37.874,+31
convformer_m36.sail_in1k,224,39.242,60.758,57.645,42.355,57.05,1.000,bicubic,-45.244,-39.221,-30
efficientnet_b4.ra2_in1k,320,39.191,60.809,59.944,40.056,19.34,0.875,bicubic,-43.463,-36.192,+249
coat_lite_medium_384.in1k,384,39.183,60.817,59.292,40.708,44.57,1.000,bicubic,-45.711,-38.084,-73
efficientnetv2_rw_s.ra2_in1k,288,39.160,60.840,59.598,40.402,23.94,1.000,bicubic,-43.728,-37.030,+217
efficientnet_b4.ra2_in1k,384,39.142,60.858,59.661,40.339,19.34,1.000,bicubic,-44.332,-36.923,+130
tiny_vit_11m_224.dist_in22k_ft_in1k,224,39.120,60.880,61.033,38.967,11.00,0.950,bicubic,-44.112,-35.595,+166
vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,39.081,60.919,58.822,41.178,60.23,0.950,bicubic,-44.829,-37.864,+46
hrnet_w18_ssld.paddle_in1k,288,39.069,60.931,60.640,39.360,21.30,1.000,bilinear,-42.979,-35.604,+347
mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,39.042,60.958,60.540,39.460,32.59,1.000,bicubic,-45.948,-36.744,-92
xcit_small_24_p8_384.fb_dist_in1k,384,39.028,60.972,59.215,40.785,47.63,1.000,bicubic,-46.554,-38.357,-160
maxvit_small_tf_224.in1k,224,39.024,60.976,59.306,40.694,68.93,0.950,bicubic,-45.432,-37.913,-33
vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,39.022,60.978,58.633,41.367,86.43,0.950,bicubic,-44.868,-38.041,+47
tresnet_v2_l.miil_in21k_ft_in1k,224,39.018,60.982,59.482,40.518,46.17,0.875,bilinear,-44.884,-37.014,+43
dm_nfnet_f2.dm_in1k,256,39.002,60.998,59.146,40.854,193.78,0.920,bicubic,-45.090,-37.760,+18
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,38.985,61.015,62.499,37.501,236.34,1.000,bicubic,-44.897,-34.617,+48
seresnext101d_32x8d.ah_in1k,224,38.946,61.054,58.942,41.058,93.59,0.950,bicubic,-44.755,-37.844,+83
convformer_b36.sail_in1k_384,384,38.944,61.056,58.402,41.598,99.88,1.000,bicubic,-46.834,-39.118,-184
convnext_tiny.in12k_ft_in1k,288,38.883,61.117,59.875,40.125,28.59,1.000,bicubic,-45.565,-37.453,-37
coatnet_rmlp_2_rw_224.sw_in1k,224,38.869,61.131,58.079,41.921,73.88,0.950,bicubic,-45.733,-38.667,-61
vit_base_patch32_384.augreg_in21k_ft_in1k,384,38.828,61.172,60.337,39.663,88.30,1.000,bicubic,-44.524,-36.495,+140
nextvit_large.bd_in1k_384,384,38.828,61.172,59.809,40.191,57.87,1.000,bicubic,-46.106,-37.489,-97
regnetz_d32.ra3_in1k,256,38.765,61.235,60.033,39.967,27.58,0.950,bicubic,-44.663,-36.643,+122
tf_efficientnetv2_m.in1k,480,38.757,61.243,59.854,40.146,54.14,1.000,bicubic,-46.453,-37.510,-136
hgnetv2_b2.ssld_stage1_in22k_in1k,288,38.739,61.261,60.298,39.702,11.22,1.000,bicubic,-42.721,-35.710,+410
eca_nfnet_l2.ra3_in1k,384,38.731,61.269,59.502,40.498,56.72,1.000,bicubic,-45.975,-37.754,-76
efficientvit_b3.r288_in1k,288,38.696,61.304,58.402,41.598,48.65,1.000,bicubic,-45.460,-38.616,-1
resnet200d.ra2_in1k,256,38.694,61.306,59.349,40.651,64.69,0.950,bicubic,-44.546,-37.197,+144
efficientvit_b3.r256_in1k,256,38.682,61.318,58.651,41.349,48.65,1.000,bicubic,-45.132,-37.863,+47
resnet152d.ra2_in1k,256,38.680,61.320,59.311,40.689,60.21,0.950,bicubic,-44.476,-37.071,+155
xcit_small_12_p8_384.fb_dist_in1k,384,38.669,61.331,58.999,41.001,26.21,1.000,bicubic,-46.404,-38.263,-121
davit_small.msft_in1k,224,38.651,61.349,58.205,41.795,49.75,0.950,bicubic,-45.615,-38.725,-20
resnetrs270.tf_in1k,256,38.611,61.389,59.296,40.704,129.86,1.000,bicubic,-44.982,-37.320,+86
regnetz_040_h.ra3_in1k,256,38.596,61.404,59.256,40.744,28.94,1.000,bicubic,-45.172,-37.436,+54
convformer_m36.sail_in1k_384,384,38.553,61.447,57.728,42.272,57.05,1.000,bicubic,-47.027,-39.820,-183
mvitv2_small.fb_in1k,224,38.545,61.455,58.119,41.881,34.87,0.900,bicubic,-45.227,-38.439,+51
vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,38.543,61.457,58.826,41.174,38.74,0.950,bicubic,-45.269,-37.996,+40
xcit_small_24_p16_384.fb_dist_in1k,384,38.505,61.495,58.404,41.596,47.67,1.000,bicubic,-46.597,-38.978,-134
davit_base.msft_in1k,224,38.503,61.497,57.515,42.485,87.95,0.950,bicubic,-46.147,-39.503,-85
resnetaa101d.sw_in12k_ft_in1k,224,38.492,61.508,59.288,40.712,44.57,0.950,bicubic,-45.052,-37.540,+85
mvitv2_base.fb_in1k,224,38.478,61.522,57.910,42.090,51.47,0.900,bicubic,-45.960,-38.952,-55
vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,38.470,61.530,59.388,40.612,22.52,0.950,bicubic,-45.332,-37.570,+40
convnext_tiny.fb_in22k_ft_in1k,224,38.458,61.542,60.439,39.561,28.59,0.875,bicubic,-44.430,-35.889,+178
xcit_small_12_p8_224.fb_dist_in1k,224,38.454,61.546,58.836,41.164,26.21,1.000,bicubic,-45.796,-38.038,-29
rexnetr_300.sw_in12k_ft_in1k,288,38.419,61.581,60.575,39.425,34.81,1.000,bicubic,-46.167,-36.703,-85
convformer_s36.sail_in1k,224,38.401,61.599,57.720,42.280,40.01,1.000,bicubic,-45.671,-39.036,-9
fastvit_ma36.apple_dist_in1k,256,38.393,61.607,58.494,41.506,44.07,0.950,bicubic,-46.213,-38.512,-89
hgnetv2_b2.ssld_stage2_ft_in1k,288,38.368,61.632,59.828,40.172,11.22,1.000,bicubic,-43.992,-36.576,+259
seresnextaa101d_32x8d.ah_in1k,224,38.362,61.638,58.358,41.642,93.59,0.950,bicubic,-45.538,-38.290,+9
tf_efficientnet_b5.ra_in1k,456,38.350,61.650,59.930,40.070,30.39,0.934,bicubic,-45.478,-36.684,+23
dm_nfnet_f1.dm_in1k,224,38.283,61.717,58.132,41.868,132.63,0.910,bicubic,-45.161,-38.502,+90
deit_base_distilled_patch16_384.fb_in1k,384,38.242,61.758,57.800,42.200,87.63,1.000,bicubic,-47.186,-39.528,-185
convnext_base.fb_in1k,224,38.240,61.760,58.221,41.779,88.59,0.875,bicubic,-45.594,-38.525,+17
seresnet152d.ra2_in1k,256,38.148,61.852,58.421,41.579,66.84,0.950,bicubic,-45.546,-38.363,+49
xcit_large_24_p8_224.fb_in1k,224,38.130,61.870,57.877,42.123,188.93,1.000,bicubic,-46.256,-38.789,-58
vit_base_patch16_384.orig_in21k_ft_in1k,384,38.128,61.872,60.435,39.565,86.86,1.000,bicubic,-46.080,-36.785,-36
hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,38.085,61.915,58.270,41.730,34.36,0.950,bicubic,-46.469,-38.836,-91
mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,38.051,61.949,58.665,41.335,37.76,0.950,bicubic,-45.933,-38.043,-11
resnetv2_152x2_bit.goog_in21k_ft_in1k,448,38.014,61.986,61.186,38.814,236.34,1.000,bilinear,-46.466,-36.230,-84
repvit_m2_3.dist_450e_in1k,224,37.995,62.005,58.174,41.826,23.69,0.950,bicubic,-45.748,-38.468,+32
pvt_v2_b4.in1k,224,37.953,62.047,58.219,41.781,62.56,0.900,bicubic,-45.759,-38.451,+34
cait_s24_384.fb_dist_in1k,384,37.916,62.084,58.069,41.931,47.06,1.000,bicubic,-47.126,-39.280,-150
regnetz_040.ra3_in1k,256,37.902,62.098,57.934,42.066,27.12,1.000,bicubic,-45.758,-38.750,+47
coat_lite_medium.in1k,224,37.896,62.104,57.824,42.176,44.57,0.900,bicubic,-45.706,-38.890,+53
convnextv2_nano.fcmae_ft_in22k_in1k_384,384,37.892,62.108,59.449,40.551,15.62,1.000,bicubic,-45.470,-37.291,+92
resnet152d.ra2_in1k,320,37.873,62.127,58.382,41.618,60.21,1.000,bicubic,-45.811,-38.368,+39
nextvit_large.bd_in1k,224,37.867,62.133,58.213,41.787,57.87,0.950,bicubic,-45.775,-38.471,+45
convformer_s36.sail_in1k_384,384,37.814,62.186,57.478,42.522,40.01,1.000,bicubic,-47.566,-39.992,-195
hiera_small_224.mae_in1k_ft_in1k,224,37.774,62.226,57.510,42.490,35.01,0.900,bicubic,-46.112,-39.252,-7
resnetrs350.tf_in1k,384,37.751,62.249,58.144,41.856,163.96,1.000,bicubic,-46.971,-38.828,-122
resnetrs420.tf_in1k,416,37.747,62.253,58.223,41.777,191.89,1.000,bicubic,-47.267,-38.893,-155
deit3_medium_patch16_224.fb_in1k,224,37.745,62.255,57.087,42.913,38.85,0.900,bicubic,-45.341,-39.199,+124
xcit_small_24_p16_224.fb_dist_in1k,224,37.721,62.279,57.356,42.644,47.67,1.000,bicubic,-46.157,-39.378,-8
caformer_s18.sail_in1k_384,384,37.678,62.322,57.600,42.400,26.34,1.000,bicubic,-47.358,-39.760,-160
vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,37.657,62.343,56.779,43.221,60.40,0.950,bicubic,-45.988,-39.768,+36
regnety_640.seer_ft_in1k,384,37.623,62.377,59.842,40.158,281.38,1.000,bicubic,-46.293,-37.078,-23
xcit_small_12_p16_384.fb_dist_in1k,384,37.607,62.393,57.779,42.221,26.25,1.000,bicubic,-47.129,-39.357,-131
pvt_v2_b5.in1k,224,37.544,62.456,57.250,42.750,81.96,0.900,bicubic,-46.224,-39.382,+11
resnet200d.ra2_in1k,320,37.525,62.475,58.303,41.697,64.69,1.000,bicubic,-46.451,-38.517,-31
vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,37.470,62.530,57.067,42.933,60.40,0.950,bicubic,-46.238,-39.551,+17
maxvit_rmlp_tiny_rw_256.sw_in1k,256,37.403,62.597,57.185,42.815,29.15,0.950,bicubic,-46.831,-39.599,-63
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,37.356,62.644,59.465,40.535,236.34,0.875,bicubic,-45.560,-37.111,+135
efficientvit_b3.r224_in1k,224,37.354,62.646,57.132,42.868,48.65,0.950,bicubic,-46.090,-39.206,+59
regnety_1280.seer_ft_in1k,384,37.344,62.656,59.156,40.844,644.81,1.000,bicubic,-47.082,-37.928,-94
regnetz_d8_evos.ch_in1k,256,37.344,62.656,58.003,41.997,23.46,0.950,bicubic,-46.050,-38.655,+68
mobilenetv4_hybrid_large.e600_r384_in1k,384,37.322,62.678,57.625,42.375,37.76,0.950,bicubic,-46.500,-39.143,-11
convnext_base.fb_in1k,288,37.315,62.685,57.323,42.677,88.59,1.000,bicubic,-47.151,-39.659,-110
resnest269e.in1k,416,37.301,62.699,57.456,42.544,110.93,0.928,bicubic,-47.239,-39.534,-120
vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,37.250,62.750,59.064,40.936,36.43,0.900,bicubic,-44.594,-36.960,+299
resmlp_big_24_224.fb_in22k_ft_in1k,224,37.240,62.760,58.172,41.828,129.14,0.875,bicubic,-47.148,-38.936,-94
edgenext_base.usi_in1k,256,37.216,62.784,57.578,42.422,18.51,0.950,bicubic,-46.468,-39.122,+15
pit_b_distilled_224.in1k,224,37.208,62.792,56.505,43.495,74.79,0.900,bicubic,-46.566,-39.963,-6
repvit_m2_3.dist_300e_in1k,224,37.199,62.801,57.205,42.795,23.69,0.950,bicubic,-46.325,-39.327,+34
rdnet_tiny.nv_in1k,224,37.193,62.807,57.313,42.687,23.86,0.900,bicubic,-45.627,-38.965,+139
cait_s24_224.fb_dist_in1k,224,37.153,62.847,56.718,43.282,46.92,1.000,bicubic,-46.331,-39.868,+39
vit_medium_patch16_reg4_gap_256.sbb_in1k,256,37.146,62.854,57.313,42.687,38.88,0.950,bicubic,-46.322,-39.309,+42
pvt_v2_b3.in1k,224,37.134,62.866,57.319,42.681,45.24,0.900,bicubic,-45.984,-39.135,+93
dm_nfnet_f2.dm_in1k,352,37.130,62.870,56.973,43.027,193.78,0.920,bicubic,-48.046,-40.515,-204
mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,37.124,62.876,57.671,42.329,37.76,1.000,bicubic,-47.240,-39.237,-99
tiny_vit_21m_224.in1k,224,37.120,62.880,57.435,42.565,21.20,0.950,bicubic,-46.150,-39.167,+67
efficientformer_l7.snap_dist_in1k,224,37.120,62.880,56.914,43.086,82.23,0.950,bicubic,-46.266,-39.624,+54
volo_d1_384.sail_in1k,384,37.110,62.890,57.132,42.868,26.78,1.000,bicubic,-48.156,-40.086,-220
vit_base_patch32_224.augreg_in21k_ft_in1k,224,37.108,62.892,59.286,40.714,88.22,0.900,bicubic,-43.628,-36.284,+437
fastvit_sa36.apple_dist_in1k,256,37.108,62.892,57.122,42.878,31.53,0.900,bicubic,-46.924,-39.728,-60
resnetaa101d.sw_in12k_ft_in1k,288,37.104,62.896,57.901,42.099,44.57,1.000,bicubic,-46.998,-39.217,-75
tf_efficientnet_b3.ap_in1k,300,37.093,62.907,57.264,42.736,12.23,0.904,bicubic,-44.761,-38.344,+281
efficientnetv2_rw_s.ra2_in1k,384,37.073,62.927,56.822,43.178,23.94,1.000,bicubic,-46.757,-39.890,-35
maxvit_tiny_tf_224.in1k,224,37.067,62.933,56.928,43.072,30.92,0.950,bicubic,-46.355,-39.662,+39
convnext_small.fb_in1k,224,37.063,62.937,57.128,42.872,50.22,0.875,bicubic,-46.081,-39.304,+77
regnetz_040_h.ra3_in1k,320,36.996,63.004,57.258,42.742,28.94,1.000,bicubic,-47.514,-39.758,-139
swinv2_base_window16_256.ms_in1k,256,36.994,63.006,56.134,43.866,87.92,0.900,bicubic,-47.614,-40.930,-154
xcit_small_12_p16_224.fb_dist_in1k,224,36.949,63.051,56.729,43.271,26.25,1.000,bicubic,-46.405,-39.723,+49
rexnetr_200.sw_in12k_ft_in1k,224,36.923,63.077,58.800,41.200,16.52,0.950,bicubic,-45.685,-37.326,+152
volo_d1_224.sail_in1k,224,36.902,63.098,56.663,43.337,26.63,0.960,bicubic,-47.250,-40.111,-86
inception_next_small.sail_in1k,224,36.884,63.116,56.765,43.235,49.37,0.875,bicubic,-46.700,-39.833,+5
seresnext101_32x8d.ah_in1k,224,36.798,63.202,55.708,44.292,93.57,0.950,bicubic,-46.820,-40.705,-2
efficientformerv2_l.snap_dist_in1k,224,36.788,63.212,56.649,43.351,26.32,0.950,bicubic,-46.852,-39.891,-4
seresnet152d.ra2_in1k,320,36.784,63.216,56.745,43.255,66.84,1.000,bicubic,-47.570,-40.297,-117
eca_nfnet_l1.ra2_in1k,256,36.715,63.285,57.117,42.883,41.41,0.900,bicubic,-46.549,-39.558,+50
regnetz_d8.ra3_in1k,256,36.700,63.300,58.044,41.956,23.37,0.940,bicubic,-46.849,-38.702,+3
seresnext101d_32x8d.ah_in1k,288,36.697,63.303,56.423,43.577,93.59,1.000,bicubic,-47.705,-40.463,-128
maxxvit_rmlp_small_rw_256.sw_in1k,256,36.692,63.308,56.010,43.990,66.01,0.950,bicubic,-47.948,-41.052,-167
resnetrs200.tf_in1k,256,36.652,63.348,56.674,43.326,93.21,1.000,bicubic,-47.234,-40.006,-62
volo_d2_224.sail_in1k,224,36.625,63.375,56.476,43.524,58.68,0.960,bicubic,-48.577,-40.710,-235
caformer_s18.sail_in1k,224,36.619,63.381,55.845,44.155,26.34,1.000,bicubic,-47.049,-40.867,-16
fastvit_ma36.apple_in1k,256,36.578,63.422,56.533,43.467,44.07,0.950,bicubic,-47.306,-40.229,-63
xception65p.ra3_in1k,299,36.572,63.428,56.438,43.562,39.82,0.940,bicubic,-46.592,-40.062,+55
mobilenetv4_hybrid_large.e600_r384_in1k,448,36.556,63.444,56.721,43.279,37.76,1.000,bicubic,-47.718,-40.229,-118
seresnextaa101d_32x8d.ah_in1k,288,36.548,63.452,56.374,43.626,93.59,1.000,bicubic,-48.028,-40.700,-167
fastvit_sa36.apple_in1k,256,36.536,63.464,55.994,44.006,31.53,0.900,bicubic,-46.968,-40.636,0
nextvit_base.bd_in1k,224,36.534,63.466,56.490,43.510,44.82,0.950,bicubic,-46.962,-40.156,0
focalnet_base_srf.ms_in1k,224,36.464,63.536,56.201,43.799,88.15,0.900,bicubic,-47.344,-41.083,-52
resnetv2_101x3_bit.goog_in21k_ft_in1k,448,36.426,63.574,59.062,40.938,387.93,1.000,bilinear,-48.004,-38.318,-144
regnetz_d32.ra3_in1k,320,36.426,63.574,57.366,42.634,27.58,0.950,bicubic,-47.602,-39.504,-89
volo_d2_384.sail_in1k,384,36.424,63.576,56.301,43.699,58.87,1.000,bicubic,-49.634,-41.283,-329
deit_base_distilled_patch16_224.fb_in1k,224,36.416,63.584,56.670,43.330,87.34,0.900,bicubic,-46.972,-39.820,+18
cait_xs24_384.fb_dist_in1k,384,36.413,63.587,56.918,43.082,26.67,1.000,bicubic,-47.651,-39.964,-98
efficientnet_b3.ra2_in1k,320,36.407,63.593,56.839,43.161,12.23,1.000,bicubic,-45.891,-39.289,+182
gcvit_base.in1k,224,36.383,63.617,55.908,44.092,90.32,0.875,bicubic,-48.071,-40.942,-159
vit_little_patch16_reg4_gap_256.sbb_in1k,256,36.375,63.625,56.727,43.273,22.52,0.950,bicubic,-46.139,-39.533,+144
resnetrs270.tf_in1k,352,36.369,63.631,56.566,43.434,129.86,1.000,bicubic,-48.071,-40.408,-156
dm_nfnet_f1.dm_in1k,320,36.356,63.644,55.715,44.285,132.63,0.910,bicubic,-48.340,-41.465,-191
vit_medium_patch16_reg1_gap_256.sbb_in1k,256,36.318,63.682,56.283,43.717,38.88,0.950,bicubic,-47.140,-40.239,-4
tresnet_m.miil_in21k_ft_in1k,224,36.275,63.725,55.806,44.194,31.39,0.875,bilinear,-46.815,-40.306,+51
mixer_b16_224.miil_in21k_ft_in1k,224,36.253,63.747,55.961,44.039,59.88,0.875,bilinear,-46.057,-39.753,+170
convnext_small.fb_in1k,288,36.251,63.749,55.934,44.066,50.22,1.000,bicubic,-47.453,-40.883,-48
convformer_s18.sail_in1k_384,384,36.218,63.782,56.053,43.947,26.77,1.000,bicubic,-48.176,-41.059,-152
regnety_160.deit_in1k,224,36.181,63.819,56.417,43.583,83.59,0.950,bicubic,-46.813,-40.083,+59
deit3_small_patch16_384.fb_in1k,384,36.165,63.835,55.590,44.410,22.21,1.000,bicubic,-47.263,-41.046,-5
mobilenetv4_conv_large.e600_r384_in1k,384,36.130,63.870,56.232,43.768,32.59,0.950,bicubic,-46.844,-40.012,+61
mvitv2_tiny.fb_in1k,224,36.120,63.880,55.134,44.866,24.17,0.900,bicubic,-46.288,-41.016,+146
focalnet_base_lrf.ms_in1k,224,36.114,63.886,55.597,44.403,88.75,0.900,bicubic,-47.714,-41.169,-78
tf_efficientnet_b2.ns_jft_in1k,260,36.098,63.902,57.496,42.504,9.11,0.890,bicubic,-46.314,-38.738,+143
convnextv2_tiny.fcmae_ft_in1k,224,36.077,63.923,55.564,44.436,28.64,0.875,bicubic,-46.871,-40.722,+60
regnetz_040.ra3_in1k,320,36.069,63.931,55.755,44.245,27.12,1.000,bicubic,-48.187,-41.179,-142
resnet152.a1h_in1k,224,36.067,63.933,55.554,44.446,60.19,0.950,bicubic,-46.751,-40.570,+78
regnety_320.seer_ft_in1k,384,36.047,63.953,58.470,41.530,145.05,1.000,bicubic,-47.279,-38.242,+8
ecaresnet101d.miil_in1k,224,36.027,63.973,56.195,43.805,44.57,0.875,bicubic,-46.159,-39.867,+181
mobilenetv4_conv_large.e600_r384_in1k,448,35.955,64.045,56.014,43.986,32.59,1.000,bicubic,-47.463,-40.598,-11
resnest200e.in1k,320,35.937,64.063,55.869,44.131,70.20,0.909,bicubic,-47.935,-41.007,-94
mobilenetv4_conv_aa_large.e600_r384_in1k,384,35.935,64.065,55.428,44.572,32.59,0.950,bicubic,-47.329,-40.962,+9
nextvit_base.bd_in1k_384,384,35.921,64.079,56.220,43.780,44.82,1.000,bicubic,-48.805,-41.004,-215
resnetrs152.tf_in1k,256,35.876,64.124,55.434,44.566,86.62,1.000,bicubic,-47.010,-41.198,+61
resnet18.fb_swsl_ig1b_ft_in1k,224,35.862,64.138,58.461,41.539,11.69,0.875,bilinear,-37.426,-33.293,+868
dm_nfnet_f0.dm_in1k,192,35.858,64.142,56.523,43.477,71.49,0.900,bicubic,-45.580,-39.155,+274
eca_nfnet_l1.ra2_in1k,320,35.849,64.151,55.931,44.069,41.41,1.000,bicubic,-48.201,-41.103,-126
sequencer2d_l.in1k,224,35.823,64.177,55.747,44.253,54.30,0.875,bicubic,-47.587,-40.757,-16
vit_base_patch16_224.orig_in21k_ft_in1k,224,35.784,64.216,57.395,42.605,86.57,0.900,bicubic,-46.002,-38.728,+227
gcvit_small.in1k,224,35.778,64.222,54.898,45.102,51.09,0.875,bicubic,-48.130,-41.762,-114
vit_relpos_medium_patch16_cls_224.sw_in1k,224,35.727,64.273,54.941,45.059,38.76,0.900,bicubic,-46.845,-41.135,+108
resnet101d.ra2_in1k,256,35.723,64.277,55.401,44.599,44.57,0.950,bicubic,-46.529,-40.667,+155
xcit_small_12_p8_224.fb_in1k,224,35.587,64.413,55.619,44.381,26.21,1.000,bicubic,-47.769,-40.855,-13
efficientnet_b3.ra2_in1k,288,35.542,64.458,55.930,44.070,12.23,0.875,bicubic,-45.932,-39.740,+258
flexivit_base.1200ep_in1k,240,35.519,64.481,53.833,46.167,86.59,0.950,bicubic,-49.169,-43.187,-222
xcit_small_24_p8_224.fb_in1k,224,35.517,64.484,54.780,45.220,47.63,1.000,bicubic,-48.337,-41.856,-108
coat_small.in1k,224,35.515,64.485,55.177,44.823,21.69,0.900,bicubic,-46.861,-41.037,+128
vit_small_patch16_384.augreg_in21k_ft_in1k,384,35.511,64.489,57.557,42.443,22.20,1.000,bicubic,-48.293,-39.551,-96
xcit_large_24_p16_224.fb_in1k,224,35.501,64.499,54.762,45.238,189.10,1.000,bicubic,-47.389,-41.120,+42
convnextv2_nano.fcmae_ft_in22k_in1k,224,35.497,64.503,56.378,43.622,15.62,0.875,bicubic,-46.541,-39.796,+180
tf_efficientnet_b5.aa_in1k,456,35.475,64.525,56.199,43.801,30.39,0.934,bicubic,-48.221,-40.515,-79
regnetz_d8_evos.ch_in1k,320,35.464,64.537,55.770,44.230,23.46,1.000,bicubic,-48.688,-41.250,-155
swinv2_base_window8_256.ms_in1k,256,35.464,64.537,54.635,45.365,87.92,0.900,bicubic,-48.782,-42.267,-164
xcit_medium_24_p8_224.fb_in1k,224,35.442,64.558,54.837,45.163,84.32,1.000,bicubic,-48.300,-41.555,-90
gc_efficientnetv2_rw_t.agc_in1k,224,35.436,64.564,55.212,44.788,13.68,1.000,bicubic,-45.832,-40.414,+281
swinv2_small_window16_256.ms_in1k,256,35.422,64.578,54.642,45.358,49.73,0.900,bicubic,-48.794,-42.231,-166
dm_nfnet_f0.dm_in1k,256,35.410,64.590,55.525,44.475,71.49,0.900,bicubic,-48.060,-41.043,-49
efficientnetv2_rw_t.ra2_in1k,224,35.391,64.609,54.986,45.014,13.65,1.000,bicubic,-45.981,-40.566,+265
resnest101e.in1k,256,35.383,64.617,55.786,44.214,48.28,0.875,bilinear,-47.533,-40.524,+30
resnet152.a1h_in1k,288,35.353,64.647,54.656,45.344,60.19,1.000,bicubic,-48.141,-41.866,-57
convit_base.fb_in1k,224,35.322,64.678,54.941,45.059,86.54,0.875,bicubic,-46.972,-41.059,+133
convnext_tiny_hnf.a2h_in1k,224,35.302,64.698,53.860,46.140,28.59,0.950,bicubic,-46.928,-42.000,+138
efficientformer_l3.snap_dist_in1k,224,35.292,64.707,54.497,45.503,31.41,0.950,bicubic,-47.271,-41.745,+87
regnety_080.ra3_in1k,224,35.287,64.713,55.425,44.575,39.18,0.950,bicubic,-47.875,-41.053,-10
focalnet_small_lrf.ms_in1k,224,35.279,64.721,54.922,45.078,50.34,0.900,bicubic,-48.229,-41.664,-65
convformer_s18.sail_in1k,224,35.255,64.745,54.609,45.391,26.77,1.000,bicubic,-47.713,-41.635,+17
xcit_tiny_24_p8_224.fb_dist_in1k,224,35.241,64.759,55.271,44.729,12.11,1.000,bicubic,-47.339,-40.913,+79
edgenext_base.usi_in1k,320,35.241,64.759,55.140,44.860,18.51,1.000,bicubic,-48.729,-41.630,-148
nfnet_l0.ra2_in1k,224,35.228,64.772,55.959,44.041,35.07,0.900,bicubic,-46.640,-40.077,+185
fastvit_sa24.apple_dist_in1k,256,35.206,64.794,54.646,45.354,21.55,0.900,bicubic,-48.156,-41.930,-41
flexivit_base.600ep_in1k,240,35.155,64.845,53.676,46.324,86.59,0.950,bicubic,-49.405,-43.234,-236
regnetz_c16.ra3_in1k,256,35.114,64.886,56.303,43.697,13.46,0.940,bicubic,-47.046,-39.751,+143
twins_svt_large.in1k,224,35.100,64.900,54.721,45.279,99.27,0.900,bicubic,-48.590,-41.887,-98
repvgg_b3g4.rvgg_in1k,224,35.080,64.920,54.745,45.255,83.83,0.875,bilinear,-45.168,-40.357,+413
convnextv2_tiny.fcmae_ft_in1k,288,35.057,64.943,54.204,45.796,28.64,1.000,bicubic,-48.419,-42.514,-69
repvgg_b3.rvgg_in1k,224,35.029,64.971,54.515,45.485,123.09,0.875,bilinear,-45.489,-40.739,+364
regnetz_d8.ra3_in1k,320,35.019,64.981,55.963,44.037,23.37,1.000,bicubic,-49.023,-41.039,-166
regnety_032.ra_in1k,224,35.019,64.981,54.971,45.029,19.44,0.950,bicubic,-46.923,-41.179,+171
repvit_m1_5.dist_450e_in1k,224,35.002,64.998,54.297,45.703,14.64,0.950,bicubic,-47.518,-41.813,+74
rexnetr_200.sw_in12k_ft_in1k,288,34.955,65.046,55.918,44.082,16.52,1.000,bicubic,-48.215,-40.732,-30
repvgg_d2se.rvgg_in1k,320,34.925,65.075,53.524,46.476,133.33,1.000,bilinear,-48.629,-43.140,-88
xcit_tiny_24_p8_384.fb_dist_in1k,384,34.900,65.100,55.116,44.884,12.11,1.000,bicubic,-48.885,-41.600,-127
flexivit_base.300ep_in1k,240,34.876,65.124,53.202,46.798,86.59,0.950,bicubic,-49.526,-43.720,-218
resnet101d.ra2_in1k,320,34.874,65.126,54.181,45.819,44.57,1.000,bicubic,-48.144,-42.277,-10
repvit_m1_5.dist_300e_in1k,224,34.872,65.128,54.385,45.615,14.64,0.950,bicubic,-47.510,-41.641,+89
coatnet_1_rw_224.sw_in1k,224,34.864,65.136,53.426,46.574,41.72,0.950,bicubic,-48.748,-42.956,-100
coatnet_rmlp_1_rw_224.sw_in1k,224,34.809,65.191,53.965,46.035,41.69,0.950,bicubic,-48.545,-42.460,-56
swin_s3_base_224.ms_in1k,224,34.805,65.195,53.731,46.269,71.13,0.900,bicubic,-49.115,-42.919,-165
regnetz_c16_evos.ch_in1k,256,34.803,65.197,56.000,44.000,13.49,0.950,bicubic,-47.139,-39.970,+158
seresnext101_32x8d.ah_in1k,288,34.797,65.203,53.522,46.478,93.57,1.000,bicubic,-49.397,-43.340,-197
maxvit_tiny_rw_224.sw_in1k,224,34.785,65.215,53.357,46.643,29.06,0.950,bicubic,-48.737,-43.131,-92
mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,34.758,65.242,55.373,44.627,11.07,0.950,bicubic,-48.202,-41.101,-8
vit_base_patch16_rpn_224.sw_in1k,224,34.727,65.273,54.650,45.350,86.54,0.900,bicubic,-47.489,-41.348,+110
vit_relpos_base_patch16_clsgap_224.sw_in1k,224,34.717,65.283,54.230,45.770,86.43,0.900,bicubic,-48.045,-41.948,+14
resmlp_big_24_224.fb_distilled_in1k,224,34.715,65.285,54.534,45.466,129.14,0.875,bicubic,-48.879,-42.120,-106
sequencer2d_m.in1k,224,34.711,65.289,54.010,45.990,38.31,0.875,bicubic,-48.127,-42.266,+1
vit_large_patch32_384.orig_in21k_ft_in1k,384,34.709,65.291,55.719,44.281,306.63,1.000,bicubic,-46.797,-39.769,+196
hgnetv2_b1.ssld_stage1_in22k_in1k,224,34.705,65.295,55.739,44.261,6.34,0.965,bicubic,-43.373,-38.447,+610
deit3_small_patch16_224.fb_in1k,224,34.679,65.321,53.129,46.871,22.06,0.900,bicubic,-46.695,-42.423,+223
resnet101.a1h_in1k,224,34.673,65.326,54.300,45.700,44.55,0.950,bicubic,-47.277,-41.460,+144
focalnet_small_srf.ms_in1k,224,34.672,65.329,54.416,45.584,49.89,0.900,bicubic,-48.759,-42.017,-88
davit_tiny.msft_in1k,224,34.672,65.329,54.330,45.670,28.36,0.950,bicubic,-48.026,-41.954,+17
convnext_nano.in12k_ft_in1k,224,34.668,65.332,56.102,43.898,15.59,0.950,bicubic,-47.638,-40.235,+85
ecaresnet101d.miil_in1k,288,34.660,65.340,54.505,45.495,44.57,0.950,bicubic,-48.338,-42.019,-27
vit_relpos_base_patch16_224.sw_in1k,224,34.624,65.376,54.271,45.729,86.43,0.900,bicubic,-47.852,-41.873,+56
resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,34.620,65.380,55.951,44.049,194.03,0.875,bilinear,-47.260,-40.149,+147
repvgg_b2g4.rvgg_in1k,224,34.609,65.391,54.798,45.202,61.76,0.875,bilinear,-44.787,-39.882,+471
resnetv2_101.a1h_in1k,224,34.593,65.407,53.173,46.827,44.54,0.950,bicubic,-47.449,-42.693,+120
mobilenetv4_conv_aa_large.e600_r384_in1k,480,34.589,65.411,54.033,45.967,32.59,1.000,bicubic,-49.243,-42.699,-167
gcvit_tiny.in1k,224,34.542,65.458,53.220,46.780,28.22,0.875,bicubic,-48.858,-43.172,-87
resnext101_64x4d.c1_in1k,224,34.538,65.462,53.338,46.662,83.46,0.950,bicubic,-47.908,-42.582,+55
mobilenetv4_conv_large.e500_r256_in1k,256,34.530,65.470,54.334,45.666,32.59,0.950,bicubic,-47.334,-41.362,+142
resnetrs200.tf_in1k,320,34.530,65.470,54.277,45.723,93.21,1.000,bicubic,-49.916,-42.795,-257
regnetv_064.ra3_in1k,224,34.502,65.498,55.287,44.713,30.58,0.950,bicubic,-48.615,-41.275,-53
poolformerv2_m48.sail_in1k,224,34.502,65.498,53.980,46.020,73.35,1.000,bicubic,-48.109,-42.088,+20
hiera_tiny_224.mae_in1k_ft_in1k,224,34.473,65.527,53.255,46.745,27.91,0.900,bicubic,-48.351,-42.947,-14
tf_efficientnetv2_s.in1k,300,34.461,65.539,54.257,45.743,21.46,1.000,bicubic,-48.711,-42.079,-68
convnextv2_nano.fcmae_ft_in22k_in1k,288,34.424,65.576,55.020,44.980,15.62,1.000,bicubic,-48.242,-41.526,+3
efficientvit_b2.r256_in1k,256,34.418,65.582,53.591,46.409,24.33,1.000,bicubic,-48.294,-42.501,-3
resnetrs152.tf_in1k,320,34.406,65.594,53.522,46.478,86.62,1.000,bicubic,-49.304,-43.088,-153
resnest50d_4s2x40d.in1k,224,34.357,65.643,54.723,45.277,30.42,0.875,bicubic,-46.789,-41.257,+232
pvt_v2_b2_li.in1k,224,34.328,65.672,54.092,45.908,22.55,0.900,bicubic,-47.874,-42.018,+86
tf_efficientnetv2_b3.in21k_ft_in1k,240,34.243,65.757,55.788,44.212,14.36,0.900,bicubic,-46.833,-40.132,+240
efficientvit_b2.r288_in1k,288,34.239,65.761,53.534,46.466,24.33,1.000,bicubic,-48.845,-42.768,-56
crossvit_18_dagger_408.in1k,408,34.237,65.763,53.092,46.908,44.61,1.000,bicubic,-49.965,-43.740,-233
xcit_medium_24_p16_224.fb_in1k,224,34.235,65.765,53.155,46.845,84.40,1.000,bicubic,-48.397,-42.825,+4
resnetrs101.tf_in1k,192,34.216,65.784,54.538,45.462,63.62,0.940,bicubic,-46.494,-40.700,+289
tf_efficientnet_b1.ns_jft_in1k,240,34.184,65.816,55.513,44.487,7.79,0.882,bicubic,-47.204,-40.027,+191
pit_s_distilled_224.in1k,224,34.174,65.826,53.369,46.631,24.04,0.900,bicubic,-47.668,-42.331,+131
efficientnetv2_rw_t.ra2_in1k,288,34.157,65.843,53.161,46.839,13.65,1.000,bicubic,-48.197,-43.017,+50
mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,34.139,65.861,54.560,45.440,11.07,0.950,bicubic,-48.223,-41.696,+46
tf_efficientnet_b4.aa_in1k,380,34.104,65.896,54.224,45.776,19.34,0.922,bicubic,-48.936,-42.066,-60
fastvit_sa24.apple_in1k,256,34.096,65.904,53.756,46.244,21.55,0.900,bicubic,-48.610,-42.522,-16
twins_pcpvt_large.in1k,224,34.076,65.924,54.110,45.890,60.99,0.900,bicubic,-49.092,-42.500,-84
resnetv2_101.a1h_in1k,288,34.076,65.924,52.316,47.684,44.54,1.000,bicubic,-48.926,-44.128,-58
mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,34.070,65.930,54.418,45.582,11.07,1.000,bicubic,-49.352,-42.314,-119
tf_efficientnet_b6.aa_in1k,528,34.068,65.932,54.558,45.442,43.04,0.942,bicubic,-50.050,-42.328,-237
efficientformerv2_s2.snap_dist_in1k,224,34.066,65.934,53.530,46.470,12.71,0.950,bicubic,-48.084,-42.382,+78
resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,34.054,65.945,55.596,44.404,88.79,0.875,bilinear,-47.566,-40.441,+140
mobilenetv4_conv_large.e500_r256_in1k,320,34.054,65.945,53.721,46.279,32.59,1.000,bicubic,-48.620,-42.595,-19
xcit_small_24_p16_224.fb_in1k,224,34.039,65.961,53.271,46.729,47.67,1.000,bicubic,-48.541,-42.983,+6
hgnetv2_b1.ssld_stage2_ft_in1k,224,34.029,65.971,54.872,45.128,6.34,0.965,bicubic,-44.867,-39.612,+490
nfnet_l0.ra2_in1k,288,34.002,65.999,54.356,45.644,35.07,1.000,bicubic,-48.755,-42.138,-34
efficientnet_b3_pruned.in1k,300,34.002,65.999,54.114,45.886,9.86,0.904,bicubic,-46.870,-41.158,+249
regnety_160.deit_in1k,288,33.996,66.004,53.558,46.442,83.59,1.000,bicubic,-49.704,-43.032,-175
gc_efficientnetv2_rw_t.agc_in1k,288,33.994,66.006,53.281,46.719,13.68,1.000,bicubic,-48.486,-43.019,+14
nextvit_small.bd_in1k_384,384,33.992,66.008,53.874,46.126,31.76,1.000,bicubic,-50.050,-43.116,-234
resnext101_64x4d.tv_in1k,224,33.992,66.008,52.512,47.488,83.46,0.875,bilinear,-48.986,-43.740,-67
resnext101_64x4d.c1_in1k,288,33.854,66.146,52.172,47.828,83.46,1.000,bicubic,-49.304,-44.198,-94
swinv2_cr_small_ns_224.sw_in1k,224,33.842,66.158,52.634,47.366,49.70,0.900,bicubic,-49.648,-43.852,-146
poolformerv2_s36.sail_in1k,224,33.836,66.164,53.672,46.328,30.79,1.000,bicubic,-47.740,-42.008,+133
xcit_small_12_p16_224.fb_in1k,224,33.827,66.173,53.155,46.845,26.25,1.000,bicubic,-48.155,-42.659,+85
convnext_tiny.fb_in1k,224,33.825,66.175,53.654,46.346,28.59,0.875,bicubic,-48.241,-42.200,+71
nextvit_small.bd_in1k,224,33.811,66.189,53.181,46.819,31.76,0.950,bicubic,-48.809,-43.041,-22
convnextv2_nano.fcmae_ft_in1k,224,33.805,66.195,53.967,46.033,15.62,0.875,bicubic,-48.051,-41.989,+102
repvit_m3.dist_in1k,224,33.789,66.211,53.116,46.884,10.68,0.950,bicubic,-47.705,-42.446,+141
resnet101.a1h_in1k,288,33.768,66.232,53.141,46.859,44.55,1.000,bicubic,-49.034,-43.179,-51
resnetv2_50x3_bit.goog_in21k_ft_in1k,448,33.740,66.260,55.935,44.065,217.32,1.000,bilinear,-50.252,-41.197,-241
hgnetv2_b1.ssld_stage1_in22k_in1k,288,33.728,66.272,54.348,45.652,6.34,1.000,bicubic,-45.320,-40.534,+464
swin_s3_small_224.ms_in1k,224,33.689,66.311,52.408,47.592,49.74,0.900,bicubic,-50.089,-44.052,-204
swinv2_small_window8_256.ms_in1k,256,33.665,66.335,52.778,47.222,49.73,0.900,bicubic,-50.179,-43.872,-222
cs3se_edgenet_x.c2ns_in1k,256,33.652,66.348,52.984,47.016,50.72,0.950,bicubic,-49.108,-43.322,-53
resnet152.tv2_in1k,224,33.632,66.368,51.650,48.350,60.19,0.965,bilinear,-48.662,-44.350,+29
resnet51q.ra2_in1k,288,33.595,66.405,53.027,46.973,35.70,1.000,bilinear,-48.761,-43.151,+15
inception_next_tiny.sail_in1k,224,33.593,66.407,53.045,46.955,28.06,0.875,bicubic,-48.915,-42.955,-9
xcit_tiny_24_p16_384.fb_dist_in1k,384,33.546,66.454,52.789,47.211,12.12,1.000,bicubic,-49.034,-43.211,-21
mobilenetv4_hybrid_medium.e500_r224_in1k,224,33.504,66.496,53.125,46.875,11.07,0.950,bicubic,-46.934,-42.251,+289
vit_relpos_medium_patch16_224.sw_in1k,224,33.504,66.496,52.589,47.411,38.75,0.900,bicubic,-48.962,-43.495,-6
mobilenetv4_hybrid_medium.e500_r224_in1k,256,33.500,66.500,52.876,47.124,11.07,1.000,bicubic,-47.784,-42.864,+163
regnety_080.ra3_in1k,288,33.475,66.525,52.901,47.099,39.18,1.000,bicubic,-50.465,-43.979,-249
cs3edgenet_x.c2_in1k,288,33.455,66.545,52.931,47.069,47.82,1.000,bicubic,-49.291,-43.459,-60
tf_efficientnetv2_b3.in21k_ft_in1k,300,33.449,66.551,54.986,45.014,14.36,0.900,bicubic,-49.185,-41.644,-43
convmixer_1536_20.in1k,224,33.445,66.555,53.055,46.945,51.63,0.960,bicubic,-47.925,-42.575,+151
regnety_064.ra3_in1k,224,33.438,66.562,52.927,47.073,30.58,0.950,bicubic,-49.569,-43.369,-99
regnety_032.ra_in1k,288,33.434,66.566,52.770,47.230,19.44,1.000,bicubic,-49.290,-43.654,-63
sequencer2d_s.in1k,224,33.434,66.566,52.392,47.608,27.65,0.875,bicubic,-48.902,-43.639,+6
crossvit_18_240.in1k,240,33.396,66.604,52.259,47.741,43.27,0.875,bicubic,-48.990,-43.807,-4
regnetz_c16.ra3_in1k,320,33.394,66.606,54.230,45.770,13.46,1.000,bicubic,-49.266,-42.102,-56
gernet_l.idstcv_in1k,256,33.390,66.610,51.793,48.207,31.08,0.875,bilinear,-47.984,-43.661,+142
vit_srelpos_medium_patch16_224.sw_in1k,224,33.380,66.620,52.493,47.507,38.74,0.900,bicubic,-48.870,-43.435,+18
regnetv_040.ra3_in1k,224,33.369,66.631,52.947,47.053,20.64,0.950,bicubic,-49.079,-43.257,-16
crossvit_15_dagger_408.in1k,408,33.351,66.649,52.164,47.836,28.50,1.000,bicubic,-50.489,-44.616,-242
tiny_vit_5m_224.dist_in22k_ft_in1k,224,33.345,66.655,55.049,44.951,5.39,0.950,bicubic,-47.517,-40.623,+210
crossvit_18_dagger_240.in1k,240,33.278,66.722,52.218,47.782,44.27,0.875,bicubic,-49.226,-43.850,-27
wide_resnet101_2.tv2_in1k,224,33.278,66.722,51.443,48.557,126.89,0.965,bilinear,-49.238,-44.569,-31
tresnet_xl.miil_in1k,224,33.276,66.724,52.310,47.690,78.44,0.875,bilinear,-48.788,-43.620,+39
swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,33.272,66.728,55.246,44.754,28.29,0.900,bicubic,-47.694,-40.774,+187
resnext101_32x8d.tv2_in1k,176,33.249,66.751,51.318,48.682,88.79,0.875,bilinear,-48.741,-44.398,+48
fbnetv3_g.ra2_in1k,240,33.245,66.755,53.727,46.273,16.62,0.950,bilinear,-48.007,-41.955,+150
nest_base_jx.goog_in1k,224,33.223,66.777,51.827,48.173,67.72,0.875,bicubic,-50.323,-44.539,-195
convnext_tiny.fb_in1k,288,33.180,66.820,52.668,47.332,28.59,1.000,bicubic,-49.514,-43.476,-72
resnest50d_1s4x24d.in1k,224,33.172,66.828,52.854,47.146,25.68,0.875,bicubic,-47.846,-42.482,+179
convnext_nano.in12k_ft_in1k,288,33.131,66.869,53.986,46.014,15.59,1.000,bicubic,-49.751,-42.576,-97
resnet61q.ra2_in1k,288,33.121,66.879,51.718,48.282,36.85,1.000,bicubic,-49.403,-44.796,-42
vit_relpos_medium_patch16_rpn_224.sw_in1k,224,33.103,66.897,52.392,47.608,38.73,0.900,bicubic,-49.205,-43.590,-8
maxxvit_rmlp_nano_rw_256.sw_in1k,256,33.080,66.920,51.895,48.105,16.78,0.950,bicubic,-49.946,-44.449,-123
rexnet_300.nav_in1k,224,33.078,66.922,52.371,47.629,34.71,0.875,bicubic,-49.702,-43.863,-90
twins_pcpvt_base.in1k,224,33.066,66.934,52.618,47.382,43.83,0.900,bicubic,-49.656,-43.730,-84
tf_efficientnetv2_s.in1k,384,33.054,66.946,51.901,48.099,21.46,1.000,bicubic,-50.842,-44.797,-269
pvt_v2_b2.in1k,224,33.046,66.954,52.015,47.985,25.36,0.900,bicubic,-49.048,-43.941,+22
hgnetv2_b1.ssld_stage2_ft_in1k,288,33.035,66.965,53.530,46.470,6.34,1.000,bicubic,-46.869,-41.136,+320
nest_small_jx.goog_in1k,224,33.029,66.971,51.052,48.948,38.35,0.875,bicubic,-50.093,-45.282,-142
crossvit_base_240.in1k,240,33.023,66.977,51.371,48.629,105.03,0.875,bicubic,-49.205,-44.443,-2
poolformerv2_m36.sail_in1k,224,33.019,66.981,51.854,48.146,56.08,1.000,bicubic,-49.195,-44.084,+2
xcit_tiny_24_p16_224.fb_dist_in1k,224,33.011,66.989,52.084,47.916,12.12,1.000,bicubic,-47.455,-43.118,+243
resnet51q.ra2_in1k,256,32.991,67.009,52.373,47.627,35.70,0.875,bilinear,-48.787,-43.577,+62
rexnet_200.nav_in1k,224,32.978,67.022,52.943,47.057,16.37,0.875,bicubic,-48.662,-42.725,+72
resnest50d.in1k,224,32.962,67.038,52.717,47.283,27.48,0.875,bilinear,-47.996,-42.655,+168
convit_small.fb_in1k,224,32.956,67.044,52.153,47.847,27.78,0.875,bicubic,-48.458,-43.583,+108
tf_efficientnet_b3.aa_in1k,300,32.934,67.066,52.935,47.065,12.23,0.904,bicubic,-48.714,-42.789,+67
crossvit_15_dagger_240.in1k,240,32.917,67.083,51.793,48.207,28.21,0.875,bicubic,-49.389,-44.175,-22
swin_base_patch4_window12_384.ms_in1k,384,32.911,67.089,51.770,48.230,87.90,1.000,bicubic,-51.565,-45.116,-365
convnext_tiny_hnf.a2h_in1k,288,32.905,67.095,51.198,48.802,28.59,1.000,bicubic,-49.703,-45.194,-75
pnasnet5large.tf_in1k,331,32.899,67.101,50.539,49.461,86.06,0.911,bicubic,-49.929,-45.499,-114
vit_small_patch16_224.augreg_in21k_ft_in1k,224,32.895,67.105,53.949,46.051,22.05,0.900,bicubic,-48.519,-42.201,+101
twins_svt_base.in1k,224,32.856,67.144,51.485,48.515,56.07,0.900,bicubic,-50.268,-44.943,-157
regnetv_064.ra3_in1k,288,32.828,67.172,52.890,47.110,30.58,1.000,bicubic,-50.920,-43.856,-256
cs3edgenet_x.c2_in1k,256,32.828,67.172,52.184,47.816,47.82,0.887,bicubic,-49.386,-43.712,-12
convnextv2_nano.fcmae_ft_in1k,288,32.809,67.191,52.679,47.321,15.62,1.000,bicubic,-49.687,-43.549,-60
mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,32.809,67.191,52.530,47.470,11.07,0.950,bicubic,-48.665,-43.162,+83
nasnetalarge.tf_in1k,331,32.803,67.197,50.162,49.838,88.75,0.911,bicubic,-49.833,-45.898,-93
hgnet_small.paddle_in1k,224,32.791,67.209,52.465,47.535,24.36,0.965,bicubic,-48.635,-43.381,+92
resnet61q.ra2_in1k,256,32.785,67.215,51.154,48.846,36.85,0.900,bicubic,-49.181,-44.698,+18
resnet152d.gluon_in1k,224,32.764,67.237,51.076,48.924,60.21,0.875,bicubic,-47.712,-44.120,+221
inception_resnet_v2.tf_in1k,299,32.750,67.250,50.671,49.329,55.84,0.897,bicubic,-47.696,-44.249,+228
gernet_m.idstcv_in1k,224,32.746,67.254,51.905,48.095,21.14,0.875,bilinear,-47.980,-43.279,+187
repvit_m1_1.dist_450e_in1k,224,32.740,67.260,52.675,47.325,8.80,0.950,bicubic,-48.562,-42.897,+103
eca_nfnet_l0.ra2_in1k,224,32.712,67.288,53.226,46.774,24.14,0.900,bicubic,-49.052,-42.044,+42
pit_b_224.in1k,224,32.703,67.297,49.848,50.152,73.76,0.900,bicubic,-49.757,-45.860,-65
tf_efficientnet_b2.ap_in1k,260,32.663,67.337,52.249,47.751,9.11,0.890,bicubic,-47.633,-42.783,+245
swin_base_patch4_window7_224.ms_in1k,224,32.653,67.347,51.569,48.431,87.77,0.900,bicubic,-50.957,-44.881,-244
mobilenetv4_conv_blur_medium.e500_r224_in1k,224,32.630,67.370,52.410,47.590,9.72,0.950,bicubic,-46.816,-42.510,+344
fbnetv3_g.ra2_in1k,288,32.618,67.382,52.892,47.108,16.62,0.950,bilinear,-49.422,-43.172,-4
regnety_320.tv2_in1k,224,32.612,67.388,50.288,49.712,145.05,0.965,bicubic,-50.562,-46.128,-186
mobilenetv4_conv_blur_medium.e500_r224_in1k,256,32.604,67.396,52.363,47.637,9.72,1.000,bicubic,-47.548,-42.407,+261
mobilenetv4_conv_medium.e500_r256_in1k,256,32.590,67.409,52.642,47.358,9.72,0.950,bicubic,-47.331,-42.544,+277
resnext101_32x8d.tv2_in1k,224,32.571,67.429,50.154,49.846,88.79,0.965,bilinear,-50.261,-46.078,-139
regnetz_c16_evos.ch_in1k,320,32.565,67.435,52.939,47.061,13.49,0.950,bicubic,-50.079,-43.541,-111
cait_xxs36_384.fb_dist_in1k,384,32.549,67.451,52.253,47.747,17.37,1.000,bicubic,-49.659,-43.897,-32
tresnet_l.miil_in1k,224,32.549,67.451,51.127,48.873,55.99,0.875,bilinear,-48.949,-44.525,+56
wide_resnet50_2.racm_in1k,224,32.488,67.512,51.469,48.531,68.88,0.875,bicubic,-49.000,-44.075,+58
resnet152.a1_in1k,224,32.478,67.522,49.828,50.172,60.19,0.950,bicubic,-49.520,-46.060,-7
gmlp_s16_224.ra3_in1k,224,32.416,67.584,51.823,48.177,19.42,0.875,bicubic,-47.228,-42.805,+313
resnetaa50d.sw_in12k_ft_in1k,224,32.404,67.596,52.516,47.484,25.58,0.950,bicubic,-49.378,-43.520,+23
inception_resnet_v2.tf_ens_adv_in1k,299,32.396,67.604,50.439,49.561,55.84,0.897,bicubic,-47.596,-44.517,+266
deit_base_patch16_224.fb_in1k,224,32.390,67.610,50.986,49.014,86.57,0.900,bicubic,-49.590,-44.802,-7
maxvit_nano_rw_256.sw_in1k,256,32.384,67.616,50.608,49.392,15.45,0.950,bicubic,-50.558,-45.616,-161
mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,32.365,67.635,51.803,48.197,11.07,1.000,bicubic,-50.625,-44.867,-169
swin_small_patch4_window7_224.ms_in1k,224,32.349,67.651,50.913,49.087,49.61,0.900,bicubic,-50.879,-45.413,-204
resnet152s.gluon_in1k,224,32.347,67.653,50.532,49.468,60.32,0.875,bicubic,-48.701,-44.910,+118
regnety_040.ra3_in1k,224,32.345,67.655,51.504,48.496,20.65,0.950,bicubic,-49.971,-44.572,-66
repvit_m1_1.dist_300e_in1k,224,32.290,67.710,51.962,48.038,8.80,0.950,bicubic,-48.536,-43.212,+146
deit_small_distilled_patch16_224.fb_in1k,224,32.284,67.716,52.111,47.889,22.44,0.900,bicubic,-48.932,-43.268,+90
poolformerv2_s24.sail_in1k,224,32.276,67.724,51.490,48.510,21.34,1.000,bicubic,-48.476,-43.828,+154
edgenext_small.usi_in1k,256,32.272,67.728,51.887,48.113,5.59,0.950,bicubic,-48.792,-43.443,+110
xcit_tiny_24_p8_224.fb_in1k,224,32.239,67.761,51.878,48.122,12.11,1.000,bicubic,-49.651,-44.102,-4
seresnext101_64x4d.gluon_in1k,224,32.203,67.797,50.325,49.675,88.23,0.875,bicubic,-48.683,-44.943,+129
regnetx_320.tv2_in1k,224,32.196,67.804,49.364,50.636,107.81,0.965,bicubic,-50.628,-46.828,-157
gcvit_xtiny.in1k,224,32.133,67.867,51.115,48.885,19.98,0.875,bicubic,-49.835,-44.851,-19
coat_lite_small.in1k,224,32.127,67.873,49.983,50.017,19.84,0.900,bicubic,-50.175,-45.851,-70
seresnext101_32x4d.gluon_in1k,224,32.123,67.877,51.221,48.779,48.96,0.875,bicubic,-48.763,-44.087,+126
tiny_vit_11m_224.in1k,224,32.093,67.907,51.306,48.694,11.00,0.950,bicubic,-49.445,-44.564,+27
coatnext_nano_rw_224.sw_in1k,224,32.093,67.907,51.033,48.967,14.70,0.900,bicubic,-49.905,-44.261,-28
tf_efficientnet_b7.aa_in1k,600,32.086,67.915,52.155,47.845,66.35,0.949,bicubic,-52.351,-44.765,-406
flexivit_small.1200ep_in1k,240,32.080,67.920,50.313,49.687,22.06,0.950,bicubic,-50.512,-45.837,-121
efficientvit_b2.r224_in1k,224,32.074,67.926,50.936,49.064,24.33,0.950,bicubic,-50.088,-44.774,-52
maxxvitv2_nano_rw_256.sw_in1k,256,32.066,67.934,50.329,49.671,23.70,0.950,bicubic,-51.038,-46.005,-202
focalnet_tiny_lrf.ms_in1k,224,32.064,67.936,51.435,48.565,28.65,0.900,bicubic,-50.110,-44.512,-57
seresnext50_32x4d.racm_in1k,224,32.017,67.983,51.257,48.743,27.56,0.875,bicubic,-49.251,-44.317,+66
resnetv2_50d_gn.ah_in1k,224,32.009,67.991,51.235,48.765,25.57,0.950,bicubic,-48.785,-44.121,+134
deit_base_patch16_384.fb_in1k,384,31.985,68.015,50.539,49.461,86.86,1.000,bicubic,-51.131,-45.827,-208
maxvit_rmlp_nano_rw_256.sw_in1k,256,31.966,68.034,50.620,49.380,15.50,0.950,bicubic,-51.014,-45.652,-192
mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,31.954,68.046,51.463,48.537,11.07,1.000,bicubic,-50.542,-44.817,-115
xcit_tiny_12_p8_224.fb_dist_in1k,224,31.946,68.054,51.386,48.614,6.71,1.000,bicubic,-49.266,-44.230,+70
wide_resnet101_2.tv2_in1k,176,31.907,68.093,49.527,50.473,126.89,0.875,bilinear,-48.581,-45.453,+168
hgnetv2_b0.ssld_stage1_in22k_in1k,224,31.899,68.101,52.318,47.682,6.00,0.965,bicubic,-44.945,-41.294,+523
coatnet_bn_0_rw_224.sw_in1k,224,31.883,68.117,50.999,49.001,27.44,0.950,bicubic,-50.511,-45.195,-108
levit_conv_384.fb_dist_in1k,224,31.873,68.127,50.624,49.376,39.13,0.900,bicubic,-50.727,-45.396,-138
levit_384.fb_dist_in1k,224,31.869,68.131,50.626,49.374,39.13,0.900,bicubic,-50.729,-45.390,-138
ecaresnet50t.ra2_in1k,256,31.867,68.133,51.777,48.223,25.57,0.875,bicubic,-49.579,-43.901,+28
resnetrs101.tf_in1k,288,31.865,68.135,51.011,48.989,63.62,0.940,bicubic,-50.429,-44.927,-88
mobilenetv4_conv_medium.e500_r256_in1k,320,31.863,68.136,51.819,48.181,9.72,1.000,bicubic,-49.016,-43.943,+107
cs3se_edgenet_x.c2ns_in1k,320,31.861,68.138,50.822,49.178,50.72,1.000,bicubic,-51.682,-45.842,-286
vit_wee_patch16_reg1_gap_256.sbb_in1k,256,31.854,68.146,51.545,48.455,13.42,0.950,bicubic,-48.414,-43.815,+197
mobilenetv4_conv_medium.e500_r224_in1k,224,31.838,68.162,51.540,48.460,9.72,0.950,bicubic,-47.254,-43.248,+331
mobilenetv4_conv_medium.e500_r224_in1k,256,31.828,68.172,51.583,48.417,9.72,1.000,bicubic,-48.010,-43.611,+247
vit_relpos_small_patch16_224.sw_in1k,224,31.775,68.225,50.608,49.392,21.98,0.900,bicubic,-49.701,-45.216,+14
flexivit_small.600ep_in1k,240,31.755,68.245,49.614,50.386,22.06,0.950,bicubic,-50.637,-46.426,-116
tf_efficientnetv2_b3.in1k,240,31.724,68.276,51.109,48.891,14.36,0.904,bicubic,-48.988,-44.067,+126
convnextv2_pico.fcmae_ft_in1k,224,31.722,68.278,51.156,48.844,9.07,0.875,bicubic,-48.582,-43.926,+183
poolformer_m48.sail_in1k,224,31.669,68.331,49.842,50.158,73.47,0.950,bicubic,-50.793,-46.126,-128
tnt_s_patch16_224,224,31.663,68.337,51.170,48.830,23.76,0.900,bicubic,-49.865,-44.564,-1
convnext_tiny.fb_in22k_ft_in1k,288,31.643,68.357,51.768,48.232,28.59,1.000,bicubic,-47.307,-42.940,+335
resnetv2_50x1_bit.goog_distilled_in1k,224,31.640,68.361,51.312,48.688,25.55,0.875,bicubic,-51.180,-45.214,-191
efficientnet_b1.ra4_e3600_r240_in1k,240,31.630,68.370,50.486,49.514,7.79,0.900,bicubic,-48.774,-44.662,+165
eca_nfnet_l0.ra2_in1k,288,31.616,68.384,51.612,48.388,24.14,1.000,bicubic,-50.980,-44.878,-155
focalnet_tiny_srf.ms_in1k,224,31.616,68.384,50.868,49.132,28.43,0.900,bicubic,-50.528,-45.102,-79
efficientnet_b1.ra4_e3600_r240_in1k,288,31.614,68.386,50.622,49.378,7.79,1.000,bicubic,-49.820,-45.074,+13
resnet50.ram_in1k,224,31.594,68.406,50.205,49.795,25.56,0.875,bicubic,-47.438,-44.181,+325
mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,31.573,68.427,50.893,49.107,8.46,0.900,bicubic,-48.557,-44.105,+199
xception41p.ra3_in1k,299,31.563,68.437,50.368,49.632,26.91,0.940,bicubic,-50.417,-45.374,-63
mobilenet_edgetpu_v2_m,224,31.557,68.443,50.907,49.093,8.46,0.900,bicubic,-48.561,-44.087,+198
coatnet_rmlp_nano_rw_224.sw_in1k,224,31.553,68.447,50.223,49.777,15.15,0.900,bicubic,-50.509,-45.647,-77
mobilevitv2_200.cvnets_in22k_ft_in1k,256,31.539,68.461,51.834,48.166,18.45,0.888,bicubic,-50.783,-44.106,-121
wide_resnet50_2.racm_in1k,288,31.521,68.478,50.378,49.622,68.88,0.950,bicubic,-50.745,-45.684,-109
nf_resnet50.ra2_in1k,256,31.490,68.510,50.769,49.231,25.56,0.940,bicubic,-48.734,-44.335,+185
hgnetv2_b0.ssld_stage2_ft_in1k,224,31.484,68.516,51.717,48.283,6.00,0.965,bicubic,-45.858,-42.069,+458
resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,31.466,68.534,52.151,47.849,44.18,0.875,bilinear,-49.470,-43.581,+71
regnety_064.ra3_in1k,288,31.466,68.534,50.488,49.512,30.58,1.000,bicubic,-52.246,-46.240,-343
poolformer_m36.sail_in1k,224,31.463,68.537,50.025,49.975,56.17,0.950,bicubic,-50.641,-45.673,-90
flexivit_small.300ep_in1k,240,31.453,68.547,49.221,50.779,22.06,0.950,bicubic,-50.717,-46.805,-99
repvit_m1_0.dist_450e_in1k,224,31.443,68.557,50.677,49.323,7.30,0.950,bicubic,-49.003,-44.629,+142
resnet152.a1_in1k,288,31.433,68.567,48.663,51.337,60.19,1.000,bicubic,-51.311,-47.057,-201
rexnet_150.nav_in1k,224,31.423,68.577,51.276,48.724,9.73,0.875,bicubic,-48.887,-43.892,+157
resnet50.b1k_in1k,224,31.410,68.591,50.648,49.352,25.56,0.950,bicubic,-48.154,-43.974,+246
inception_v4.tf_in1k,299,31.388,68.612,49.248,50.752,42.68,0.875,bicubic,-48.756,-45.734,+182
resnet101.tv2_in1k,224,31.366,68.634,49.578,50.422,44.55,0.965,bilinear,-50.540,-46.190,-66
efficientformer_l1.snap_dist_in1k,224,31.358,68.642,50.514,49.486,12.29,0.950,bicubic,-49.144,-44.478,+123
repvit_m2.dist_in1k,224,31.335,68.665,50.675,49.325,8.80,0.950,bicubic,-49.133,-44.497,+128
pit_s_224.in1k,224,31.325,68.675,49.677,50.323,23.46,0.900,bicubic,-49.801,-45.651,+37
regnety_032.tv2_in1k,224,31.313,68.687,50.133,49.867,19.44,0.965,bicubic,-50.485,-45.713,-57
swinv2_tiny_window16_256.ms_in1k,256,31.299,68.701,49.683,50.317,28.35,0.900,bicubic,-51.529,-46.539,-223
crossvit_15_240.in1k,240,31.297,68.703,50.200,49.800,27.53,0.875,bicubic,-50.221,-45.496,-31
coatnet_0_rw_224.sw_in1k,224,31.284,68.716,48.651,51.349,27.44,0.950,bicubic,-51.110,-47.193,-154
vit_srelpos_small_patch16_224.sw_in1k,224,31.282,68.718,50.264,49.736,21.97,0.900,bicubic,-49.826,-45.316,+33
crossvit_small_240.in1k,240,31.282,68.718,50.197,49.803,26.86,0.875,bicubic,-49.758,-45.271,+44
cait_xxs36_224.fb_dist_in1k,224,31.280,68.720,50.636,49.364,17.30,1.000,bicubic,-48.458,-44.226,+217
repvit_m1_0.dist_300e_in1k,224,31.270,68.730,50.820,49.180,7.30,0.950,bicubic,-48.882,-44.478,+169
swinv2_cr_small_224.sw_in1k,224,31.254,68.746,48.761,51.239,49.70,0.900,bicubic,-51.872,-47.349,-271
cspresnet50.ra_in1k,256,31.248,68.752,51.243,48.757,21.62,0.887,bilinear,-48.340,-43.447,+230
convmixer_768_32.in1k,224,31.235,68.765,50.936,49.064,21.11,0.960,bicubic,-48.923,-44.134,+164
regnetv_040.ra3_in1k,288,31.227,68.773,50.105,49.895,20.64,1.000,bicubic,-51.973,-46.553,-286
cspresnext50.ra_in1k,256,31.225,68.775,50.911,49.089,20.57,0.887,bilinear,-49.327,-44.419,+100
mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,31.221,68.779,50.345,49.655,8.46,0.950,bicubic,-49.463,-45.097,+86
hgnetv2_b0.ssld_stage1_in22k_in1k,288,31.219,68.781,51.490,48.510,6.00,1.000,bicubic,-46.815,-42.758,+376
vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,31.219,68.781,51.099,48.901,15.25,0.950,bicubic,-48.859,-43.887,+169
mobilenet_edgetpu_v2_m,256,31.219,68.781,50.364,49.636,8.46,0.950,bicubic,-49.463,-45.080,+83
swin_s3_tiny_224.ms_in1k,224,31.219,68.781,49.714,50.286,28.33,0.900,bicubic,-50.909,-46.244,-119
coat_mini.in1k,224,31.209,68.791,49.777,50.223,10.34,0.900,bicubic,-50.095,-45.611,-10
resnet50d.ra4_e3600_r224_in1k,224,31.205,68.795,49.887,50.113,25.58,0.950,bicubic,-49.751,-45.493,+37
xcit_tiny_12_p8_384.fb_dist_in1k,384,31.201,68.799,50.508,49.492,6.71,1.000,bicubic,-51.191,-45.706,-170
resnet152.tv2_in1k,176,31.172,68.828,48.737,51.263,60.19,0.875,bilinear,-49.040,-45.917,+150
fastvit_sa12.apple_dist_in1k,256,31.168,68.832,49.991,50.009,11.58,0.900,bicubic,-50.674,-45.733,-82
resnet101.a1_in1k,224,31.162,68.838,48.026,51.974,44.55,0.950,bicubic,-50.332,-47.138,-46
ecaresnetlight.miil_in1k,224,31.152,68.848,50.262,49.738,30.16,0.875,bicubic,-49.304,-44.986,+106
resnet101s.gluon_in1k,224,31.150,68.850,49.826,50.174,44.67,0.875,bicubic,-49.136,-45.324,+131
convnext_nano.d1h_in1k,224,31.140,68.860,50.072,49.928,15.59,0.950,bicubic,-49.622,-45.260,+60
repvit_m0_9.dist_300e_in1k,224,31.131,68.870,50.769,49.231,5.49,0.950,bicubic,-47.523,-43.345,+311
edgenext_small.usi_in1k,320,31.125,68.875,50.146,49.854,5.59,1.000,bicubic,-50.447,-45.566,-64
resnet152.a3_in1k,160,31.109,68.891,49.258,50.742,60.19,0.950,bicubic,-47.787,-44.866,+284
coatnet_nano_rw_224.sw_in1k,224,31.103,68.897,49.575,50.425,15.14,0.900,bicubic,-50.601,-46.075,-78
resmlp_36_224.fb_distilled_in1k,224,31.099,68.901,49.693,50.307,44.69,0.875,bicubic,-50.051,-45.815,-2
tf_efficientnet_cc_b0_8e.in1k,224,31.091,68.909,50.795,49.205,24.01,0.875,bicubic,-46.833,-42.855,+371
ecaresnet50d.miil_in1k,224,31.083,68.917,50.860,49.140,25.58,0.875,bicubic,-49.535,-44.452,+74
convnext_nano_ols.d1h_in1k,224,31.068,68.932,49.828,50.172,15.65,0.950,bicubic,-49.838,-45.426,+29
ecaresnet50t.ra2_in1k,320,31.048,68.952,50.590,49.410,25.57,0.950,bicubic,-51.322,-45.530,-180
resnet50d.ra2_in1k,224,31.038,68.962,49.844,50.156,25.58,0.875,bicubic,-49.510,-45.314,+78
cs3sedarknet_x.c2ns_in1k,288,31.030,68.970,50.154,49.846,35.40,1.000,bicubic,-51.620,-46.194,-234
gcresnet50t.ra2_in1k,256,31.020,68.980,50.129,49.871,25.90,0.900,bicubic,-49.930,-45.335,+20
resnet152.a2_in1k,224,31.013,68.987,47.798,52.202,60.19,0.950,bicubic,-50.751,-48.200,-89
cspdarknet53.ra_in1k,256,31.011,68.989,50.392,49.608,27.64,0.887,bilinear,-49.095,-44.676,+139
resnext101_64x4d.gluon_in1k,224,31.011,68.989,48.533,51.467,83.46,0.875,bicubic,-49.629,-46.467,+66
regnety_160.tv2_in1k,224,31.003,68.997,49.091,50.909,83.59,0.965,bicubic,-51.643,-47.139,-238
resnet152c.gluon_in1k,224,30.995,69.005,48.950,51.050,60.21,0.875,bicubic,-48.911,-45.654,+154
tresnet_m.miil_in1k,224,30.995,69.005,48.684,51.316,31.39,0.875,bilinear,-49.821,-46.178,+35
twins_svt_small.in1k,224,30.959,69.040,49.201,50.799,24.06,0.900,bicubic,-50.732,-46.467,-92
gcresnet50t.ra2_in1k,288,30.958,69.042,50.076,49.924,25.90,1.000,bicubic,-50.500,-45.646,-60
cs3sedarknet_x.c2ns_in1k,256,30.924,69.076,50.017,49.983,35.40,0.887,bicubic,-51.002,-46.005,-118
resnext50_32x4d.a1h_in1k,224,30.916,69.084,49.242,50.758,25.03,0.950,bicubic,-50.224,-46.077,-15
ecaresnet101d_pruned.miil_in1k,224,30.912,69.088,50.009,49.991,24.88,0.875,bicubic,-49.902,-45.611,+30
regnety_080_tv.tv2_in1k,224,30.907,69.094,48.700,51.300,39.38,0.965,bicubic,-51.685,-47.544,-228
hgnetv2_b0.ssld_stage2_ft_in1k,288,30.899,69.101,51.056,48.944,6.00,1.000,bicubic,-47.699,-43.324,+288
tf_efficientnet_cc_b1_8e.in1k,240,30.897,69.103,50.080,49.920,39.72,0.882,bicubic,-48.425,-44.300,+217
tf_efficientnetv2_b3.in1k,300,30.895,69.105,49.803,50.197,14.36,0.904,bicubic,-51.065,-45.971,-131
resmlp_24_224.fb_distilled_in1k,224,30.891,69.109,50.144,49.856,30.02,0.875,bicubic,-49.875,-45.076,+31
resnetaa50.a1h_in1k,224,30.885,69.115,49.514,50.486,25.56,0.950,bicubic,-49.729,-45.698,+53
resnet50.b2k_in1k,224,30.883,69.117,49.402,50.598,25.56,0.950,bicubic,-48.497,-45.174,+203
repvit_m0_9.dist_450e_in1k,224,30.879,69.121,50.144,49.856,5.49,0.950,bicubic,-48.179,-44.244,+242
resnext101_32x4d.gluon_in1k,224,30.869,69.131,48.553,51.447,44.18,0.875,bicubic,-49.467,-46.355,+90
tf_efficientnet_lite4.in1k,380,30.838,69.162,50.398,49.602,13.01,0.920,bilinear,-50.708,-45.268,-91
resnet50.c1_in1k,224,30.832,69.168,49.465,50.535,25.56,0.950,bicubic,-48.934,-45.493,+159
cs3darknet_x.c2ns_in1k,256,30.816,69.184,49.700,50.300,35.05,0.950,bicubic,-51.040,-46.040,-126
resnetaa50d.sw_in12k_ft_in1k,288,30.812,69.188,50.581,49.419,25.58,1.000,bicubic,-51.832,-45.909,-257
efficientvit_b1.r288_in1k,288,30.785,69.215,49.969,50.031,9.10,1.000,bicubic,-49.525,-45.007,+88
dpn68b.ra_in1k,224,30.759,69.241,49.498,50.502,12.61,0.950,bicubic,-47.785,-44.480,+280
resnetv2_50d_evos.ah_in1k,224,30.757,69.243,48.812,51.188,25.59,0.950,bicubic,-50.071,-46.458,+11
wide_resnet50_2.tv2_in1k,176,30.726,69.274,48.889,51.111,68.88,0.875,bilinear,-49.710,-46.193,+70
nf_resnet50.ra2_in1k,288,30.718,69.282,49.954,50.046,25.56,0.940,bicubic,-49.938,-45.386,+36
xcit_tiny_24_p16_224.fb_in1k,224,30.716,69.284,50.390,49.610,12.12,1.000,bicubic,-48.742,-44.492,+182
poolformer_s36.sail_in1k,224,30.706,69.294,49.453,50.547,30.86,0.900,bicubic,-50.726,-45.991,-78
ese_vovnet39b.ra_in1k,224,30.690,69.310,49.883,50.117,24.57,0.875,bicubic,-48.626,-44.831,+200
hgnet_small.paddle_in1k,288,30.667,69.333,49.966,50.034,24.36,1.000,bicubic,-51.547,-46.258,-188
dpn107.mx_in1k,224,30.645,69.355,48.745,51.255,86.92,0.875,bicubic,-49.523,-46.191,+100
resnet152.gluon_in1k,224,30.639,69.361,48.525,51.475,60.19,0.875,bicubic,-49.073,-46.195,+154
tresnet_xl.miil_in1k_448,448,30.633,69.367,49.117,50.883,78.44,0.875,bilinear,-52.433,-47.063,-325
resnet50.a1h_in1k,224,30.623,69.376,49.425,50.575,25.56,1.000,bicubic,-50.029,-45.887,+29
resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,30.616,69.384,50.691,49.309,25.03,0.875,bilinear,-49.700,-44.695,+73
haloregnetz_b.ra3_in1k,224,30.596,69.404,48.981,51.019,11.68,0.940,bicubic,-50.456,-46.219,-31
pit_xs_distilled_224.in1k,224,30.559,69.441,50.176,49.824,11.00,0.900,bicubic,-48.609,-44.192,+211
regnetx_080.tv2_in1k,224,30.557,69.443,48.093,51.907,39.57,0.965,bicubic,-51.003,-47.449,-113
hgnet_tiny.paddle_in1k,224,30.553,69.447,50.109,49.891,14.74,0.965,bicubic,-49.335,-44.939,+123
regnetz_b16.ra3_in1k,224,30.547,69.453,49.300,50.700,9.72,0.940,bicubic,-49.327,-45.678,+124
resnet50.a1h_in1k,176,30.537,69.463,49.309,50.691,25.56,0.900,bicubic,-48.723,-45.189,+196
mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,30.515,69.485,50.557,49.443,18.45,1.000,bicubic,-52.895,-46.015,-383
resnet101d.gluon_in1k,224,30.515,69.485,47.977,52.023,44.57,0.875,bicubic,-49.951,-47.057,+44
resnest26d.gluon_in1k,224,30.494,69.506,50.642,49.358,17.07,0.875,bilinear,-47.982,-43.658,+270
efficientnet_b2.ra_in1k,288,30.492,69.508,49.696,50.304,9.11,1.000,bicubic,-50.118,-45.622,+23
resnet50.ram_in1k,288,30.447,69.553,49.019,50.981,25.56,0.950,bicubic,-49.527,-46.022,+104
cs3darknet_x.c2ns_in1k,288,30.435,69.565,49.180,50.820,35.05,1.000,bicubic,-51.801,-47.052,-210
tf_efficientnet_b1.ap_in1k,240,30.433,69.567,49.604,50.396,7.79,0.882,bicubic,-48.855,-44.712,+185
resnetv2_50.a1h_in1k,224,30.429,69.571,48.918,51.082,25.55,0.950,bicubic,-49.977,-46.166,+48
twins_pcpvt_small.in1k,224,30.394,69.606,49.376,50.624,24.11,0.900,bicubic,-50.728,-46.240,-54
xcit_tiny_12_p16_384.fb_dist_in1k,384,30.390,69.610,50.109,49.891,6.72,1.000,bicubic,-50.562,-45.323,-35
resnet50d.ra2_in1k,288,30.390,69.610,48.767,51.233,25.58,0.950,bicubic,-50.960,-46.975,-89
resnet50.d_in1k,224,30.378,69.622,48.162,51.838,25.56,0.950,bicubic,-49.526,-46.986,+107
ecaresnetlight.miil_in1k,288,30.368,69.632,49.166,50.834,30.16,0.950,bicubic,-51.048,-46.628,-101
ecaresnet101d_pruned.miil_in1k,288,30.364,69.636,48.812,51.188,24.88,0.950,bicubic,-51.642,-47.352,-185
tf_efficientnet_b5.in1k,456,30.340,69.659,49.779,50.221,30.39,0.934,bicubic,-52.825,-46.751,-366
visformer_small.in1k,224,30.329,69.671,48.315,51.685,40.22,0.900,bicubic,-51.767,-47.561,-198
tf_efficientnetv2_b2.in1k,208,30.313,69.687,49.044,50.956,10.10,0.890,bicubic,-48.893,-45.558,+187
resnet101.a1_in1k,288,30.311,69.689,46.554,53.446,44.55,1.000,bicubic,-52.011,-49.074,-237
regnety_040.ra3_in1k,288,30.305,69.695,48.885,51.115,20.65,1.000,bicubic,-52.753,-47.613,-351
mobilevitv2_175.cvnets_in22k_ft_in1k,256,30.274,69.726,49.295,50.705,14.25,0.888,bicubic,-51.670,-46.498,-177
efficientformerv2_s1.snap_dist_in1k,224,30.262,69.738,49.209,50.791,6.19,0.950,bicubic,-49.422,-45.481,+126
resnet50.c2_in1k,224,30.252,69.748,48.474,51.526,25.56,0.950,bicubic,-49.616,-46.392,+102
regnetx_160.tv2_in1k,224,30.252,69.748,47.047,52.953,54.28,0.965,bicubic,-52.324,-49.008,-278
vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,30.221,69.779,48.712,51.288,119.42,0.900,bicubic,-49.275,-45.402,+142
resnet50.b1k_in1k,288,30.207,69.793,49.195,50.805,25.56,1.000,bicubic,-50.499,-46.237,-11
cs3sedarknet_l.c2ns_in1k,256,30.191,69.809,49.529,50.471,21.91,0.887,bicubic,-51.029,-46.277,-87
fastvit_s12.apple_dist_in1k,256,30.187,69.813,48.948,51.052,9.47,0.900,bicubic,-50.887,-46.330,-66
seresnext50_32x4d.racm_in1k,288,30.170,69.830,49.093,50.907,27.56,0.950,bicubic,-52.016,-47.055,-222
resnet50.b2k_in1k,288,30.160,69.840,48.285,51.715,25.56,1.000,bicubic,-50.310,-47.023,+14
wide_resnet50_2.tv2_in1k,224,30.150,69.850,48.358,51.642,68.88,0.965,bilinear,-51.448,-47.406,-150
efficientnet_b0.ra4_e3600_r224_in1k,256,30.136,69.864,49.024,50.976,5.29,1.000,bicubic,-49.234,-45.728,+149
regnety_016.tv2_in1k,224,30.124,69.876,49.268,50.732,11.20,0.965,bicubic,-50.572,-46.072,-16
resnet50d.ra4_e3600_r224_in1k,288,30.124,69.876,48.616,51.384,25.58,1.000,bicubic,-51.706,-47.304,-174
resnet101.tv2_in1k,176,30.097,69.903,48.091,51.909,44.55,0.875,bilinear,-49.809,-46.759,+83
nf_regnet_b1.ra2_in1k,256,30.087,69.913,50.172,49.828,10.22,0.900,bicubic,-48.635,-44.214,+212
seresnet50.ra2_in1k,224,30.085,69.915,49.319,50.681,28.09,0.875,bicubic,-50.175,-45.749,+45
convmixer_1024_20_ks9_p14.in1k,224,30.067,69.933,49.914,50.086,24.38,0.960,bicubic,-46.877,-43.450,+353
dpn68b.ra_in1k,288,30.067,69.933,48.183,51.817,12.61,1.000,bicubic,-49.277,-46.243,+145
halo2botnet50ts_256.a1h_in1k,256,30.044,69.956,48.494,51.506,22.64,0.950,bicubic,-52.040,-47.164,-219
efficientnet_el.ra_in1k,300,30.042,69.958,48.836,51.164,10.59,0.904,bicubic,-51.264,-46.704,-115
legacy_senet154.in1k,224,30.034,69.966,48.016,51.984,115.09,0.875,bilinear,-51.292,-47.480,-117
tf_efficientnet_b2.aa_in1k,260,30.014,69.986,49.614,50.386,9.11,0.890,bicubic,-50.068,-45.298,+59
xcit_tiny_12_p16_224.fb_dist_in1k,224,30.010,69.990,49.671,50.329,6.72,1.000,bicubic,-48.568,-44.539,+216
fbnetv3_d.ra2_in1k,224,29.995,70.005,49.942,50.058,10.31,0.950,bilinear,-48.661,-44.512,+210
mobilevitv2_150.cvnets_in22k_ft_in1k,256,29.981,70.019,49.272,50.728,10.59,0.888,bicubic,-51.489,-46.400,-143
dpn98.mx_in1k,224,29.973,70.027,48.172,51.828,61.57,0.875,bicubic,-49.683,-46.470,+105
resnext50_32x4d.a1h_in1k,288,29.969,70.031,48.232,51.768,25.03,1.000,bicubic,-52.043,-47.700,-219
resnet101.a2_in1k,224,29.969,70.031,47.000,53.000,44.55,0.950,bicubic,-51.375,-48.198,-125
resnetv2_50d_gn.ah_in1k,288,29.950,70.050,48.227,51.773,25.57,1.000,bicubic,-52.013,-47.710,-210
dpn131.mx_in1k,224,29.942,70.058,48.050,51.950,79.25,0.875,bicubic,-49.892,-46.658,+81
dpn92.mx_in1k,224,29.934,70.066,49.125,50.875,37.67,0.875,bicubic,-50.094,-45.753,+54
resnetv2_101x1_bit.goog_in21k_ft_in1k,448,29.908,70.092,51.113,48.887,44.54,1.000,bilinear,-52.424,-45.413,-273
tf_efficientnet_b4.in1k,380,29.885,70.115,49.048,50.952,19.34,0.922,bicubic,-52.723,-46.976,-319
senet154.gluon_in1k,224,29.883,70.117,47.885,52.115,115.09,0.875,bicubic,-51.375,-47.473,-120
legacy_xception.tf_in1k,299,29.869,70.131,48.728,51.272,22.86,0.897,bicubic,-49.181,-45.658,+163
resnet50.tv2_in1k,224,29.869,70.131,48.046,51.954,25.56,0.965,bilinear,-50.975,-47.374,-63
convnextv2_pico.fcmae_ft_in1k,288,29.867,70.133,48.794,51.206,9.07,0.950,bicubic,-51.189,-46.684,-94
cs3sedarknet_l.c2ns_in1k,288,29.832,70.168,49.099,50.901,21.91,0.950,bicubic,-51.934,-46.867,-192
inception_v3.tf_adv_in1k,299,29.820,70.180,47.859,52.141,23.83,0.875,bicubic,-47.776,-45.867,+285
resnet152.a2_in1k,288,29.814,70.186,45.947,54.053,60.19,1.000,bicubic,-52.806,-49.797,-330
efficientvit_b1.r224_in1k,224,29.806,70.194,48.246,51.754,9.10,0.950,bicubic,-49.434,-46.048,+139
efficientnet_b0.ra4_e3600_r224_in1k,224,29.804,70.196,48.914,51.086,5.29,0.900,bicubic,-48.768,-45.424,+198
vit_base_patch16_384.augreg_in1k,384,29.800,70.200,48.356,51.644,86.86,1.000,bicubic,-51.296,-46.978,-105
resnetaa50.a1h_in1k,288,29.796,70.204,47.991,52.009,25.56,1.000,bicubic,-51.808,-47.817,-185
ese_vovnet39b.ra_in1k,288,29.749,70.251,49.054,50.946,24.57,0.950,bicubic,-50.629,-46.644,-3
resmlp_36_224.fb_in1k,224,29.739,70.261,48.916,51.084,44.69,0.875,bicubic,-50.033,-45.972,+70
fbnetv3_d.ra2_in1k,256,29.731,70.269,49.476,50.524,10.31,0.950,bilinear,-49.933,-45.480,+83
edgenext_small_rw.sw_in1k,256,29.727,70.273,49.193,50.807,7.83,0.900,bicubic,-49.863,-45.325,+88
ecaresnet50t.a1_in1k,224,29.724,70.276,47.527,52.473,25.57,0.950,bicubic,-51.561,-47.623,-139
lamhalobotnet50ts_256.a1h_in1k,256,29.722,70.278,48.384,51.616,22.57,0.950,bicubic,-51.826,-47.110,-185
resnet101.a3_in1k,160,29.714,70.286,47.669,52.331,44.55,0.950,bicubic,-48.214,-46.018,+249
convnext_nano.d1h_in1k,288,29.702,70.298,47.926,52.074,15.59,1.000,bicubic,-51.772,-47.786,-171
resnet50.ra_in1k,224,29.698,70.302,48.537,51.463,25.56,0.875,bicubic,-49.116,-45.783,+165
efficientvit_b1.r256_in1k,256,29.690,70.310,48.244,51.756,9.10,1.000,bicubic,-50.054,-46.534,+66
fastvit_sa12.apple_in1k,256,29.678,70.322,48.572,51.428,11.58,0.900,bicubic,-51.162,-46.772,-82
resnet50.tv2_in1k,176,29.674,70.326,48.091,51.909,25.56,0.875,bilinear,-49.758,-46.541,+98
resnet50.c1_in1k,288,29.671,70.329,48.474,51.526,25.56,1.000,bicubic,-51.257,-47.080,-99
vit_base_patch32_384.augreg_in1k,384,29.661,70.339,49.005,50.995,88.30,1.000,bicubic,-49.093,-45.231,+166
fastvit_t12.apple_dist_in1k,256,29.645,70.355,48.517,51.483,7.55,0.900,bicubic,-50.719,-46.525,-15
efficientnet_b2.ra_in1k,256,29.643,70.357,48.881,51.119,9.11,0.875,bicubic,-49.697,-45.695,+104
resnet50.a1_in1k,224,29.641,70.359,46.737,53.263,25.56,0.950,bicubic,-50.741,-47.861,-21
resnetblur50.bt_in1k,224,29.623,70.377,48.258,51.742,25.56,0.875,bicubic,-49.683,-46.280,+108
ecaresnet50d.miil_in1k,288,29.572,70.428,48.987,51.013,25.58,0.950,bicubic,-52.068,-46.899,-208
resnet50_gn.a1h_in1k,224,29.566,70.434,48.319,51.681,25.56,0.940,bicubic,-50.500,-46.635,+20
nest_tiny_jx.goog_in1k,224,29.564,70.436,46.990,53.010,17.06,0.875,bicubic,-51.864,-48.636,-175
cs3darknet_l.c2ns_in1k,256,29.537,70.463,48.380,51.620,21.16,0.887,bicubic,-50.817,-46.924,-21
resnet152.a3_in1k,224,29.523,70.477,47.032,52.968,60.19,0.950,bicubic,-51.025,-47.972,-54
gcresnext50ts.ch_in1k,288,29.517,70.483,47.849,52.151,15.67,1.000,bicubic,-51.717,-47.687,-150
efficientnet_em.ra2_in1k,240,29.496,70.504,48.940,51.060,6.90,0.882,bicubic,-49.768,-45.856,+106
resnext50_32x4d.tv2_in1k,224,29.488,70.512,47.222,52.778,25.03,0.965,bilinear,-51.688,-48.126,-146
cs3darknet_l.c2ns_in1k,288,29.482,70.518,48.240,51.760,21.16,0.950,bicubic,-51.406,-47.422,-109
gcresnext50ts.ch_in1k,256,29.458,70.542,47.947,52.053,15.67,0.900,bicubic,-51.150,-47.233,-64
resnetv2_50.a1h_in1k,288,29.448,70.552,47.494,52.506,25.55,1.000,bicubic,-51.960,-48.218,-178
resnext101_32x8d.tv_in1k,224,29.442,70.558,48.488,51.512,88.79,0.875,bilinear,-49.871,-46.036,+95
mobileone_s4.apple_in1k,224,29.439,70.561,47.997,52.003,14.95,0.900,bilinear,-50.011,-46.493,+76
deit_small_patch16_224.fb_in1k,224,29.429,70.571,48.256,51.744,22.05,0.900,bicubic,-50.433,-46.800,+29
sebotnet33ts_256.a1h_in1k,256,29.429,70.571,47.161,52.839,13.70,0.940,bicubic,-51.723,-47.998,-151
nf_regnet_b1.ra2_in1k,288,29.423,70.577,49.421,50.579,10.22,0.900,bicubic,-49.945,-45.305,+83
resnet50.fb_ssl_yfcc100m_ft_in1k,224,29.419,70.581,49.783,50.217,25.56,0.875,bilinear,-49.833,-44.507,+99
coat_lite_mini.in1k,224,29.403,70.597,47.672,52.328,11.01,0.900,bicubic,-49.693,-46.920,+112
cait_xxs24_384.fb_dist_in1k,384,29.393,70.607,48.739,51.261,12.03,1.000,bicubic,-51.569,-46.903,-129
resnetv2_50d_evos.ah_in1k,288,29.390,70.611,47.272,52.728,25.59,1.000,bicubic,-52.611,-48.626,-272
repvit_m1.dist_in1k,224,29.384,70.616,48.525,51.475,5.49,0.950,bicubic,-49.158,-45.557,+160
resnext50_32x4d.a1_in1k,224,29.370,70.630,46.238,53.762,25.03,0.950,bicubic,-51.156,-48.220,-68
edgenext_small_rw.sw_in1k,320,29.368,70.632,48.728,51.272,7.83,1.000,bicubic,-51.084,-46.478,-56
resnext50_32x4d.ra_in1k,224,29.360,70.640,47.395,52.605,25.03,0.875,bicubic,-50.440,-47.213,+29
swin_tiny_patch4_window7_224.ms_in1k,224,29.350,70.650,47.584,52.416,28.29,0.900,bicubic,-52.038,-48.174,-190
convnext_nano_ols.d1h_in1k,288,29.342,70.658,47.507,52.493,15.65,1.000,bicubic,-52.270,-48.119,-230
resnet34d.ra2_in1k,224,29.328,70.671,48.431,51.569,21.82,0.875,bicubic,-47.776,-44.945,+269
regnetz_b16.ra3_in1k,288,29.327,70.673,47.896,52.104,9.72,1.000,bicubic,-51.411,-47.634,-103
cait_xxs24_224.fb_dist_in1k,224,29.309,70.691,48.525,51.475,11.96,1.000,bicubic,-49.083,-45.809,+171
eca_resnet33ts.ra2_in1k,288,29.276,70.725,48.910,51.090,19.68,1.000,bicubic,-51.440,-46.472,-101
resnet50.d_in1k,288,29.270,70.730,47.220,52.780,25.56,1.000,bicubic,-51.742,-48.236,-144
pvt_v2_b1.in1k,224,29.260,70.740,48.958,51.042,14.01,0.900,bicubic,-49.442,-45.535,+137
resnet34.a1_in1k,224,29.258,70.742,47.106,52.894,21.80,0.950,bicubic,-47.156,-45.780,+303
maxvit_rmlp_pico_rw_256.sw_in1k,256,29.248,70.752,47.737,52.263,7.52,0.950,bicubic,-51.302,-47.449,-85
resnet50.c2_in1k,288,29.244,70.756,47.152,52.848,25.56,1.000,bicubic,-51.612,-48.374,-126
ecaresnet50d_pruned.miil_in1k,224,29.236,70.764,48.506,51.494,19.94,0.875,bicubic,-50.486,-46.366,+25
poolformer_s24.sail_in1k,224,29.209,70.791,48.122,51.878,21.39,0.900,bicubic,-51.091,-46.938,-48
gcvit_xxtiny.in1k,224,29.197,70.803,48.374,51.626,12.00,0.875,bicubic,-50.553,-46.686,+18
tresnet_l.miil_in1k_448,448,29.183,70.817,47.262,52.738,55.99,0.875,bilinear,-53.095,-48.726,-329
seresnet50.ra2_in1k,288,29.150,70.850,47.725,52.275,28.09,0.950,bicubic,-52.132,-47.927,-191
inception_v3.gluon_in1k,299,29.140,70.860,46.953,53.047,23.83,0.875,bicubic,-49.664,-47.421,+116
lambda_resnet50ts.a1h_in1k,256,29.128,70.872,46.965,53.035,21.54,0.950,bicubic,-52.058,-48.131,-181
eca_resnet33ts.ra2_in1k,256,29.099,70.901,48.824,51.176,19.68,0.900,bicubic,-50.993,-46.156,-25
resnet50d.a1_in1k,224,29.099,70.901,46.004,53.996,25.58,0.950,bicubic,-51.631,-48.674,-117
resnet101.a2_in1k,288,29.095,70.905,45.733,54.267,44.55,1.000,bicubic,-53.129,-50.005,-328
cs3darknet_focus_l.c2ns_in1k,256,29.077,70.923,47.672,52.328,21.15,0.887,bicubic,-51.175,-47.626,-46
xception71.tf_in1k,299,29.069,70.931,47.395,52.605,42.34,0.903,bicubic,-50.839,-47.445,-15
convnext_pico_ols.d1_in1k,224,29.046,70.954,47.961,52.039,9.06,0.950,bicubic,-50.496,-46.745,+31
resnext50_32x4d.tv2_in1k,176,29.030,70.970,46.784,53.216,25.03,0.875,bilinear,-50.344,-47.518,+48
hrnet_w64.ms_in1k,224,29.022,70.978,47.101,52.899,128.06,0.875,bilinear,-50.436,-47.547,+37
resnet34d.ra2_in1k,288,29.014,70.986,48.077,51.923,21.82,0.950,bicubic,-49.426,-46.271,+144
cs3darknet_focus_l.c2ns_in1k,288,28.979,71.021,47.619,52.381,21.15,0.950,bicubic,-51.931,-48.059,-154
regnetx_032.tv2_in1k,224,28.975,71.025,47.053,52.947,15.30,0.965,bicubic,-51.951,-48.215,-156
vit_small_patch32_384.augreg_in21k_ft_in1k,384,28.926,71.074,48.948,51.052,22.92,1.000,bicubic,-51.556,-46.658,-95
xcit_tiny_12_p8_224.fb_in1k,224,28.916,71.084,47.495,52.505,6.71,1.000,bicubic,-50.796,-47.559,+7
tf_efficientnet_b0.ns_jft_in1k,224,28.912,71.088,48.958,51.042,5.29,0.875,bicubic,-49.772,-45.413,+114
resnet101.gluon_in1k,224,28.900,71.100,46.419,53.581,44.55,0.875,bicubic,-50.406,-48.213,+52
tf_efficientnet_b1.aa_in1k,240,28.890,71.110,47.547,52.453,7.79,0.882,bicubic,-49.950,-46.653,+96
xception65.tf_in1k,299,28.886,71.114,47.140,52.860,39.92,0.903,bicubic,-50.668,-47.520,+18
mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,28.853,71.147,47.924,52.076,10.59,1.000,bicubic,-53.753,-48.386,-406
halonet50ts.a1h_in1k,256,28.843,71.157,46.511,53.489,22.73,0.940,bicubic,-52.807,-49.103,-270
skresnext50_32x4d.ra_in1k,224,28.843,71.157,46.474,53.526,27.48,0.875,bicubic,-51.323,-48.170,-53
sehalonet33ts.ra2_in1k,256,28.782,71.218,46.576,53.424,13.69,0.940,bicubic,-52.190,-48.696,-175
levit_conv_256.fb_dist_in1k,224,28.770,71.230,46.723,53.277,18.89,0.900,bicubic,-52.736,-49.365,-255
levit_256.fb_dist_in1k,224,28.768,71.231,46.729,53.271,18.89,0.900,bicubic,-52.737,-48.737,-255
hgnet_tiny.paddle_in1k,288,28.765,71.235,47.737,52.263,14.74,1.000,bicubic,-51.883,-47.805,-126
tf_efficientnet_lite3.in1k,300,28.765,71.235,47.480,52.520,8.20,0.904,bilinear,-51.067,-47.390,-16
resnet50.ra_in1k,288,28.765,71.235,47.342,52.658,25.56,0.950,bicubic,-51.095,-47.460,-24
seresnet50.a1_in1k,224,28.731,71.269,45.847,54.153,28.09,0.950,bicubic,-51.281,-48.859,-45
mobileone_s3.apple_in1k,224,28.698,71.302,47.539,52.461,10.17,0.900,bilinear,-49.304,-46.371,+161
darknetaa53.c2ns_in1k,288,28.660,71.340,46.961,53.039,36.02,1.000,bilinear,-51.868,-48.367,-118
skresnet34.ra_in1k,224,28.657,71.344,47.983,52.017,22.28,0.875,bicubic,-48.300,-45.335,+235
resnetblur50.bt_in1k,288,28.654,71.346,46.922,53.078,25.56,0.950,bicubic,-51.594,-48.278,-72
tf_efficientnetv2_b0.in1k,192,28.645,71.355,47.413,52.587,7.14,0.875,bicubic,-48.235,-45.771,+239
seresnext50_32x4d.gluon_in1k,224,28.643,71.357,46.438,53.562,27.56,0.875,bicubic,-51.275,-48.378,-45
convnext_pico.d1_in1k,224,28.639,71.361,47.366,52.634,9.05,0.875,bicubic,-50.877,-47.188,+7
hrnet_w40.ms_in1k,224,28.629,71.371,47.466,52.534,57.56,0.875,bilinear,-50.295,-47.012,+68
swinv2_tiny_window8_256.ms_in1k,256,28.615,71.385,46.177,53.823,28.35,0.900,bicubic,-53.209,-49.811,-300
mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,28.609,71.391,47.136,52.864,14.25,1.000,bicubic,-54.319,-49.316,-477
tf_efficientnet_b3.in1k,300,28.566,71.434,48.016,51.984,12.23,0.904,bicubic,-52.314,-47.310,-175
tf_efficientnetv2_b1.in1k,192,28.564,71.436,47.452,52.548,8.14,0.882,bicubic,-49.366,-46.370,+156
tf_efficientnetv2_b0.in1k,224,28.562,71.438,47.146,52.854,7.14,0.875,bicubic,-49.818,-46.880,+119
resnet152.tv_in1k,224,28.550,71.450,47.146,52.854,60.19,0.875,bilinear,-49.780,-46.990,+121
poolformerv2_s12.sail_in1k,224,28.543,71.457,47.411,52.589,11.89,1.000,bicubic,-49.465,-46.453,+146
eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,28.533,71.467,47.545,52.455,5.76,1.000,bicubic,-52.139,-47.981,-147
xcit_tiny_12_p16_224.fb_in1k,224,28.507,71.493,47.372,52.628,6.72,1.000,bicubic,-48.635,-46.358,+209
ecaresnet50t.a1_in1k,288,28.470,71.530,45.546,54.454,25.57,1.000,bicubic,-53.642,-50.108,-353
resnet50d.a2_in1k,224,28.458,71.542,45.513,54.487,25.58,0.950,bicubic,-51.810,-49.129,-91
ecaresnet50t.a2_in1k,224,28.452,71.548,45.721,54.279,25.57,0.950,bicubic,-52.432,-49.301,-186
repvgg_b2.rvgg_in1k,224,28.428,71.572,47.036,52.964,89.02,0.875,bilinear,-50.365,-47.378,+69
tf_efficientnet_b0.ap_in1k,224,28.427,71.573,47.553,52.447,5.29,0.875,bicubic,-48.667,-45.708,+207
dla102x2.in1k,224,28.411,71.589,46.755,53.245,41.28,0.875,bilinear,-51.037,-47.899,-2
hrnet_w48.ms_in1k,224,28.405,71.595,47.590,52.410,77.47,0.875,bilinear,-50.919,-46.944,+11
resnext50_32x4d.gluon_in1k,224,28.403,71.597,45.350,54.650,25.03,0.875,bicubic,-50.951,-49.074,+6
dla169.in1k,224,28.379,71.621,47.505,52.495,53.39,0.875,bilinear,-50.327,-46.833,+73
tf_efficientnet_cc_b0_4e.in1k,224,28.358,71.642,47.358,52.642,13.31,0.875,bicubic,-48.966,-45.974,+185
efficientnet_b2_pruned.in1k,260,28.356,71.644,47.136,52.864,8.31,0.890,bicubic,-51.552,-47.774,-64
swinv2_cr_tiny_ns_224.sw_in1k,224,28.348,71.652,45.947,54.053,28.33,0.900,bicubic,-53.448,-49.877,-318
seresnet33ts.ra2_in1k,256,28.336,71.664,47.779,52.221,19.78,0.900,bicubic,-52.036,-47.327,-118
resnext50_32x4d.ra_in1k,288,28.322,71.678,46.126,53.874,25.03,0.950,bicubic,-52.384,-49.232,-167
darknet53.c2ns_in1k,288,28.319,71.681,46.888,53.112,41.61,1.000,bicubic,-52.224,-48.538,-149
ecaresnet50t.a3_in1k,160,28.291,71.709,46.148,53.852,25.57,0.950,bicubic,-49.489,-47.464,+152
mixnet_xl.ra_in1k,224,28.275,71.725,46.729,53.271,11.90,0.875,bicubic,-52.215,-48.209,-146
resnet50d.gluon_in1k,224,28.234,71.766,45.922,54.078,25.58,0.875,bicubic,-50.846,-48.536,+29
seresnet33ts.ra2_in1k,288,28.209,71.791,47.576,52.424,19.78,1.000,bicubic,-52.605,-47.770,-189
resnet50.a1_in1k,288,28.191,71.809,44.921,55.079,25.56,1.000,bicubic,-53.049,-50.191,-251
fastvit_s12.apple_in1k,256,28.149,71.850,46.672,53.328,9.47,0.900,bicubic,-51.770,-48.120,-78
wide_resnet101_2.tv_in1k,224,28.142,71.858,46.560,53.440,126.89,0.875,bilinear,-50.706,-47.752,+44
resnet101c.gluon_in1k,224,28.128,71.872,45.977,54.023,44.57,0.875,bicubic,-51.414,-48.611,-29
densenet161.tv_in1k,224,28.116,71.884,46.653,53.347,28.68,0.875,bicubic,-49.234,-47.001,+169
ecaresnet50d_pruned.miil_in1k,288,28.095,71.906,47.059,52.941,19.94,0.950,bicubic,-52.714,-48.519,-194
resnext50_32x4d.a1_in1k,288,28.091,71.909,44.825,55.175,25.03,1.000,bicubic,-53.393,-50.337,-297
resnet34.a1_in1k,288,28.087,71.913,45.717,54.283,21.80,1.000,bicubic,-49.851,-48.031,+123
regnetx_320.pycls_in1k,224,28.083,71.917,45.124,54.876,107.81,0.875,bicubic,-52.179,-49.888,-116
regnety_320.pycls_in1k,224,28.075,71.925,45.448,54.552,145.05,0.875,bicubic,-52.721,-49.792,-197
darknetaa53.c2ns_in1k,256,28.065,71.935,46.592,53.408,36.02,0.887,bilinear,-51.681,-48.310,-59
gernet_s.idstcv_in1k,224,28.049,71.951,46.757,53.243,8.17,0.875,bilinear,-48.853,-46.379,+194
fbnetv3_b.ra2_in1k,224,28.038,71.963,47.751,52.249,8.60,0.950,bilinear,-50.122,-46.413,+97
mobilevitv2_175.cvnets_in1k,256,28.035,71.965,46.100,53.900,14.25,0.888,bicubic,-52.838,-49.160,-213
resnext50_32x4d.a3_in1k,160,28.016,71.984,45.591,54.409,25.03,0.950,bicubic,-49.718,-47.723,+135
efficientnet_el_pruned.in1k,300,28.010,71.990,46.796,53.204,10.59,0.904,bicubic,-52.284,-48.422,-130
levit_conv_192.fb_dist_in1k,224,28.006,71.994,45.884,54.116,10.95,0.900,bicubic,-51.854,-49.086,-77
levit_192.fb_dist_in1k,224,28.002,71.998,45.880,54.120,10.95,0.900,bicubic,-51.848,-48.924,-76
vit_base_patch16_224.augreg_in1k,224,27.973,72.027,45.719,54.281,86.57,0.900,bicubic,-51.169,-48.371,+3
resnext50_32x4d.a2_in1k,224,27.965,72.035,44.446,55.554,25.03,0.950,bicubic,-52.479,-50.184,-155
fastvit_t12.apple_in1k,256,27.939,72.061,46.393,53.607,7.55,0.900,bicubic,-51.337,-48.177,-15
resnet101.a3_in1k,224,27.937,72.063,45.023,54.977,44.55,0.950,bicubic,-51.883,-49.591,-75
resnet50d.a3_in1k,160,27.935,72.065,45.303,54.697,25.58,0.950,bicubic,-49.287,-47.953,+161
resnet50_gn.a1h_in1k,288,27.931,72.069,46.098,53.902,25.56,0.950,bicubic,-53.277,-49.534,-269
darknet53.c2ns_in1k,256,27.908,72.092,46.529,53.471,41.61,0.887,bicubic,-52.094,-48.513,-105
xception41.tf_in1k,299,27.896,72.104,45.908,54.092,26.97,0.903,bicubic,-50.628,-48.390,+51
resnetrs50.tf_in1k,160,27.865,72.135,46.686,53.314,35.69,0.910,bicubic,-49.985,-47.128,+113
dpn68b.mx_in1k,224,27.845,72.155,47.364,52.636,12.61,0.875,bicubic,-49.697,-46.478,+135
regnetx_160.pycls_in1k,224,27.831,72.169,45.619,54.381,54.28,0.875,bicubic,-52.027,-49.205,-88
res2net101_26w_4s.in1k,224,27.804,72.196,45.185,54.815,45.21,0.875,bilinear,-51.382,-49.279,-11
seresnet50.a2_in1k,224,27.784,72.216,44.713,55.287,28.09,0.950,bicubic,-52.318,-50.007,-119
inception_v3.tf_in1k,299,27.782,72.218,45.701,54.299,23.83,0.875,bicubic,-50.084,-47.939,+106
resnet50d.a1_in1k,288,27.770,72.230,44.395,55.605,25.58,1.000,bicubic,-53.674,-50.829,-314
repghostnet_200.in1k,224,27.756,72.243,46.313,53.687,9.80,0.875,bicubic,-51.034,-48.023,+21
tf_efficientnetv2_b1.in1k,240,27.749,72.251,46.574,53.426,8.14,0.882,bicubic,-51.769,-48.008,-59
mobilevitv2_200.cvnets_in1k,256,27.723,72.277,45.833,54.167,18.45,0.888,bicubic,-53.425,-49.549,-275
vit_base_patch16_224.sam_in1k,224,27.717,72.283,45.106,54.894,86.57,0.900,bicubic,-52.525,-49.662,-138
repvgg_b1.rvgg_in1k,224,27.652,72.348,46.511,53.489,57.42,0.875,bilinear,-50.720,-47.597,+59
fbnetv3_b.ra2_in1k,256,27.650,72.350,46.985,53.015,8.60,0.950,bilinear,-51.504,-47.747,-18
inception_v3.tv_in1k,299,27.639,72.361,45.253,54.747,23.83,0.875,bicubic,-49.835,-48.221,+127
convnextv2_femto.fcmae_ft_in1k,224,27.635,72.365,46.822,53.178,5.23,0.875,bicubic,-50.849,-47.172,+42
hrnet_w44.ms_in1k,224,27.631,72.369,45.843,54.157,67.06,0.875,bilinear,-51.251,-48.531,+4
gcresnet33ts.ra2_in1k,256,27.607,72.393,46.246,53.754,19.88,0.900,bicubic,-52.471,-48.884,-127
regnety_160.pycls_in1k,224,27.601,72.399,45.538,54.462,83.59,0.875,bicubic,-52.683,-49.444,-156
resnet50.am_in1k,224,27.580,72.420,45.361,54.639,25.56,0.875,bicubic,-51.424,-49.030,-10
resmlp_24_224.fb_in1k,224,27.570,72.430,45.700,54.300,30.02,0.875,bicubic,-51.810,-48.850,-55
pit_xs_224.in1k,224,27.489,72.511,45.855,54.145,10.62,0.900,bicubic,-50.723,-48.295,+60
tiny_vit_5m_224.in1k,224,27.487,72.513,45.867,54.133,5.39,0.950,bicubic,-51.709,-48.936,-30
hrnet_w30.ms_in1k,224,27.472,72.528,46.546,53.454,37.71,0.875,bilinear,-50.742,-47.668,+57
gcresnet33ts.ra2_in1k,288,27.399,72.601,46.150,53.850,19.88,1.000,bicubic,-53.189,-49.172,-208
resnet50.a2_in1k,224,27.393,72.607,44.251,55.749,25.56,0.950,bicubic,-52.435,-50.309,-105
regnetx_080.pycls_in1k,224,27.385,72.615,44.996,55.004,39.57,0.875,bicubic,-51.831,-49.552,-36
convnext_pico.d1_in1k,288,27.381,72.619,45.664,54.336,9.05,0.950,bicubic,-53.049,-49.396,-185
hrnet_w32.ms_in1k,224,27.369,72.631,46.012,53.988,41.23,0.875,bilinear,-51.087,-48.174,+33
vit_small_patch16_384.augreg_in1k,384,27.348,72.652,46.151,53.849,22.20,1.000,bicubic,-53.786,-49.425,-290
resnet33ts.ra2_in1k,288,27.340,72.660,45.200,54.800,19.68,1.000,bicubic,-52.368,-49.614,-97
resnet50s.gluon_in1k,224,27.332,72.668,45.253,54.747,25.68,0.875,bicubic,-51.378,-49.189,+5
res2net50_26w_8s.in1k,224,27.312,72.688,44.815,55.185,48.40,0.875,bilinear,-51.636,-49.465,-19
convnext_pico_ols.d1_in1k,288,27.303,72.697,45.646,54.354,9.06,1.000,bicubic,-53.155,-49.602,-199
densenet201.tv_in1k,224,27.279,72.721,46.212,53.788,20.01,0.875,bicubic,-50.005,-47.268,+121
ecaresnet50t.a2_in1k,288,27.273,72.727,44.074,55.926,25.57,1.000,bicubic,-54.409,-51.458,-376
ghostnetv2_160.in1k,224,27.263,72.737,46.389,53.611,12.39,0.875,bicubic,-50.573,-47.553,+81
densenetblur121d.ra_in1k,224,27.230,72.770,46.309,53.691,8.00,0.875,bicubic,-49.342,-46.877,+159
efficientnet_b1_pruned.in1k,240,27.226,72.774,45.961,54.039,6.33,0.882,bicubic,-51.026,-47.859,+39
regnety_064.pycls_in1k,224,27.224,72.776,44.855,55.145,30.58,0.875,bicubic,-52.504,-49.909,-110
resnet33ts.ra2_in1k,256,27.187,72.813,45.391,54.609,19.68,0.900,bicubic,-52.029,-49.185,-51
tf_efficientnetv2_b2.in1k,260,27.169,72.831,44.577,55.423,10.10,0.890,bicubic,-53.057,-50.433,-167
resnetrs50.tf_in1k,224,27.155,72.845,45.069,54.931,35.69,0.910,bicubic,-52.761,-49.905,-142
vit_base_patch32_224.augreg_in1k,224,27.141,72.859,45.191,54.809,88.22,0.900,bicubic,-47.765,-46.579,+210
seresnet50.a1_in1k,288,27.098,72.902,43.593,56.407,28.09,1.000,bicubic,-54.006,-51.527,-300
resnet50d.a2_in1k,288,27.094,72.906,43.840,56.160,25.58,1.000,bicubic,-54.074,-51.259,-313
resnet32ts.ra2_in1k,256,27.081,72.919,45.259,54.741,17.96,0.900,bicubic,-51.974,-49.109,-41
rexnet_130.nav_in1k,224,27.075,72.925,45.929,54.071,7.56,0.875,bicubic,-52.415,-48.755,-93
dla102x.in1k,224,27.051,72.949,45.491,54.509,26.31,0.875,bilinear,-51.449,-48.737,+4
gmixer_24_224.ra3_in1k,224,27.031,72.969,44.373,55.627,24.72,0.875,bicubic,-51.017,-49.281,+45
resnet101.tv_in1k,224,26.974,73.026,45.240,54.760,44.55,0.875,bilinear,-50.430,-48.312,+97
resnet32ts.ra2_in1k,288,26.931,73.069,45.065,54.935,17.96,1.000,bicubic,-52.457,-49.611,-88
resnext50d_32x4d.bt_in1k,224,26.913,73.087,44.393,55.607,25.05,0.875,bicubic,-52.758,-50.485,-116
rexnet_100.nav_in1k,224,26.872,73.128,45.363,54.637,4.80,0.875,bicubic,-50.974,-48.513,+62
regnetx_120.pycls_in1k,224,26.870,73.130,44.676,55.324,46.11,0.875,bicubic,-52.738,-50.058,-112
densenet169.tv_in1k,224,26.862,73.138,45.419,54.581,14.15,0.875,bicubic,-49.060,-47.557,+165
regnety_120.pycls_in1k,224,26.809,73.191,44.450,55.550,51.82,0.875,bicubic,-53.573,-50.654,-210
legacy_seresnext101_32x4d.in1k,224,26.802,73.198,43.475,56.525,48.96,0.875,bilinear,-53.472,-51.557,-194
regnetx_064.pycls_in1k,224,26.792,73.208,44.937,55.063,26.21,0.875,bicubic,-52.268,-49.533,-55
tinynet_a.in1k,192,26.786,73.214,45.090,54.910,6.19,0.875,bicubic,-50.878,-48.442,+67
res2net101d.in1k,224,26.729,73.271,44.365,55.635,45.23,0.875,bilinear,-54.525,-50.983,-338
regnetx_032.pycls_in1k,224,26.705,73.295,45.251,54.749,15.30,0.875,bicubic,-51.461,-48.839,+22
resnext50_32x4d.a2_in1k,288,26.689,73.311,42.744,57.256,25.03,1.000,bicubic,-54.609,-52.366,-347
legacy_seresnet152.in1k,224,26.680,73.320,43.956,56.044,66.82,0.875,bilinear,-51.980,-50.416,-23
densenet121.ra_in1k,224,26.674,73.326,45.896,54.104,7.98,0.875,bicubic,-48.902,-46.752,+167
efficientvit_m5.r224_in1k,224,26.666,73.334,44.921,55.079,12.47,0.875,bicubic,-50.416,-48.245,+104
dla60x.in1k,224,26.634,73.366,45.025,54.975,17.35,0.875,bilinear,-51.596,-48.995,+13
efficientnet_es.ra_in1k,224,26.633,73.368,45.090,54.910,5.44,0.875,bicubic,-51.459,-48.842,+24
res2net50_26w_6s.in1k,224,26.599,73.401,43.996,56.004,37.05,0.875,bilinear,-51.985,-50.110,-23
seresnet50.a3_in1k,160,26.591,73.409,44.740,55.260,28.09,0.950,bicubic,-48.509,-47.356,+177
repvgg_b1g4.rvgg_in1k,224,26.579,73.421,45.090,54.910,39.97,0.875,bilinear,-51.023,-48.754,+60
resnet50.a3_in1k,160,26.572,73.428,44.224,55.776,25.56,0.950,bicubic,-49.422,-48.270,+146
coat_lite_tiny.in1k,224,26.554,73.446,44.719,55.281,5.72,0.900,bicubic,-50.994,-49.205,+64
regnety_080.pycls_in1k,224,26.540,73.460,44.395,55.605,39.18,0.875,bicubic,-53.342,-50.441,-165
resnet34.a2_in1k,224,26.540,73.460,43.911,56.089,21.80,0.950,bicubic,-48.976,-48.545,+160
mobilenetv3_large_100.miil_in21k_ft_in1k,224,26.530,73.470,44.530,55.470,5.48,0.875,bilinear,-51.380,-48.354,+34
ecaresnet26t.ra2_in1k,256,26.497,73.503,44.937,55.063,16.01,0.875,bicubic,-52.389,-49.607,-57
res2net50_14w_8s.in1k,224,26.489,73.511,44.363,55.637,25.06,0.875,bilinear,-51.657,-49.487,+9
tf_efficientnet_b0.aa_in1k,224,26.479,73.521,45.646,54.354,5.29,0.875,bicubic,-50.403,-47.624,+103
tf_efficientnet_b2.in1k,260,26.473,73.527,44.782,55.218,9.11,0.890,bicubic,-53.141,-49.942,-138
ecaresnet50t.a3_in1k,224,26.454,73.546,43.507,56.493,25.57,0.950,bicubic,-53.094,-51.203,-133
convnextv2_atto.fcmae_ft_in1k,224,26.440,73.560,44.285,55.715,3.71,0.875,bicubic,-50.206,-48.759,+111
resnet50.gluon_in1k,224,26.432,73.568,44.051,55.949,25.56,0.875,bicubic,-51.148,-49.675,+53
mobileone_s2.apple_in1k,224,26.418,73.582,44.554,55.446,7.88,0.900,bilinear,-51.086,-49.110,+57
convnext_femto.d1_in1k,224,26.387,73.613,44.835,55.165,5.22,0.875,bicubic,-51.121,-48.853,+55
mobilenetv1_125.ra4_e3600_r224_in1k,224,26.387,73.613,44.627,55.373,6.27,0.900,bicubic,-50.541,-48.589,+92
tf_efficientnet_el.in1k,300,26.387,73.613,44.245,55.755,10.59,0.904,bicubic,-53.855,-50.873,-213
lambda_resnet26t.c1_in1k,256,26.361,73.639,44.408,55.592,10.96,0.940,bicubic,-52.765,-50.146,-90
levit_conv_128.fb_dist_in1k,224,26.361,73.639,44.143,55.857,9.21,0.900,bicubic,-52.127,-50.001,-32
levit_128.fb_dist_in1k,224,26.349,73.650,44.121,55.879,9.21,0.900,bicubic,-52.137,-49.877,-33
mobilenetv1_125.ra4_e3600_r224_in1k,256,26.338,73.662,44.534,55.466,6.27,1.000,bicubic,-51.246,-49.260,+44
resmlp_12_224.fb_distilled_in1k,224,26.322,73.678,44.896,55.104,15.35,0.875,bicubic,-51.626,-48.666,+13
resmlp_big_24_224.fb_in1k,224,26.316,73.684,43.559,56.441,129.14,0.875,bicubic,-54.718,-51.466,-338
regnetx_040.pycls_in1k,224,26.263,73.737,44.408,55.592,22.12,0.875,bicubic,-52.231,-49.834,-40
visformer_tiny.in1k,224,26.257,73.743,44.206,55.794,10.32,0.900,bicubic,-51.903,-50.036,-9
mobilevitv2_150.cvnets_in1k,256,26.224,73.776,43.829,56.171,10.59,0.888,bicubic,-54.180,-51.213,-250
convnext_femto_ols.d1_in1k,224,26.186,73.814,44.233,55.767,5.23,0.875,bicubic,-51.658,-49.590,+20
crossvit_9_dagger_240.in1k,240,26.177,73.823,44.562,55.438,8.78,0.875,bicubic,-50.809,-49.040,+76
vit_small_patch32_224.augreg_in21k_ft_in1k,224,26.171,73.829,45.128,54.872,22.88,0.900,bicubic,-49.825,-48.144,+118
seresnet50.a2_in1k,288,26.165,73.835,42.683,57.317,28.09,1.000,bicubic,-54.927,-52.553,-353
densenetblur121d.ra_in1k,288,26.163,73.837,45.047,54.953,8.00,0.950,bicubic,-51.147,-48.753,+51
resnet50.a2_in1k,288,26.129,73.871,42.587,57.413,25.56,1.000,bicubic,-54.651,-52.391,-312
resnet50d.a3_in1k,224,26.114,73.886,42.960,57.040,25.58,0.950,bicubic,-52.628,-51.276,-70
resnext50_32x4d.a3_in1k,224,26.096,73.904,42.952,57.048,25.03,0.950,bicubic,-53.156,-51.874,-117
resnet34.a2_in1k,288,26.090,73.910,43.133,56.867,21.80,1.000,bicubic,-51.058,-50.157,+59
efficientnet_b1.ft_in1k,256,26.084,73.916,44.047,55.953,7.79,1.000,bicubic,-52.714,-50.295,-78
convnextv2_femto.fcmae_ft_in1k,288,26.070,73.930,44.344,55.656,5.23,0.950,bicubic,-53.261,-50.258,-134
mobilevitv2_125.cvnets_in1k,256,26.039,73.961,43.697,56.303,7.48,0.888,bicubic,-53.639,-51.147,-172
lambda_resnet26rpt_256.c1_in1k,256,26.031,73.969,44.232,55.768,10.99,0.940,bicubic,-52.923,-50.190,-97
dpn68.mx_in1k,224,26.015,73.985,44.082,55.918,12.61,0.875,bicubic,-50.323,-48.908,+99
hardcorenas_c.miil_green_in1k,224,26.006,73.994,44.855,55.145,5.52,0.875,bilinear,-51.088,-48.337,+58
fastvit_t8.apple_dist_in1k,256,25.992,74.008,44.424,55.576,4.03,0.900,bicubic,-51.180,-48.850,+51
repghostnet_150.in1k,224,25.982,74.018,44.369,55.631,6.58,0.875,bicubic,-51.488,-49.129,+31
hrnet_w18.ms_in1k,224,25.974,74.026,44.801,55.199,21.30,0.875,bilinear,-50.786,-48.645,+75
hardcorenas_f.miil_green_in1k,224,25.968,74.032,44.236,55.764,8.20,0.875,bilinear,-52.140,-49.564,-25
vit_small_patch16_224.augreg_in1k,224,25.956,74.043,43.960,56.040,22.05,0.900,bicubic,-52.886,-50.318,-93
resnext50d_32x4d.bt_in1k,288,25.921,74.079,42.952,57.048,25.05,0.950,bicubic,-54.759,-52.476,-310
regnety_040.pycls_in1k,224,25.919,74.081,43.850,56.150,20.65,0.875,bicubic,-53.317,-50.814,-129
hrnet_w18_small_v2.gluon_in1k,224,25.915,74.085,43.817,56.183,15.60,0.875,bicubic,-52.269,-50.095,-36
regnetx_016.tv2_in1k,224,25.888,74.112,43.357,56.643,9.19,0.965,bicubic,-53.564,-51.415,-162
densenet121.ra_in1k,288,25.874,74.126,44.904,55.096,7.98,0.950,bicubic,-50.606,-48.470,+83
resnet26t.ra2_in1k,256,25.874,74.126,43.998,56.002,16.01,0.940,bicubic,-52.010,-49.840,-9
res2net50_26w_4s.in1k,224,25.868,74.132,43.159,56.841,25.70,0.875,bilinear,-52.118,-50.703,-21
coat_tiny.in1k,224,25.866,74.134,43.286,56.714,5.50,0.900,bicubic,-52.576,-50.750,-60
tresnet_m.miil_in1k_448,448,25.860,74.140,42.883,57.117,31.39,0.875,bilinear,-55.850,-52.678,-468
fastvit_t8.apple_in1k,256,25.850,74.150,44.110,55.890,4.03,0.900,bicubic,-50.334,-48.932,+86
resnet50c.gluon_in1k,224,25.790,74.210,43.039,56.961,25.58,0.875,bicubic,-52.227,-50.955,-29
selecsls60.in1k,224,25.748,74.252,44.065,55.935,30.67,0.875,bicubic,-52.238,-49.761,-25
halonet26t.a1h_in1k,256,25.738,74.262,43.235,56.765,12.48,0.950,bicubic,-53.396,-51.105,-131
cs3darknet_focus_m.c2ns_in1k,256,25.687,74.313,44.157,55.843,9.30,0.887,bicubic,-51.087,-49.387,+56
dla60_res2net.in1k,224,25.675,74.325,43.593,56.407,20.85,0.875,bilinear,-52.805,-50.493,-72
poolformer_s12.sail_in1k,224,25.664,74.336,44.190,55.810,11.92,0.900,bicubic,-51.580,-49.348,+26
hardcorenas_e.miil_green_in1k,224,25.660,74.340,43.436,56.564,8.07,0.875,bilinear,-52.130,-50.296,-10
dla60_res2next.in1k,224,25.628,74.372,43.689,56.311,17.03,0.875,bilinear,-52.860,-50.311,-79
eca_halonext26ts.c1_in1k,256,25.546,74.454,43.221,56.779,10.76,0.940,bicubic,-53.972,-51.488,-183
ecaresnet26t.ra2_in1k,320,25.538,74.462,43.691,56.309,16.01,0.950,bicubic,-54.362,-51.379,-228
convnext_femto.d1_in1k,288,25.530,74.470,43.668,56.332,5.22,0.950,bicubic,-53.180,-50.580,-101
mixnet_l.ft_in1k,224,25.528,74.472,43.489,56.511,7.33,0.875,bicubic,-53.442,-50.691,-127
resmlp_12_224.fb_in1k,224,25.526,74.474,44.355,55.645,15.35,0.875,bicubic,-51.134,-48.815,+53
tf_efficientnet_lite1.in1k,240,25.524,74.476,43.611,56.389,5.42,0.882,bicubic,-51.148,-49.621,+51
cs3darknet_focus_m.c2ns_in1k,288,25.506,74.493,43.764,56.236,9.30,0.950,bicubic,-51.785,-50.206,+13
resnet50.bt_in1k,224,25.503,74.497,43.145,56.855,25.56,0.875,bicubic,-52.929,-51.125,-75
res2net50d.in1k,224,25.503,74.497,43.064,56.936,25.72,0.875,bilinear,-54.767,-51.956,-278
repvgg_a2.rvgg_in1k,224,25.501,74.499,43.890,56.110,28.21,0.875,bilinear,-50.991,-49.126,+60
bat_resnext26ts.ch_in1k,256,25.501,74.499,43.214,56.786,10.73,0.900,bicubic,-52.779,-50.900,-68
resnext50_32x4d.tv_in1k,224,25.481,74.519,42.817,57.183,25.03,0.875,bilinear,-52.151,-50.857,-17
mobilenetv1_100h.ra4_e3600_r224_in1k,224,25.465,74.535,43.850,56.150,5.28,0.875,bicubic,-50.193,-48.654,+80
botnet26t_256.c1_in1k,256,25.436,74.564,42.628,57.372,12.49,0.950,bicubic,-53.820,-51.902,-163
regnety_008_tv.tv2_in1k,224,25.424,74.576,43.436,56.564,6.43,0.965,bicubic,-53.232,-50.946,-106
tf_mixnet_l.in1k,224,25.424,74.576,42.532,57.468,7.33,0.875,bicubic,-53.352,-51.466,-119
res2next50.in1k,224,25.402,74.598,42.528,57.472,24.67,0.875,bilinear,-52.834,-51.376,-72
convnext_femto_ols.d1_in1k,288,25.391,74.609,43.176,56.824,5.23,0.950,bicubic,-53.523,-51.372,-136
hardcorenas_b.miil_green_in1k,224,25.385,74.615,44.165,55.835,5.18,0.875,bilinear,-51.167,-48.601,+45
resnet34.bt_in1k,224,25.367,74.633,43.070,56.930,21.80,0.875,bicubic,-49.795,-49.350,+91
efficientformerv2_s0.snap_dist_in1k,224,25.357,74.643,43.931,56.069,3.60,0.950,bicubic,-50.759,-48.923,+59
resnetv2_50x1_bit.goog_in21k_ft_in1k,448,25.355,74.645,45.373,54.627,25.55,1.000,bilinear,-55.023,-49.987,-307
wide_resnet50_2.tv_in1k,224,25.330,74.670,42.190,57.810,68.88,0.875,bilinear,-53.150,-52.012,-97
legacy_seresnet101.in1k,224,25.326,74.674,42.823,57.177,49.33,0.875,bilinear,-53.070,-51.435,-89
hardcorenas_d.miil_green_in1k,224,25.324,74.676,43.176,56.824,7.50,0.875,bilinear,-52.126,-50.304,-14
regnety_032.pycls_in1k,224,25.322,74.678,42.935,57.065,19.44,0.875,bicubic,-53.574,-51.493,-142
dla102.in1k,224,25.320,74.680,43.835,56.165,33.27,0.875,bilinear,-52.698,-50.113,-64
resnest14d.gluon_in1k,224,25.316,74.684,44.088,55.912,10.61,0.875,bilinear,-50.200,-48.426,+71
mobilenetv1_100h.ra4_e3600_r224_in1k,256,25.316,74.684,43.872,56.128,5.28,0.950,bicubic,-51.278,-49.394,+33
selecsls60b.in1k,224,25.314,74.686,43.497,56.503,32.77,0.875,bicubic,-53.096,-50.669,-96
efficientnet_b1.ft_in1k,224,25.251,74.749,42.990,57.010,7.79,0.875,bicubic,-52.343,-50.640,-32
legacy_seresnext50_32x4d.in1k,224,25.212,74.788,41.964,58.036,27.56,0.875,bilinear,-53.872,-52.468,-164
ghostnetv2_130.in1k,224,25.178,74.822,43.294,56.706,8.96,0.875,bicubic,-51.584,-50.066,+21
mixer_b16_224.goog_in21k_ft_in1k,224,25.145,74.855,41.237,58.763,59.88,0.875,bicubic,-51.495,-50.991,+26
resnet50.a3_in1k,224,25.068,74.932,41.968,58.032,25.56,0.950,bicubic,-52.984,-51.812,-75
eca_botnext26ts_256.c1_in1k,256,25.047,74.953,43.037,56.963,10.59,0.950,bicubic,-54.225,-51.557,-188
res2net50_48w_2s.in1k,224,25.019,74.981,42.217,57.783,25.29,0.875,bilinear,-52.517,-51.347,-32
efficientnet_b0.ra_in1k,224,25.015,74.985,42.791,57.209,5.29,0.875,bicubic,-52.681,-50.749,-46
xcit_nano_12_p8_224.fb_dist_in1k,224,24.958,75.042,43.292,56.708,3.05,1.000,bicubic,-51.370,-49.778,+38
resnet34.gluon_in1k,224,24.954,75.046,42.294,57.706,21.80,0.875,bicubic,-49.620,-49.694,+90
dla60.in1k,224,24.927,75.073,43.326,56.674,22.04,0.875,bilinear,-52.119,-49.992,-4
mobilenetv2_120d.ra_in1k,224,24.921,75.079,43.039,56.961,5.83,0.875,bicubic,-52.377,-50.477,-23
cs3darknet_m.c2ns_in1k,256,24.895,75.105,43.117,56.883,9.31,0.887,bicubic,-52.087,-50.485,-2
convnextv2_atto.fcmae_ft_in1k,288,24.878,75.122,42.487,57.513,3.71,0.950,bicubic,-52.912,-51.203,-56
resnet34.bt_in1k,288,24.836,75.164,42.101,57.899,21.80,0.950,bicubic,-51.672,-51.243,+24
regnety_016.pycls_in1k,224,24.813,75.187,42.618,57.382,11.20,0.875,bicubic,-53.095,-51.106,-69
seresnet50.a3_in1k,224,24.809,75.191,42.101,57.899,28.09,0.950,bicubic,-52.227,-50.971,-9
mobilenetv1_100.ra4_e3600_r224_in1k,256,24.797,75.203,43.487,56.513,4.23,0.950,bicubic,-51.289,-49.525,+33
mobilenetv1_100.ra4_e3600_r224_in1k,224,24.795,75.205,43.457,56.543,4.23,0.875,bicubic,-50.589,-48.855,+57
resnet34.a3_in1k,160,24.748,75.252,42.583,57.417,21.80,0.950,bicubic,-45.824,-46.939,+141
pit_ti_distilled_224.in1k,224,24.722,75.278,43.190,56.810,5.10,0.900,bicubic,-49.556,-48.738,+84
seresnext26ts.ch_in1k,256,24.703,75.297,43.098,56.902,10.39,0.900,bicubic,-53.153,-50.692,-72
eca_resnext26ts.ch_in1k,256,24.669,75.331,42.868,57.132,10.30,0.900,bicubic,-52.773,-50.708,-41
cs3darknet_m.c2ns_in1k,288,24.640,75.360,43.009,56.991,9.31,0.950,bicubic,-52.988,-51.009,-58
resnet50.bt_in1k,288,24.595,75.405,41.478,58.522,25.56,0.950,bicubic,-55.057,-53.430,-249
eca_resnext26ts.ch_in1k,288,24.593,75.407,42.536,57.464,10.30,1.000,bicubic,-53.423,-51.396,-91
tf_efficientnet_lite2.in1k,260,24.575,75.425,42.264,57.736,6.09,0.890,bicubic,-52.897,-51.480,-48
regnetx_016.pycls_in1k,224,24.563,75.437,42.496,57.504,9.19,0.875,bicubic,-52.361,-50.934,-12
mobilevitv2_100.cvnets_in1k,256,24.552,75.448,42.954,57.046,4.90,0.888,bicubic,-53.540,-51.214,-102
seresnext26ts.ch_in1k,288,24.522,75.478,42.650,57.350,10.39,1.000,bicubic,-53.770,-51.426,-118
skresnet18.ra_in1k,224,24.487,75.513,42.561,57.439,11.96,0.875,bicubic,-48.533,-48.613,+96
hardcorenas_a.miil_green_in1k,224,24.390,75.610,43.349,56.651,5.26,0.875,bilinear,-51.536,-49.137,+24
tf_efficientnet_lite0.in1k,224,24.381,75.620,42.490,57.510,4.65,0.875,bicubic,-50.466,-49.690,+59
convnext_atto.d2_in1k,224,24.369,75.631,42.349,57.651,3.70,0.875,bicubic,-51.299,-50.563,+28
hrnet_w18.ms_aug_in1k,224,24.337,75.663,42.866,57.134,21.30,0.950,bilinear,-53.779,-51.196,-110
efficientvit_m4.r224_in1k,224,24.290,75.710,41.791,58.209,8.80,0.875,bicubic,-50.056,-50.193,+67
mobilenetv4_conv_small.e2400_r224_in1k,256,24.255,75.745,42.551,57.449,3.77,0.950,bicubic,-50.389,-49.471,+59
gcresnext26ts.ch_in1k,288,24.190,75.810,41.347,58.653,10.48,1.000,bicubic,-54.248,-52.687,-136
convnext_atto_ols.a2_in1k,224,24.159,75.841,42.050,57.950,3.70,0.875,bicubic,-51.743,-50.794,+19
tf_efficientnet_b1.in1k,240,24.119,75.881,41.520,58.480,7.79,0.882,bicubic,-54.439,-52.582,-155
resnet18.a1_in1k,224,24.072,75.928,40.919,59.081,11.69,0.950,bicubic,-47.416,-49.157,+110
xcit_nano_12_p8_384.fb_dist_in1k,384,24.064,75.936,42.035,57.965,3.05,1.000,bicubic,-53.756,-51.995,-87
resnet50.tv_in1k,224,24.064,75.936,41.329,58.671,25.56,0.875,bilinear,-52.092,-51.537,+6
levit_128s.fb_dist_in1k,224,24.037,75.963,40.983,59.017,7.78,0.900,bicubic,-52.485,-51.891,-6
levit_conv_128s.fb_dist_in1k,224,24.035,75.965,40.983,59.017,7.78,0.900,bicubic,-52.499,-51.899,-9
legacy_seresnet34.in1k,224,24.017,75.983,41.909,58.091,21.96,0.875,bilinear,-50.771,-50.225,+46
gcresnext26ts.ch_in1k,256,24.017,75.983,41.372,58.628,10.48,0.900,bicubic,-53.799,-52.450,-90
xcit_nano_12_p16_384.fb_dist_in1k,384,24.001,75.999,42.284,57.716,3.05,1.000,bicubic,-51.467,-50.386,+25
repghostnet_130.in1k,224,23.966,76.034,41.671,58.329,5.48,0.875,bicubic,-52.400,-51.227,-5
resnet18d.ra2_in1k,224,23.944,76.056,42.282,57.718,11.71,0.875,bicubic,-48.324,-48.400,+90
mobilenetv4_conv_small.e2400_r224_in1k,224,23.925,76.075,41.732,58.268,3.77,0.875,bicubic,-49.805,-49.694,+65
efficientnet_lite0.ra_in1k,224,23.905,76.095,42.131,57.869,4.65,0.875,bicubic,-51.585,-50.383,+20
resnext26ts.ra2_in1k,256,23.881,76.119,41.119,58.881,10.30,0.900,bicubic,-52.893,-52.019,-30
efficientnet_es_pruned.in1k,224,23.858,76.142,42.005,57.995,5.44,0.875,bicubic,-51.142,-50.443,+34
densenet121.tv_in1k,224,23.838,76.162,41.932,58.068,7.98,0.875,bicubic,-50.910,-50.222,+39
regnetx_008.tv2_in1k,224,23.771,76.229,40.716,59.284,7.26,0.965,bicubic,-53.517,-52.946,-65
resnet26t.ra2_in1k,320,23.746,76.254,41.345,58.655,16.01,1.000,bicubic,-54.584,-52.701,-148
mobilenetv2_140.ra_in1k,224,23.693,76.307,41.459,58.541,6.11,0.875,bicubic,-52.835,-51.549,-21
mixnet_m.ft_in1k,224,23.687,76.313,41.170,58.830,5.01,0.875,bicubic,-53.587,-52.258,-66
dla34.in1k,224,23.685,76.315,41.555,58.445,15.74,0.875,bilinear,-50.947,-50.497,+38
legacy_seresnet50.in1k,224,23.640,76.360,40.105,59.895,28.09,0.875,bilinear,-54.004,-53.615,-97
convnext_atto.d2_in1k,288,23.612,76.388,41.093,58.907,3.70,0.950,bicubic,-53.402,-52.609,-53
resnext26ts.ra2_in1k,288,23.606,76.394,40.930,59.070,10.30,1.000,bicubic,-53.576,-52.544,-65
ese_vovnet19b_dw.ra_in1k,224,23.543,76.457,41.276,58.724,6.54,0.875,bicubic,-53.255,-51.996,-43
resnet34.tv_in1k,224,23.494,76.506,41.380,58.620,21.80,0.875,bilinear,-49.804,-50.042,+58
tf_mixnet_m.in1k,224,23.473,76.527,40.911,59.089,5.01,0.875,bicubic,-53.491,-52.257,-54
selecsls42b.in1k,224,23.400,76.600,40.661,59.339,32.46,0.875,bicubic,-53.786,-52.731,-70
efficientvit_m3.r224_in1k,224,23.396,76.604,40.514,59.486,6.90,0.875,bicubic,-50.012,-50.834,+52
tf_efficientnet_em.in1k,240,23.388,76.612,40.415,59.585,6.90,0.882,bicubic,-54.748,-53.647,-145
resnet34.a3_in1k,224,23.355,76.645,40.138,59.862,21.80,0.950,bicubic,-49.627,-50.978,+59
repvgg_b0.rvgg_in1k,224,23.339,76.661,41.260,58.740,15.82,0.875,bilinear,-51.823,-50.910,+9
xcit_nano_12_p16_224.fb_dist_in1k,224,23.272,76.728,41.459,58.541,3.05,1.000,bicubic,-49.046,-49.367,+66
regnety_004.tv2_in1k,224,23.260,76.740,40.873,59.127,4.34,0.965,bicubic,-52.328,-51.825,-6
convnext_atto_ols.a2_in1k,288,23.137,76.863,40.897,59.103,3.70,0.950,bicubic,-54.083,-52.803,-78
resnet18.a1_in1k,288,23.074,76.926,39.572,60.428,11.69,1.000,bicubic,-50.090,-51.482,+50
mobilenetv2_110d.ra_in1k,224,23.070,76.930,40.749,59.251,4.52,0.875,bicubic,-51.984,-51.437,+11
vit_base_patch32_224.sam_in1k,224,23.054,76.946,39.592,60.408,88.22,0.900,bicubic,-50.652,-51.420,+40
tinynet_b.in1k,188,23.040,76.960,40.987,59.013,3.73,0.875,bicubic,-51.926,-51.209,+11
resnet18d.ra2_in1k,288,23.025,76.975,41.123,58.877,11.71,0.950,bicubic,-50.769,-50.711,+36
mobilenetv4_conv_small.e1200_r224_in1k,256,22.960,77.040,41.062,58.938,3.77,0.950,bicubic,-51.330,-51.050,+24
repghostnet_111.in1k,224,22.887,77.113,40.508,59.492,4.54,0.875,bicubic,-52.181,-51.676,+4
mobileone_s1.apple_in1k,224,22.830,77.170,39.887,60.113,4.83,0.900,bilinear,-52.944,-52.901,-22
deit_tiny_distilled_patch16_224.fb_in1k,224,22.712,77.288,40.775,59.225,5.91,0.900,bicubic,-51.828,-51.119,+18
mobilenetv3_large_100.ra_in1k,224,22.691,77.309,40.710,59.290,5.48,0.875,bicubic,-53.095,-51.818,-25
repvgg_a1.rvgg_in1k,224,22.653,77.347,39.881,60.119,14.09,0.875,bilinear,-51.815,-51.959,+17
mobilenetv3_rw.rmsp_in1k,224,22.632,77.368,40.406,59.594,5.48,0.875,bicubic,-52.982,-52.292,-21
ghostnetv2_100.in1k,224,22.614,77.386,40.058,59.942,6.16,0.875,bicubic,-52.562,-52.276,-8
mobilevit_s.cvnets_in1k,256,22.606,77.394,38.863,61.137,5.58,0.900,bicubic,-55.696,-55.303,-177
edgenext_x_small.in1k,288,22.592,77.408,39.515,60.485,2.34,1.000,bicubic,-53.114,-53.245,-28
mobilenetv4_conv_small.e1200_r224_in1k,224,22.553,77.447,40.610,59.390,3.77,0.875,bicubic,-50.883,-50.732,+28
tf_mobilenetv3_large_100.in1k,224,22.553,77.447,39.765,60.235,5.48,0.875,bilinear,-52.961,-52.837,-19
tf_efficientnet_b0.in1k,224,22.553,77.447,39.596,60.404,5.29,0.875,bicubic,-53.983,-53.414,-57
xcit_nano_12_p8_224.fb_in1k,224,22.504,77.496,40.795,59.205,3.05,1.000,bicubic,-51.396,-51.351,+20
tf_efficientnet_es.in1k,224,22.425,77.575,39.114,60.886,5.44,0.875,bicubic,-54.183,-54.062,-63
hrnet_w18_small_v2.ms_in1k,224,22.368,77.632,39.938,60.062,15.60,0.875,bilinear,-52.730,-52.480,-11
convit_tiny.fb_in1k,224,22.264,77.736,39.678,60.322,5.71,0.875,bicubic,-50.862,-52.011,+30
regnetx_004_tv.tv2_in1k,224,22.242,77.757,39.120,60.880,5.50,0.965,bicubic,-52.342,-53.050,+2
edgenext_x_small.in1k,256,22.188,77.812,39.044,60.956,2.34,0.900,bicubic,-52.692,-53.260,-7
regnety_008.pycls_in1k,224,22.131,77.870,38.985,61.015,6.26,0.875,bicubic,-54.204,-54.075,-53
ese_vovnet19b_dw.ra_in1k,288,22.093,77.907,39.480,60.520,6.54,0.950,bicubic,-55.705,-54.298,-143
seresnext26t_32x4d.bt_in1k,224,22.015,77.985,38.501,61.499,16.81,0.875,bicubic,-55.965,-55.249,-161
regnetx_008.pycls_in1k,224,21.981,78.019,38.920,61.080,7.26,0.875,bicubic,-53.081,-53.420,-16
regnety_006.pycls_in1k,224,21.960,78.040,38.951,61.049,6.06,0.875,bicubic,-53.302,-53.575,-25
semnasnet_100.rmsp_in1k,224,21.956,78.044,38.702,61.298,3.89,0.875,bicubic,-53.508,-53.910,-30
vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,21.938,78.062,39.433,60.567,6.36,1.000,bicubic,-54.024,-53.843,-50
resnet26d.bt_in1k,224,21.936,78.064,38.631,61.369,16.01,0.875,bicubic,-54.762,-54.525,-80
resnet18.a2_in1k,224,21.873,78.127,38.466,61.534,11.69,0.950,bicubic,-48.761,-51.020,+53
pit_ti_224.in1k,224,21.857,78.143,39.517,60.483,4.85,0.900,bicubic,-51.067,-51.895,+23
pvt_v2_b0.in1k,224,21.840,78.160,40.140,59.860,3.67,0.900,bicubic,-48.816,-50.072,+50
regnetx_006.pycls_in1k,224,21.745,78.255,38.940,61.060,6.20,0.875,bicubic,-52.139,-52.726,+4
vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,21.712,78.288,39.321,60.679,5.79,1.000,bicubic,-56.734,-55.231,-212
crossvit_9_240.in1k,240,21.702,78.298,39.262,60.738,8.55,0.875,bicubic,-52.274,-52.714,-2
vgg19_bn.tv_in1k,224,21.637,78.363,39.285,60.715,143.68,0.875,bilinear,-52.599,-52.558,-7
semnasnet_075.rmsp_in1k,224,21.592,78.408,38.947,61.053,2.91,0.875,bicubic,-51.416,-52.179,+14
resnet18.gluon_in1k,224,21.559,78.441,38.891,61.109,11.69,0.875,bicubic,-49.285,-50.859,+42
mobilevitv2_075.cvnets_in1k,256,21.549,78.451,38.608,61.392,2.87,0.888,bicubic,-54.055,-54.146,-50
fbnetc_100.rmsp_in1k,224,21.549,78.451,38.148,61.852,5.57,0.875,bilinear,-53.565,-54.234,-35
repghostnet_100.in1k,224,21.490,78.510,38.696,61.304,4.07,0.875,bicubic,-52.710,-52.854,-11
xcit_nano_12_p16_224.fb_in1k,224,21.449,78.551,39.787,60.213,3.05,1.000,bicubic,-48.533,-49.995,+46
mixnet_s.ft_in1k,224,21.417,78.583,38.228,61.772,4.13,0.875,bicubic,-54.585,-54.572,-68
ghostnet_100.in1k,224,21.376,78.624,38.128,61.872,5.18,0.875,bicubic,-52.584,-53.414,-10
mnasnet_100.rmsp_in1k,224,21.370,78.630,37.725,62.275,4.38,0.875,bicubic,-53.292,-54.383,-27
resnet26.bt_in1k,224,21.295,78.705,38.030,61.970,16.00,0.875,bicubic,-53.997,-54.542,-46
seresnext26d_32x4d.bt_in1k,224,21.291,78.709,37.326,62.674,16.81,0.875,bicubic,-56.295,-56.284,-154
resnet18.fb_ssl_yfcc100m_ft_in1k,224,21.290,78.710,39.126,60.874,11.69,0.875,bilinear,-51.346,-52.290,+7
lcnet_100.ra2_in1k,224,21.284,78.716,38.891,61.109,2.95,0.875,bicubic,-50.844,-51.477,+18
legacy_seresnext26_32x4d.in1k,224,21.087,78.913,37.641,62.359,16.79,0.875,bicubic,-56.013,-55.691,-124
crossvit_tiny_240.in1k,240,21.050,78.950,38.061,61.939,7.01,0.875,bicubic,-52.280,-53.849,-6
efficientvit_m2.r224_in1k,224,21.046,78.954,37.676,62.324,4.19,0.875,bicubic,-49.754,-52.484,+29
repvgg_a0.rvgg_in1k,224,20.993,79.007,37.601,62.399,9.11,0.875,bilinear,-51.431,-52.913,+4
resnet18.a2_in1k,288,20.948,79.052,36.847,63.153,11.69,1.000,bicubic,-51.414,-53.769,+5
regnetx_004.pycls_in1k,224,20.906,79.094,37.562,62.438,5.16,0.875,bicubic,-51.526,-53.286,+1
seresnext26t_32x4d.bt_in1k,288,20.871,79.129,36.371,63.629,16.81,0.950,bicubic,-57.867,-57.945,-263
spnasnet_100.rmsp_in1k,224,20.849,79.151,37.922,62.078,4.42,0.875,bilinear,-53.233,-53.906,-26
legacy_seresnet18.in1k,224,20.830,79.170,37.633,62.367,11.78,0.875,bicubic,-50.912,-52.707,+13
mobilenetv2_100.ra_in1k,224,20.761,79.239,37.780,62.220,3.50,0.875,bicubic,-52.175,-53.222,-6
tf_mixnet_s.in1k,224,20.464,79.536,36.629,63.371,4.13,0.875,bicubic,-55.188,-55.999,-73
vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,20.462,79.538,37.615,62.385,5.72,0.900,bicubic,-54.990,-55.239,-63
regnety_004.pycls_in1k,224,20.427,79.573,37.030,62.970,4.34,0.875,bicubic,-53.579,-54.726,-30
tf_mobilenetv3_large_075.in1k,224,20.403,79.597,36.800,63.200,3.99,0.875,bilinear,-53.045,-54.544,-22
hrnet_w18_small.gluon_in1k,224,20.397,79.603,37.018,62.982,13.19,0.875,bicubic,-53.535,-54.154,-29
hrnet_w18_small.ms_in1k,224,20.352,79.648,37.089,62.911,13.19,0.875,bilinear,-51.982,-53.597,-5
resnet26d.bt_in1k,288,20.273,79.727,36.356,63.644,16.01,0.950,bicubic,-57.151,-57.274,-160
resnet18.tv_in1k,224,20.238,79.762,37.258,62.742,11.69,0.875,bilinear,-49.514,-51.822,+23
mixer_l16_224.goog_in21k_ft_in1k,224,20.142,79.858,32.966,67.034,208.20,0.875,bicubic,-51.948,-54.684,0
deit_tiny_patch16_224.fb_in1k,224,20.132,79.868,37.576,62.424,5.72,0.900,bicubic,-52.064,-53.524,-3
tf_mobilenetv3_large_minimal_100.in1k,224,20.130,79.870,36.914,63.086,3.92,0.875,bilinear,-52.140,-53.748,-8
seresnext26d_32x4d.bt_in1k,288,20.063,79.937,35.241,64.759,16.81,0.950,bicubic,-58.763,-59.017,-287
efficientvit_m1.r224_in1k,224,19.975,80.025,36.481,63.519,2.98,0.875,bicubic,-48.377,-52.203,+24
vgg16_bn.tv_in1k,224,19.965,80.035,36.316,63.684,138.37,0.875,bilinear,-53.391,-55.184,-29
resnet26.bt_in1k,288,19.759,80.241,35.849,64.151,16.00,0.950,bicubic,-56.619,-57.327,-108
resnet18.a3_in1k,160,19.700,80.300,35.416,64.584,11.69,0.950,bicubic,-45.964,-50.862,+34
repghostnet_080.in1k,224,19.476,80.524,35.953,64.047,3.28,0.875,bicubic,-52.760,-54.537,-11
vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,19.356,80.644,36.102,63.898,6.34,0.900,bicubic,-52.464,-54.712,-7
mobileone_s0.apple_in1k,224,19.301,80.699,35.336,64.664,5.29,0.875,bilinear,-52.097,-54.528,-2
tinynet_c.in1k,184,19.299,80.701,36.016,63.984,2.46,0.875,bicubic,-51.925,-53.730,-1
edgenext_xx_small.in1k,288,18.870,81.129,35.181,64.820,1.33,1.000,bicubic,-53.015,-55.354,-11
edgenext_xx_small.in1k,256,18.611,81.389,34.699,65.301,1.33,0.900,bicubic,-52.505,-55.341,-2
efficientvit_b0.r224_in1k,224,18.472,81.528,33.237,66.763,3.41,0.950,bicubic,-52.932,-56.197,-7
resnet18.a3_in1k,224,18.434,81.566,33.445,66.555,11.69,0.950,bicubic,-49.812,-54.713,+15
mobilevit_xs.cvnets_in1k,256,18.340,81.660,33.235,66.765,2.32,0.900,bicubic,-56.292,-59.113,-64
lcnet_075.ra2_in1k,224,18.114,81.886,34.363,65.637,2.36,0.875,bicubic,-50.670,-54.025,+9
vgg19.tv_in1k,224,17.931,82.069,33.066,66.934,143.67,0.875,bilinear,-54.469,-57.812,-28
vgg13_bn.tv_in1k,224,17.819,82.181,34.047,65.953,133.05,0.875,bilinear,-53.737,-56.325,-14
resnet10t.c3_in1k,176,17.646,82.354,33.512,66.488,5.44,0.875,bicubic,-49.078,-53.462,+16
vgg16.tv_in1k,224,17.536,82.464,32.756,67.244,138.36,0.875,bilinear,-54.064,-57.642,-17
regnety_002.pycls_in1k,224,17.456,82.544,32.461,67.539,3.16,0.875,bicubic,-52.838,-57.073,-4
vgg11_bn.tv_in1k,224,17.395,82.605,32.952,67.048,132.87,0.875,bilinear,-52.989,-56.856,-6
resnet14t.c3_in1k,176,17.381,82.619,32.115,67.885,10.08,0.875,bicubic,-53.937,-57.565,-15
mobilevitv2_050.cvnets_in1k,256,17.348,82.652,33.007,66.993,1.37,0.888,bicubic,-52.810,-56.929,-6
repghostnet_058.in1k,224,17.198,82.802,32.630,67.370,2.55,0.875,bicubic,-51.736,-55.756,-2
regnetx_002.pycls_in1k,224,16.972,83.028,32.247,67.753,2.68,0.875,bicubic,-51.788,-56.317,0
mobilenetv3_small_100.lamb_in1k,224,16.850,83.150,32.524,67.476,2.54,0.875,bicubic,-50.788,-55.126,+5
mobilenetv2_050.lamb_in1k,224,16.721,83.279,31.897,68.103,1.97,0.875,bicubic,-49.209,-54.205,+10
resnet10t.c3_in1k,224,16.709,83.291,32.139,67.861,5.44,0.950,bicubic,-51.637,-55.883,-1
tinynet_d.in1k,152,16.695,83.305,32.477,67.523,2.34,0.875,bicubic,-50.271,-54.587,+4
efficientvit_m0.r224_in1k,224,16.652,83.348,31.946,68.054,2.35,0.875,bicubic,-46.642,-53.204,+12
mnasnet_small.lamb_in1k,224,16.628,83.372,31.889,68.111,2.03,0.875,bicubic,-49.568,-54.583,+4
dla60x_c.in1k,224,16.316,83.684,31.747,68.252,1.32,0.875,bilinear,-51.612,-56.678,-2
tf_mobilenetv3_small_100.in1k,224,16.273,83.727,31.119,68.881,2.54,0.875,bilinear,-51.659,-56.565,-4
vgg13.tv_in1k,224,16.125,83.875,30.989,69.011,133.05,0.875,bilinear,-53.815,-58.267,-15
resnet14t.c3_in1k,224,15.999,84.001,30.040,69.960,10.08,0.950,bicubic,-56.243,-60.278,-41
vgg11.tv_in1k,224,15.715,84.285,30.464,69.536,132.86,0.875,bilinear,-53.333,-58.168,-15
repghostnet_050.in1k,224,15.601,84.399,30.221,69.779,2.31,0.875,bicubic,-51.379,-56.719,-5
mobilenetv3_small_075.lamb_in1k,224,14.993,85.007,29.743,70.257,2.04,0.875,bicubic,-50.273,-55.723,+2
tf_mobilenetv3_small_075.in1k,224,14.968,85.032,29.647,70.353,2.04,0.875,bilinear,-50.764,-56.495,-1
dla46_c.in1k,224,14.744,85.256,29.354,70.646,1.30,0.875,bilinear,-50.136,-56.976,+1
mobilevit_xxs.cvnets_in1k,256,14.565,85.435,28.725,71.275,1.27,0.900,bicubic,-54.363,-60.215,-18
dla46x_c.in1k,224,14.402,85.598,29.236,70.764,1.07,0.875,bilinear,-51.606,-57.710,-6
tf_mobilenetv3_small_minimal_100.in1k,224,14.257,85.743,28.666,71.334,2.04,0.875,bilinear,-48.637,-55.618,+1
lcnet_050.ra2_in1k,224,14.237,85.763,28.531,71.469,1.88,0.875,bicubic,-48.893,-55.869,-1
tinynet_e.in1k,106,12.743,87.257,26.495,73.505,2.04,0.875,bicubic,-47.131,-55.275,0
mobilenetv3_small_050.lamb_in1k,224,11.004,88.996,23.416,76.584,1.59,0.875,bicubic,-46.920,-56.726,0
test_byobnet.r160_in1k,160,7.469,92.531,17.552,82.448,0.46,0.875,bicubic,-37.931,-53.058,+1
test_efficientnet.r160_in1k,160,7.206,92.794,16.758,83.242,0.36,0.875,bicubic,-39.218,-54.200,-1
test_vit.r160_in1k,160,4.814,95.186,11.802,88.198,0.37,0.875,bicubic,-36.018,-55.404,0