model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation,top1_diff,top5_diff,rank_diff
vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,71.717,28.283,90.666,9.334,414.14,1.000,bicubic,-17.339,-8.086,+9
vit_so400m_patch14_siglip_378.webli_ft_in1k,378,71.489,28.511,90.619,9.381,429.38,1.000,bicubic,-17.921,-8.235,+6
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,+4
eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,70.668,29.332,89.835,10.165,305.08,1.000,bicubic,-19.388,-9.219,-3
eva02_large_patch14_448.mim_m38m_ft_in1k,448,70.532,29.468,89.847,10.153,305.08,1.000,bicubic,-19.018,-9.078,+1
eva_giant_patch14_224.clip_ft_in1k,224,70.076,29.924,89.766,10.234,"1,012.56",0.900,bicubic,-18.820,-8.906,+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,336,68.048,31.952,87.826,12.174,"1,013.01",1.000,bicubic,-21.518,-11.126,-3
eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,67.561,32.439,87.496,12.504,305.08,1.000,bicubic,-22.395,-11.518,-7
eva_giant_patch14_560.m30m_ft_in22k_in1k,560,67.480,32.520,87.471,12.529,"1,014.45",1.000,bicubic,-22.310,-11.519,-7
vit_huge_patch14_clip_224.laion2b_ft_in1k,224,67.425,32.575,87.870,12.130,632.05,1.000,bicubic,-20.187,-10.356,+41
eva02_large_patch14_448.mim_in22k_ft_in1k,448,66.987,33.013,87.455,12.545,305.08,1.000,bicubic,-22.647,-11.499,-8
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,+31
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,65.747,34.253,87.023,12.977,200.13,1.000,bicubic,-22.587,-11.551,+10
vit_large_patch14_clip_336.laion2b_ft_in1k,336,65.747,34.253,86.948,13.052,304.53,1.000,bicubic,-22.123,-11.412,+30
vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,65.323,34.677,86.816,13.184,632.05,1.000,bicubic,-22.965,-11.734,+10
vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,65.289,34.711,86.765,13.235,632.46,1.000,bicubic,-23.345,-11.903,-1
convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,65.071,34.929,86.288,13.712,200.13,1.000,bicubic,-22.273,-11.934,+50
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,64.918,35.082,86.628,13.372,200.13,1.000,bicubic,-23.052,-11.846,+20
vit_large_patch14_clip_224.laion2b_ft_in1k,224,64.827,35.173,86.581,13.419,304.20,1.000,bicubic,-22.461,-11.655,+51
regnety_1280.swag_ft_in1k,384,64.106,35.894,86.050,13.950,644.81,1.000,bicubic,-24.122,-12.634,+10
vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,64.047,35.953,85.912,14.088,304.53,1.000,bicubic,-24.213,-12.612,+6
eva_large_patch14_336.in22k_ft_in1k,336,63.088,36.912,84.399,15.601,304.53,1.000,bicubic,-25.592,-14.315,-10
vit_large_patch14_clip_224.openai_ft_in1k,224,62.644,37.356,85.126,14.873,304.20,1.000,bicubic,-25.214,-13.304,+22
beit3_large_patch16_224.in22k_ft_in1k,224,62.082,37.918,83.236,16.764,304.57,1.000,bicubic,-25.546,-15.098,+26
vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,62.062,37.938,84.348,15.652,304.20,1.000,bicubic,-25.838,-14.060,+17
vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,61.660,38.340,83.674,16.326,304.53,1.000,bicubic,-26.530,-14.892,+6
vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,61.394,38.606,83.389,16.611,304.20,1.000,bicubic,-26.768,-15.149,+7
eva_large_patch14_196.in22k_ft_in1k,196,61.149,38.851,82.759,17.241,304.14,1.000,bicubic,-26.803,-15.731,+11
eva_large_patch14_336.in22k_ft_in22k_in1k,336,60.935,39.065,82.153,17.847,304.53,1.000,bicubic,-28.303,-16.695,-21
convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,60.815,39.185,83.213,16.788,88.59,1.000,bicubic,-26.329,-15.015,+44
convnext_base.clip_laion2b_augreg_ft_in1k,256,60.318,39.682,82.719,17.281,88.59,1.000,bicubic,-25.866,-14.955,+116
regnety_1280.swag_lc_in1k,224,59.938,40.062,83.153,16.846,644.81,0.965,bicubic,-26.026,-14.699,+137
eva_large_patch14_196.in22k_ft_in22k_in1k,196,59.864,40.136,81.122,18.878,304.14,1.000,bicubic,-28.726,-17.540,-16
convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,59.848,40.152,82.810,17.190,88.59,1.000,bicubic,-26.530,-15.166,+94
beit3_large_patch16_224.indomain_in22k_ft_in1k,224,59.636,40.364,81.242,18.759,304.57,1.000,bicubic,-27.898,-17.123,+18
convnext_base.clip_laiona_augreg_ft_in1k_384,384,59.410,40.590,82.252,17.748,88.59,1.000,bicubic,-27.080,-15.708,+84
eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,58.518,41.482,80.791,19.209,87.12,1.000,bicubic,-30.160,-17.934,-24
resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,58.417,41.583,80.402,19.598,468.53,0.875,bilinear,-26.673,-17.040,+222
beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,58.378,41.622,80.224,19.776,304.43,0.950,bicubic,-30.028,-18.378,-19
eva02_base_patch14_448.mim_in22k_ft_in1k,448,58.032,41.968,80.733,19.267,87.12,1.000,bicubic,-30.230,-17.837,-14
regnety_320.swag_ft_in1k,384,57.920,42.080,81.497,18.503,145.05,1.000,bicubic,-28.910,-16.865,+52
convnextv2_huge.fcmae_ft_in22k_in1k_384,384,57.887,42.113,79.656,20.344,660.29,1.000,bicubic,-30.779,-19.078,-28
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,-32
resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,57.698,42.302,79.913,20.087,194.03,0.875,bilinear,-26.468,-17.279,+353
resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,57.460,42.540,80.402,19.598,194.03,0.875,bilinear,-25.880,-16.442,+500
beit_large_patch16_384.in22k_ft_in22k_in1k,384,56.979,43.021,79.166,20.834,305.00,1.000,bicubic,-31.401,-19.438,-25
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,+58
beit_large_patch16_512.in22k_ft_in22k_in1k,512,56.796,43.204,78.897,21.103,305.67,1.000,bicubic,-31.780,-19.759,-30
resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,56.448,43.552,78.974,21.026,88.79,0.875,bilinear,-27.828,-18.214,+331
maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,56.279,43.721,77.303,22.697,116.14,1.000,bicubic,-31.531,-21.062,-4
maxvit_xlarge_tf_384.in21k_ft_in1k,384,56.230,43.770,78.726,21.274,475.32,1.000,bicubic,-32.072,-19.812,-27
maxvit_xlarge_tf_512.in21k_ft_in1k,512,56.161,43.839,78.681,21.319,475.77,1.000,bicubic,-32.379,-19.969,-33
maxvit_base_tf_512.in21k_ft_in1k,512,56.108,43.892,78.661,21.339,119.88,1.000,bicubic,-32.106,-19.877,-22
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,+19
maxvit_base_tf_384.in21k_ft_in1k,384,55.702,44.298,78.027,21.973,119.65,1.000,bicubic,-32.228,-20.519,-14
regnety_320.swag_lc_in1k,224,55.454,44.546,79.762,20.238,145.05,0.965,bicubic,-29.200,-17.730,+261
vit_base_patch16_clip_224.laion2b_ft_in1k,224,55.426,44.574,79.068,20.932,86.57,1.000,bicubic,-30.062,-18.518,+157
regnety_160.swag_ft_in1k,384,55.179,44.821,79.337,20.663,83.59,1.000,bicubic,-30.841,-18.709,+105
maxvit_large_tf_512.in21k_ft_in1k,512,55.151,44.849,77.258,22.742,212.33,1.000,bicubic,-33.085,-21.350,-30
maxvit_large_tf_384.in21k_ft_in1k,384,55.071,44.929,77.146,22.854,212.03,1.000,bicubic,-32.923,-21.430,-23
convnext_xlarge.fb_in22k_ft_in1k_384,384,55.006,44.994,76.773,23.227,350.20,1.000,bicubic,-32.758,-21.779,-14
beit_large_patch16_224.in22k_ft_in22k_in1k,224,54.973,45.027,77.616,22.384,304.43,0.900,bicubic,-32.513,-20.702,-6
resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,54.961,45.039,77.526,22.474,88.79,0.875,bilinear,-27.759,-19.098,+571
deit3_large_patch16_384.fb_in22k_ft_in1k,384,54.912,45.088,77.376,22.624,304.76,1.000,bicubic,-32.824,-21.132,-16
vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,54.864,45.136,76.726,23.274,136.50,1.000,bicubic,-33.209,-21.832,-30
maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,54.790,45.210,76.861,23.139,116.09,1.000,bicubic,-32.690,-21.515,-9
caformer_b36.sail_in22k_ft_in1k_384,384,54.442,45.558,76.828,23.172,98.75,1.000,bicubic,-33.616,-21.762,-31
deit3_large_patch16_224.fb_in22k_ft_in1k,224,54.385,45.615,76.555,23.445,304.37,1.000,bicubic,-32.605,-21.691,+15
vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,54.295,45.705,76.506,23.494,136.33,1.000,bicubic,-33.637,-21.994,-29
hgnetv2_b6.ssld_stage1_in22k_in1k,224,54.287,45.713,77.292,22.708,75.26,0.965,bicubic,-31.765,-20.514,+89
beitv2_large_patch16_224.in1k_ft_in1k,224,54.165,45.835,75.564,24.436,304.43,0.950,bicubic,-33.249,-22.651,-8
convnextv2_large.fcmae_ft_in22k_in1k_384,384,53.917,46.083,76.034,23.966,197.96,1.000,bicubic,-34.263,-22.486,-39
hgnetv2_b6.ssld_stage2_ft_in1k,224,53.855,46.145,76.995,23.005,75.26,0.965,bicubic,-32.352,-20.815,+69
maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,53.784,46.216,75.160,24.840,116.14,0.950,bicubic,-33.124,-22.844,+14
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,+477
vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,53.491,46.509,75.700,24.300,86.86,1.000,bicubic,-33.719,-22.332,-4
hgnetv2_b6.ssld_stage1_in22k_in1k,288,53.169,46.831,76.178,23.822,75.26,1.000,bicubic,-33.131,-21.764,+57
vit_base_patch16_clip_384.openai_ft_in1k,384,53.096,46.904,76.683,23.317,86.86,1.000,bicubic,-33.114,-21.211,+63
regnety_160.swag_lc_in1k,224,53.090,46.910,78.162,21.838,83.59,0.965,bicubic,-30.716,-19.122,+376
hgnetv2_b6.ssld_stage2_ft_in1k,288,53.011,46.989,76.050,23.950,75.26,1.000,bicubic,-33.368,-21.892,+47
vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k,256,52.990,47.010,74.997,25.003,136.06,1.000,bicubic,-34.328,-23.331,-13
convnextv2_base.fcmae_ft_in22k_in1k_384,384,52.919,47.081,75.083,24.917,88.72,1.000,bicubic,-34.719,-23.333,-33
convformer_b36.sail_in22k_ft_in1k_384,384,52.895,47.105,74.961,25.039,99.88,1.000,bicubic,-34.710,-23.463,-31
vit_large_patch16_384.augreg_in21k_ft_in1k,384,52.799,47.201,74.735,25.265,304.72,1.000,bicubic,-34.297,-23.567,-7
caformer_b36.sail_in22k_ft_in1k,224,52.787,47.213,75.281,24.718,98.75,1.000,bicubic,-34.663,-23.055,-24
vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,52.760,47.240,74.834,25.166,134.42,1.000,bicubic,-34.610,-23.480,-20
convnext_large.fb_in22k_ft_in1k_384,384,52.732,47.268,74.716,25.284,197.77,1.000,bicubic,-34.724,-23.664,-27
convformer_b36.sail_in22k_ft_in1k,224,52.727,47.273,74.908,25.092,99.88,1.000,bicubic,-34.266,-23.256,-6
convnext_xlarge.fb_in22k_ft_in1k,224,52.567,47.433,74.389,25.611,350.20,0.875,bicubic,-34.403,-23.815,-4
coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,52.406,47.594,73.806,26.194,73.88,1.000,bicubic,-34.982,-24.506,-26
swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,52.316,47.684,74.413,25.587,196.74,1.000,bicubic,-35.158,-23.851,-33
convnext_xlarge.fb_in22k_ft_in1k,288,52.208,47.792,73.914,26.086,350.20,1.000,bicubic,-35.170,-24.416,-27
mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k,384,52.111,47.889,74.269,25.730,101.66,1.000,bicubic,-35.396,-24.159,-39
vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,52.035,47.965,73.548,26.452,329.09,1.000,bicubic,-34.153,-24.380,+51
vit_large_patch16_224.augreg_in21k_ft_in1k,224,51.832,48.168,73.704,26.296,304.33,0.900,bicubic,-34.024,-24.118,+80
vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,51.815,48.185,74.668,25.332,86.57,0.950,bicubic,-34.389,-23.094,+47
vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k,256,51.652,48.348,73.635,26.365,134.13,0.950,bicubic,-35.068,-24.389,+5
convnextv2_large.fcmae_ft_in22k_in1k,224,51.650,48.350,73.680,26.320,197.96,0.875,bicubic,-35.616,-24.560,-27
convnext_base.fb_in22k_ft_in1k_384,384,51.551,48.449,74.539,25.461,88.59,1.000,bicubic,-35.275,-23.705,-5
tf_efficientnet_l2.ns_jft_in1k_475,475,51.412,48.588,73.814,26.186,480.31,0.936,bicubic,-36.834,-24.740,-72
maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,51.188,48.812,73.136,26.864,116.09,0.950,bicubic,-35.452,-24.878,+3
vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,51.160,48.840,74.346,25.654,86.86,0.950,bicubic,-35.870,-23.840,-23
mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,224,51.056,48.944,73.322,26.678,101.66,1.000,bicubic,-35.586,-24.828,0
caformer_m36.sail_in22k_ft_in1k_384,384,51.041,48.959,73.413,26.587,56.20,1.000,bicubic,-36.429,-24.895,-45
swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,51.007,48.993,73.283,26.717,87.92,1.000,bicubic,-36.135,-24.945,-29
vit_base_patch16_clip_224.openai_ft_in1k,224,50.993,49.007,74.824,25.176,86.57,0.900,bicubic,-34.289,-22.624,+127
tf_efficientnetv2_xl.in21k_ft_in1k,384,50.801,49.199,72.788,27.212,208.12,1.000,bicubic,-34.761,-24.668,+98
hgnetv2_b5.ssld_stage1_in22k_in1k,224,50.779,49.221,73.648,26.352,39.57,0.965,bicubic,-33.677,-23.200,+237
seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,50.771,49.229,73.645,26.355,149.39,1.000,bicubic,-36.533,-24.689,-40
hgnetv2_b5.ssld_stage2_ft_in1k,224,50.665,49.335,73.637,26.363,39.57,0.965,bicubic,-34.159,-23.657,+191
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,224,50.532,49.468,73.326,26.674,25.03,0.875,bilinear,-31.631,-22.730,+621
swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,50.473,49.527,72.780,27.220,196.74,0.900,bicubic,-36.461,-25.326,-27
swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,50.343,49.657,72.534,27.466,196.74,1.000,bicubic,-36.799,-25.694,-39
mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,288,50.294,49.706,72.910,27.090,101.66,1.000,bicubic,-36.622,-25.328,-28
convnextv2_large.fcmae_ft_in22k_in1k,288,50.158,49.842,72.389,27.611,197.96,1.000,bicubic,-37.336,-25.971,-61
vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,50.082,49.918,72.552,27.448,64.27,1.000,bicubic,-37.356,-25.704,-55
hiera_huge_224.mae_in1k_ft_in1k,224,50.078,49.922,71.237,28.763,672.78,0.900,bicubic,-36.762,-26.771,-26
convnext_large.fb_in22k_ft_in1k,288,49.940,50.060,72.208,27.792,197.77,1.000,bicubic,-37.072,-26.004,-39
convnext_large.fb_in22k_ft_in1k,224,49.924,50.076,72.202,27.798,197.77,0.875,bicubic,-36.688,-25.834,-12
nextvit_large.bd_ssld_6m_in1k_384,384,49.795,50.205,72.835,27.165,57.87,1.000,bicubic,-36.749,-25.291,-8
tf_efficientnetv2_xl.in21k_ft_in1k,512,49.757,50.243,72.116,27.884,208.12,1.000,bicubic,-36.997,-25.898,-24
caformer_m36.sail_in22k_ft_in1k,224,49.708,50.292,72.137,27.863,56.20,1.000,bicubic,-36.898,-25.901,-13
tf_efficientnetv2_l.in21k_ft_in1k,384,49.706,50.294,72.739,27.261,118.52,1.000,bicubic,-36.140,-25.027,+52
vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,49.698,50.302,72.874,27.126,86.57,0.950,bicubic,-36.256,-24.850,+46
beit3_base_patch16_224.in22k_ft_in1k,224,49.659,50.341,72.719,27.281,86.66,1.000,bicubic,-35.731,-24.921,+100
nextvit_base.bd_ssld_6m_in1k_384,384,49.645,50.355,72.621,27.379,44.82,1.000,bicubic,-36.727,-25.419,+3
vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,49.567,50.433,71.542,28.458,64.11,0.950,bicubic,-37.041,-26.392,-19
beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,49.523,50.477,72.397,27.603,86.53,0.900,bicubic,-36.971,-25.659,-10
resnet50.fb_swsl_ig1b_ft_in1k,224,49.516,50.484,72.340,27.660,25.56,0.875,bilinear,-31.630,-23.640,+747
hgnet_base.ssld_in1k,224,49.378,50.622,71.528,28.472,71.58,0.965,bicubic,-35.530,-25.814,+157
coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,49.349,50.651,70.837,29.163,73.88,0.950,bicubic,-37.189,-27.058,-18
convnextv2_base.fcmae_ft_in22k_in1k,288,49.162,50.838,71.234,28.767,88.72,1.000,bicubic,-37.832,-26.934,-52
convformer_m36.sail_in22k_ft_in1k_384,384,49.129,50.871,71.385,28.615,57.05,1.000,bicubic,-37.739,-26.737,-45
vit_base_patch32_clip_224.laion2b_ft_in1k,224,49.074,50.926,72.574,27.426,88.22,0.900,bicubic,-33.541,-23.632,+516
convformer_m36.sail_in22k_ft_in1k,224,49.062,50.938,71.475,28.525,57.05,1.000,bicubic,-37.090,-26.377,+14
swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,48.985,51.015,71.379,28.621,196.53,0.900,bicubic,-37.335,-26.511,-5
convnext_base.fb_in22k_ft_in1k,288,48.950,51.050,71.705,28.295,88.59,1.000,bicubic,-37.352,-26.383,-5
beit3_base_patch16_224.indomain_in22k_ft_in1k,224,48.846,51.154,71.522,28.478,86.66,1.000,bicubic,-36.608,-26.098,+77
convnext_base.fb_in22k_ft_in1k,224,48.804,51.196,71.913,28.087,88.59,0.875,bicubic,-37.010,-25.943,+42
hgnetv2_b5.ssld_stage1_in22k_in1k,288,48.800,51.200,71.536,28.464,39.57,1.000,bicubic,-36.130,-25.754,+142
tf_efficientnetv2_l.in21k_ft_in1k,480,48.788,51.212,72.053,27.947,118.52,1.000,bicubic,-38.014,-26.071,-46
swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,48.783,51.217,71.377,28.623,87.92,0.900,bicubic,-37.487,-26.529,-7
coatnet_2_rw_224.sw_in12k_ft_in1k,224,48.761,51.239,70.119,29.881,73.87,0.950,bicubic,-37.821,-27.777,-32
beit_base_patch16_384.in22k_ft_in22k_in1k,384,48.696,51.304,72.094,27.906,86.74,1.000,bicubic,-38.118,-26.042,-50
hgnetv2_b5.ssld_stage2_ft_in1k,288,48.657,51.343,71.379,28.621,39.57,1.000,bicubic,-36.501,-26.209,+103
convnextv2_huge.fcmae_ft_in1k,224,48.582,51.418,69.542,30.458,660.29,0.875,bicubic,-37.678,-28.210,-10
swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,48.523,51.477,71.829,28.171,87.90,1.000,bicubic,-37.919,-26.239,-24
caformer_s36.sail_in22k_ft_in1k_384,384,48.478,51.522,71.509,28.491,39.30,1.000,bicubic,-38.382,-26.711,-59
tf_efficientnetv2_m.in21k_ft_in1k,384,48.445,51.555,71.898,28.102,54.14,1.000,bicubic,-36.323,-25.536,+156
maxvit_base_tf_512.in1k,512,48.246,51.754,70.844,29.156,119.88,1.000,bicubic,-38.352,-27.080,-40
vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,48.213,51.787,70.878,29.122,328.99,0.900,bicubic,-36.221,-26.274,+202
nextvit_large.bd_ssld_6m_in1k,224,48.073,51.927,71.145,28.855,57.87,0.950,bicubic,-37.441,-26.343,+56
nextvit_base.bd_ssld_6m_in1k,224,48.046,51.954,70.715,29.285,44.82,0.950,bicubic,-37.140,-26.885,+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,-38.184,-28.217,-11
vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,47.940,52.060,70.907,29.093,88.30,1.000,bicubic,-37.458,-26.757,+68
vit_base_patch8_224.augreg_in21k_ft_in1k,224,47.773,52.227,70.984,29.016,86.58,0.900,bicubic,-38.065,-26.668,+22
tf_efficientnet_b7.ns_jft_in1k,600,47.724,52.276,69.603,30.398,66.35,0.949,bicubic,-39.126,-28.477,-67
tf_efficientnet_b6.ns_jft_in1k,528,47.708,52.292,69.897,30.103,43.04,0.942,bicubic,-38.768,-27.967,-37
deit3_base_patch16_384.fb_in22k_ft_in1k,384,47.684,52.316,69.738,30.262,86.88,1.000,bicubic,-39.058,-28.372,-60
vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,47.584,52.416,70.058,29.942,88.34,1.000,bicubic,-38.208,-27.576,+23
hrnet_w48_ssld.paddle_in1k,224,47.537,52.463,69.398,30.602,77.47,0.950,bilinear,-36.119,-27.450,+325
vit_base_patch8_224.augreg2_in21k_ft_in1k,224,47.499,52.501,70.334,29.666,86.58,0.900,bicubic,-38.752,-27.507,-25
tf_efficientnetv2_m.in21k_ft_in1k,480,47.458,52.542,70.923,29.077,54.14,1.000,bicubic,-38.556,-27.033,0
hgnet_base.ssld_in1k,288,47.421,52.579,69.322,30.678,71.58,1.000,bicubic,-38.067,-28.308,+48
tf_efficientnet_l2.ns_jft_in1k,800,47.401,52.599,69.844,30.156,480.31,0.960,bicubic,-40.959,-28.812,-144
deit3_base_patch16_224.fb_in22k_ft_in1k,224,47.370,52.630,69.817,30.183,86.59,1.000,bicubic,-38.358,-27.929,+26
tiny_vit_21m_512.dist_in22k_ft_in1k,512,47.238,52.762,70.041,29.959,21.27,1.000,bicubic,-39.206,-27.843,-45
convformer_s36.sail_in22k_ft_in1k_384,384,47.146,52.854,69.496,30.504,40.01,1.000,bicubic,-39.228,-28.484,-40
maxvit_large_tf_512.in1k,512,47.057,52.943,69.575,30.425,212.33,1.000,bicubic,-39.477,-28.309,-55
convnextv2_huge.fcmae_ft_in1k,288,46.884,53.116,67.779,32.221,660.29,1.000,bicubic,-39.734,-30.231,-64
convformer_s36.sail_in22k_ft_in1k,224,46.877,53.123,69.551,30.449,40.01,1.000,bicubic,-38.544,-28.023,+51
convnext_small.fb_in22k_ft_in1k_384,384,46.873,53.127,69.530,30.470,50.22,1.000,bicubic,-38.879,-28.348,+18
caformer_s36.sail_in22k_ft_in1k,224,46.708,53.292,69.773,30.227,39.30,1.000,bicubic,-39.072,-28.059,+11
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,46.517,53.483,69.587,30.413,93.59,0.950,bicubic,-40.013,-28.507,-59
nextvit_small.bd_ssld_6m_in1k_384,384,46.434,53.566,69.153,30.848,31.76,1.000,bicubic,-39.532,-28.751,-8
tiny_vit_21m_384.dist_in22k_ft_in1k,384,46.287,53.713,69.204,30.796,21.23,1.000,bicubic,-39.801,-28.512,-22
maxvit_base_tf_384.in1k,384,46.275,53.725,68.529,31.471,119.65,1.000,bicubic,-40.015,-29.273,-43
beit_base_patch16_224.in22k_ft_in22k_in1k,224,46.260,53.740,69.909,30.091,86.53,0.900,bicubic,-38.978,-27.745,+60
hrnet_w48_ssld.paddle_in1k,288,46.226,53.774,68.136,31.863,77.47,1.000,bilinear,-38.258,-29.088,+160
vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,46.224,53.776,69.302,30.698,88.30,0.950,bicubic,-38.994,-28.096,+59
beitv2_base_patch16_224.in1k_ft_in1k,224,45.998,54.002,67.871,32.129,86.53,0.900,bicubic,-39.598,-29.643,+20
convnextv2_large.fcmae_ft_in1k,224,45.933,54.067,67.014,32.986,197.96,0.875,bicubic,-39.829,-30.559,+7
vit_base_patch16_384.augreg_in21k_ft_in1k,384,45.896,54.104,68.531,31.468,86.86,1.000,bicubic,-40.114,-29.467,-19
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,45.892,54.108,68.571,31.429,93.59,1.000,bicubic,-40.830,-29.613,-84
hiera_large_224.mae_in1k_ft_in1k,224,45.837,54.163,66.260,33.740,213.74,0.900,bicubic,-40.209,-31.386,-26
maxvit_large_tf_384.in1k,384,45.798,54.202,68.123,31.877,212.03,1.000,bicubic,-40.444,-29.561,-48
tf_efficientnet_b8.ap_in1k,672,45.762,54.238,67.905,32.095,87.41,0.954,bicubic,-39.596,-29.393,+41
vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,45.755,54.245,68.883,31.117,88.22,0.900,bicubic,-37.550,-27.645,+361
vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,45.727,54.273,67.679,32.321,60.60,1.000,bicubic,-40.891,-30.289,-84
convnext_small.in12k_ft_in1k_384,384,45.717,54.283,67.830,32.170,50.22,1.000,bicubic,-40.469,-30.090,-45
seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,45.646,54.354,68.856,31.144,93.59,0.875,bicubic,-40.310,-28.968,-22
tf_efficientnet_b5.ns_jft_in1k,456,45.615,54.385,67.854,32.146,30.39,0.934,bicubic,-40.481,-29.890,-39
swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,45.566,54.434,68.506,31.494,87.77,0.900,bicubic,-39.710,-29.172,+41
hgnet_small.ssld_in1k,224,45.354,54.646,67.802,32.197,24.36,0.965,bicubic,-38.464,-29.044,+256
rdnet_large.nv_in1k_ft_in1k_384,384,45.342,54.658,66.655,33.345,186.27,1.000,bicubic,-40.502,-31.025,-19
mvitv2_large.fb_in1k,224,45.310,54.690,65.216,34.783,217.99,0.900,bicubic,-39.954,-31.972,+39
hgnetv2_b4.ssld_stage2_ft_in1k,224,45.267,54.733,67.600,32.400,19.80,0.965,bicubic,-38.433,-29.188,+283
vit_base_patch16_224.augreg2_in21k_ft_in1k,224,45.106,54.894,67.455,32.545,86.57,0.900,bicubic,-40.002,-30.075,+56
vit_base_patch32_clip_224.openai_ft_in1k,224,45.033,54.967,68.469,31.531,88.22,0.900,bicubic,-36.911,-27.503,+567
nextvit_small.bd_ssld_6m_in1k,224,45.020,54.980,67.712,32.288,31.76,0.950,bicubic,-39.852,-29.660,+92
vit_large_patch16_rope_mixed_224.naver_in1k,224,44.953,55.047,65.175,34.825,304.20,0.900,bicubic,-39.887,-31.953,+96
vit_large_patch16_rope_mixed_ape_224.naver_in1k,224,44.939,55.061,65.395,34.605,304.40,0.900,bicubic,-39.907,-32.091,+93
seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,44.904,55.096,67.549,32.451,93.59,1.000,bicubic,-41.620,-30.485,-87
tiny_vit_21m_224.dist_in22k_ft_in1k,224,44.823,55.177,67.555,32.445,21.20,0.950,bicubic,-40.265,-29.697,+56
convnextv2_large.fcmae_ft_in1k,288,44.801,55.199,65.867,34.133,197.96,1.000,bicubic,-41.331,-31.953,-55
vit_large_patch16_rope_ape_224.naver_in1k,224,44.638,55.362,65.156,34.844,304.37,0.900,bicubic,-40.022,-31.990,+109
regnety_160.lion_in12k_ft_in1k,224,44.570,55.430,66.344,33.656,83.59,0.950,bicubic,-41.032,-31.324,-8
volo_d5_512.sail_in1k,512,44.570,55.430,65.753,34.247,296.09,1.150,bicubic,-42.498,-32.217,-131
vit_large_patch16_rope_224.naver_in1k,224,44.546,55.454,65.725,34.275,304.17,0.900,bicubic,-40.100,-31.395,+109
regnety_160.sw_in12k_ft_in1k,224,44.530,55.470,66.510,33.490,83.59,0.950,bicubic,-41.066,-31.159,-10
rdnet_large.nv_in1k,224,44.522,55.478,65.012,34.988,186.27,0.900,bicubic,-40.272,-32.144,+90
vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,44.442,55.558,65.513,34.487,60.40,0.950,bicubic,-41.292,-32.097,-21
convnext_small.in12k_ft_in1k,224,44.326,55.674,66.309,33.691,50.22,0.950,bicubic,-40.838,-31.193,+34
convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,44.312,55.688,66.620,33.380,28.64,1.000,bicubic,-40.786,-31.013,+43
cait_m48_448.fb_dist_in1k,448,44.251,55.749,64.704,35.296,356.46,1.000,bicubic,-42.229,-33.044,-95
deit3_large_patch16_384.fb_in1k,384,44.181,55.819,64.829,35.171,304.76,1.000,bicubic,-41.639,-32.773,-36
dm_nfnet_f6.dm_in1k,448,44.125,55.875,65.883,34.117,438.36,0.956,bicubic,-42.031,-31.879,-69
volo_d5_448.sail_in1k,448,44.100,55.900,65.069,34.931,295.91,1.150,bicubic,-42.874,-32.859,-135
eva02_small_patch14_336.mim_in22k_ft_in1k,336,44.013,55.987,65.932,34.068,22.13,1.000,bicubic,-41.757,-31.684,-33
dm_nfnet_f5.dm_in1k,416,43.929,56.071,64.861,35.139,377.21,0.954,bicubic,-41.783,-32.689,-27
deit3_huge_patch14_224.fb_in1k,224,43.811,56.189,64.328,35.672,632.13,0.900,bicubic,-41.393,-32.858,+20
hgnetv2_b4.ssld_stage2_ft_in1k,288,43.793,56.207,66.394,33.606,19.80,1.000,bicubic,-40.159,-30.672,+201
vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,43.617,56.383,64.106,35.894,60.40,0.950,bicubic,-41.809,-33.372,-2
convnext_small.fb_in22k_ft_in1k,224,43.611,56.389,66.564,33.435,50.22,0.875,bicubic,-40.971,-30.714,+100
convnext_small.fb_in22k_ft_in1k,288,43.593,56.407,66.447,33.553,50.22,1.000,bicubic,-41.683,-31.119,+8
deit3_large_patch16_224.fb_in1k,224,43.557,56.443,63.481,36.519,304.37,0.900,bicubic,-41.215,-33.863,+78
vit_base_r50_s16_384.orig_in21k_ft_in1k,384,43.532,56.468,66.800,33.200,98.95,1.000,bicubic,-41.456,-30.496,+46
hgnet_small.ssld_in1k,288,43.512,56.488,65.722,34.279,24.36,1.000,bicubic,-40.856,-31.408,+138
tf_efficientnet_b4.ns_jft_in1k,380,43.444,56.556,65.464,34.536,19.34,0.922,bicubic,-41.712,-32.018,+20
regnety_120.sw_in12k_ft_in1k,224,43.400,56.600,65.596,34.404,51.82,0.950,bicubic,-41.594,-31.816,+40
dm_nfnet_f3.dm_in1k,320,43.304,56.696,64.228,35.772,254.92,0.940,bicubic,-41.788,-33.158,+27
efficientvit_l3.r384_in1k,384,43.288,56.712,63.173,36.827,246.04,1.000,bicubic,-43.108,-34.467,-107
volo_d5_224.sail_in1k,224,43.282,56.718,64.104,35.896,295.46,0.960,bicubic,-42.794,-33.470,-78
deit3_medium_patch16_224.fb_in22k_ft_in1k,224,43.267,56.733,64.912,35.088,38.85,1.000,bicubic,-41.283,-32.268,+96
vit_base_patch16_224.augreg_in21k_ft_in1k,224,43.261,56.739,65.712,34.288,86.57,0.900,bicubic,-41.273,-31.588,+97
volo_d4_448.sail_in1k,448,43.129,56.871,64.128,35.872,193.41,1.150,bicubic,-43.659,-33.752,-140
hgnetv2_b4.ssld_stage1_in22k_in1k,224,43.086,56.914,65.112,34.888,19.80,0.965,bicubic,-39.806,-31.520,+370
hgnetv2_b3.ssld_stage2_ft_in1k,224,42.968,57.032,65.093,34.907,16.29,0.965,bicubic,-39.946,-31.267,+366
efficientvit_l3.r320_in1k,320,42.956,57.044,62.383,37.617,246.04,1.000,bicubic,-43.274,-35.093,-100
tf_efficientnetv2_l.in1k,384,42.886,57.114,64.071,35.929,118.52,1.000,bicubic,-42.316,-33.353,+4
efficientnet_b5.sw_in12k_ft_in1k,448,42.870,57.130,65.405,34.595,30.39,1.000,bicubic,-43.024,-32.337,-70
dm_nfnet_f4.dm_in1k,384,42.870,57.130,63.471,36.529,316.07,0.951,bicubic,-42.644,-34.206,-32
xcit_large_24_p8_384.fb_dist_in1k,384,42.864,57.136,63.371,36.629,188.93,1.000,bicubic,-43.160,-34.319,-82
regnety_160.lion_in12k_ft_in1k,288,42.764,57.236,64.228,35.772,83.59,1.000,bicubic,-43.240,-33.606,-79
vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,42.728,57.272,64.012,35.988,38.88,0.950,bicubic,-42.228,-33.372,+31
regnety_160.sw_in12k_ft_in1k,288,42.718,57.282,64.322,35.678,83.59,1.000,bicubic,-43.310,-33.514,-86
convnext_small.in12k_ft_in1k,288,42.681,57.319,64.314,35.685,50.22,1.000,bicubic,-42.643,-33.240,-17
maxvit_small_tf_512.in1k,512,42.665,57.335,64.562,35.438,69.13,1.000,bicubic,-43.437,-33.126,-97
efficientvit_l3.r224_in1k,224,42.642,57.358,62.306,37.694,246.04,1.000,bicubic,-43.168,-34.904,-67
xcit_large_24_p8_224.fb_dist_in1k,224,42.573,57.427,63.104,36.896,188.93,1.000,bicubic,-42.823,-34.314,-26
caformer_b36.sail_in1k,224,42.471,57.529,62.870,37.130,98.75,1.000,bicubic,-43.031,-34.446,-41
caformer_b36.sail_in1k_384,384,42.447,57.553,62.815,37.185,98.75,1.000,bicubic,-43.953,-35.009,-128
maxvit_large_tf_224.in1k,224,42.430,57.570,63.393,36.607,211.79,0.950,bicubic,-42.508,-33.587,+26
tf_efficientnet_b8.ra_in1k,672,42.422,57.578,64.823,35.177,87.41,0.954,bicubic,-42.922,-32.569,-25
cait_m36_384.fb_dist_in1k,384,42.392,57.608,63.350,36.650,271.22,1.000,bicubic,-43.668,-34.382,-99
mambaout_base_wide_rw.sw_e500_in1k,224,42.312,57.688,62.300,37.700,94.45,0.950,bicubic,-42.136,-35.028,+93
volo_d4_224.sail_in1k,224,42.310,57.690,62.994,37.006,192.96,0.960,bicubic,-43.558,-34.470,-84
hgnetv2_b3.ssld_stage1_in22k_in1k,224,42.115,57.885,64.059,35.941,16.29,0.965,bicubic,-40.479,-32.305,+401
efficientvit_l2.r288_in1k,288,42.084,57.916,61.404,38.596,63.71,1.000,bicubic,-43.530,-35.960,-61
efficientvit_l3.r256_in1k,256,42.072,57.928,61.542,38.458,246.04,1.000,bicubic,-43.880,-35.798,-89
hiera_base_plus_224.mae_in1k_ft_in1k,224,42.068,57.932,61.736,38.264,69.90,0.900,bicubic,-43.068,-35.426,-9
caformer_s18.sail_in22k_ft_in1k_384,384,42.023,57.977,64.770,35.230,26.34,1.000,bicubic,-43.419,-32.948,-46
deit3_small_patch16_384.fb_in22k_ft_in1k,384,41.964,58.036,64.550,35.450,22.21,1.000,bicubic,-42.882,-32.568,+31
vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,41.915,58.085,63.721,36.279,39.03,0.950,bicubic,-43.641,-33.917,-59
maxvit_tiny_tf_512.in1k,512,41.868,58.132,63.578,36.422,31.05,1.000,bicubic,-43.790,-34.014,-69
efficientnetv2_rw_m.agc_in1k,320,41.848,58.152,62.638,37.362,53.24,1.000,bicubic,-42.448,-34.234,+110
caformer_s36.sail_in1k_384,384,41.773,58.227,62.768,37.232,39.30,1.000,bicubic,-43.989,-34.898,-79
hgnetv2_b4.ssld_stage1_in22k_in1k,288,41.706,58.294,63.727,36.273,19.80,1.000,bicubic,-41.744,-33.193,+253
hgnet_tiny.ssld_in1k,224,41.675,58.325,63.578,36.422,14.74,0.965,bicubic,-40.267,-32.540,+498
mambaout_base_wide_rw.sw_e500_in1k,288,41.669,58.331,61.990,38.010,94.45,1.000,bicubic,-43.297,-35.232,+5
regnetz_e8.ra3_in1k,256,41.653,58.347,63.293,36.707,57.70,0.940,bicubic,-42.765,-33.695,+89
convnextv2_tiny.fcmae_ft_in22k_in1k,224,41.640,58.360,63.841,36.159,28.64,0.875,bicubic,-42.264,-32.821,+157
efficientnet_h_b5.sw_r448_e450_in1k,448,41.636,58.364,62.955,37.045,45.88,1.000,bicubic,-42.782,-34.185,+86
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,+273
convformer_s18.sail_in22k_ft_in1k_384,384,41.563,58.437,63.358,36.642,26.77,1.000,bicubic,-43.441,-34.215,-6
regnety_2560.seer_ft_in1k,384,41.553,58.447,64.906,35.094,"1,282.60",1.000,bicubic,-43.591,-32.538,-25
tf_efficientnetv2_s.in21k_ft_in1k,300,41.530,58.470,64.556,35.444,21.46,1.000,bicubic,-41.818,-32.154,+266
coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,41.494,58.506,61.485,38.515,41.72,0.950,bicubic,-43.446,-35.483,0
caformer_m36.sail_in1k_384,384,41.488,58.512,61.532,38.468,56.20,1.000,bicubic,-44.676,-36.280,-132
tf_efficientnet_b7.ap_in1k,600,41.459,58.541,62.872,37.128,66.35,0.949,bicubic,-43.673,-34.384,-27
tf_efficientnet_b7.ra_in1k,600,41.439,58.561,63.059,36.941,66.35,0.949,bicubic,-43.487,-34.161,+4
hgnetv2_b3.ssld_stage2_ft_in1k,288,41.422,58.578,63.688,36.312,16.29,1.000,bicubic,-42.166,-33.124,+215
vit_base_patch16_rope_mixed_224.naver_in1k,224,41.414,58.586,61.212,38.788,86.44,0.900,bicubic,-42.392,-35.510,+172
tf_efficientnet_b5.ap_in1k,456,41.392,58.608,62.120,37.880,30.39,0.934,bicubic,-42.866,-34.864,+97
dm_nfnet_f5.dm_in1k,544,41.335,58.665,62.019,37.981,377.21,0.954,bicubic,-44.767,-35.739,-133
regnety_120.sw_in12k_ft_in1k,288,41.323,58.677,63.200,36.800,51.82,1.000,bicubic,-44.105,-34.376,-66
dm_nfnet_f3.dm_in1k,416,41.308,58.692,62.135,37.865,254.92,0.940,bicubic,-44.368,-35.441,-93
resnetv2_152x4_bit.goog_in21k_ft_in1k,480,41.304,58.696,64.360,35.640,936.53,1.000,bilinear,-43.632,-33.096,-8
convnextv2_base.fcmae_ft_in1k,224,41.266,58.734,61.430,38.570,88.72,0.875,bicubic,-43.624,-35.658,0
caformer_s18.sail_in22k_ft_in1k,224,41.192,58.808,63.906,36.094,26.34,1.000,bicubic,-42.900,-33.276,+116
dm_nfnet_f6.dm_in1k,576,41.184,58.816,62.821,37.179,438.36,0.956,bicubic,-45.180,-35.079,-161
vit_base_patch16_rope_mixed_ape_224.naver_in1k,224,41.180,58.820,61.229,38.771,86.59,0.900,bicubic,-42.718,-35.523,+141
tf_efficientnet_b6.ap_in1k,528,41.117,58.883,62.377,37.623,43.04,0.942,bicubic,-43.677,-34.761,+9
convnext_tiny.in12k_ft_in1k_384,384,41.097,58.903,62.825,37.175,28.59,1.000,bicubic,-44.057,-34.809,-44
efficientvit_l2.r224_in1k,224,41.074,58.926,60.726,39.274,63.71,1.000,bicubic,-43.972,-36.378,-30
xcit_large_24_p16_384.fb_dist_in1k,384,41.042,58.958,61.265,38.735,189.10,1.000,bicubic,-44.736,-36.265,-111
tf_efficientnetv2_s.in21k_ft_in1k,384,40.997,59.003,63.851,36.149,21.46,1.000,bicubic,-43.335,-33.423,+73
tf_efficientnetv2_l.in1k,480,40.997,59.003,62.027,37.973,118.52,1.000,bicubic,-44.663,-35.445,-102
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,-18
hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,40.924,59.076,62.558,37.442,34.36,0.950,bicubic,-43.988,-34.702,-14
maxvit_base_tf_224.in1k,224,40.883,59.117,61.182,38.818,119.47,0.950,bicubic,-44.001,-35.820,-11
maxvit_small_tf_384.in1k,384,40.858,59.142,62.080,37.920,69.02,1.000,bicubic,-44.676,-35.386,-96
edgenext_base.in21k_ft_in1k,320,40.838,59.162,61.758,38.242,18.51,1.000,bicubic,-43.238,-35.450,+104
mambaout_base_short_rw.sw_e500_in1k,224,40.810,59.190,60.805,39.195,88.83,0.950,bicubic,-43.554,-36.139,+64
resnetrs350.tf_in1k,288,40.730,59.270,61.587,38.413,163.96,1.000,bicubic,-43.574,-35.305,+69
efficientvit_l2.r256_in1k,256,40.675,59.325,60.599,39.401,63.71,1.000,bicubic,-44.705,-36.657,-79
hrnet_w18_ssld.paddle_in1k,224,40.643,59.357,62.304,37.696,21.30,0.950,bilinear,-40.471,-32.818,+574
xcit_medium_24_p8_224.fb_dist_in1k,224,40.508,59.492,60.514,39.486,84.32,1.000,bicubic,-44.570,-36.760,-46
tf_efficientnetv2_m.in1k,384,40.494,59.506,61.799,38.201,54.14,1.000,bicubic,-44.060,-35.259,+20
rexnetr_300.sw_in12k_ft_in1k,224,40.490,59.510,63.159,36.841,34.81,0.950,bicubic,-43.546,-33.833,+105
vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,40.480,59.520,62.774,37.226,36.47,1.000,bicubic,-43.586,-34.536,+98
tf_efficientnet_b4.ap_in1k,380,40.476,59.524,61.746,38.254,19.34,0.922,bicubic,-42.770,-34.646,+244
vit_base_patch16_rope_224.naver_in1k,224,40.433,59.567,60.547,39.453,86.43,0.900,bicubic,-43.281,-36.127,+159
mambaout_base_tall_rw.sw_e500_in1k,224,40.431,59.569,60.396,39.604,86.48,0.950,bicubic,-44.005,-36.560,+38
hgnetv2_b3.ssld_stage1_in22k_in1k,288,40.398,59.602,62.495,37.505,16.29,1.000,bicubic,-42.720,-33.959,+260
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,-35.142,+57
deit3_base_patch16_224.fb_in1k,224,40.378,59.622,60.166,39.834,86.59,0.900,bicubic,-43.422,-36.806,+140
inception_next_base.sail_in1k_384,384,40.339,59.661,60.787,39.213,86.67,1.000,bicubic,-44.863,-36.487,-75
convformer_s18.sail_in22k_ft_in1k,224,40.307,59.693,61.723,38.277,26.77,1.000,bicubic,-43.461,-35.323,+145
ecaresnet269d.ra2_in1k,320,40.295,59.705,61.105,38.895,102.09,0.950,bicubic,-44.429,-36.075,-12
vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,40.290,59.710,61.666,38.334,38.86,0.950,bicubic,-44.152,-35.548,+29
flexivit_large.600ep_in1k,240,40.270,59.730,60.357,39.643,304.36,0.950,bicubic,-45.260,-37.137,-115
hgnet_tiny.ssld_in1k,288,40.231,59.769,61.829,38.171,14.74,1.000,bicubic,-42.297,-34.691,+347
efficientnet_x_b5.sw_r448_e450_in1k,448,40.191,59.809,60.911,39.089,33.44,1.000,bicubic,-44.011,-36.061,+66
deit3_small_patch16_224.fb_in22k_ft_in1k,224,40.184,59.816,61.860,38.140,22.06,1.000,bicubic,-42.898,-34.914,+256
vit_base_patch16_224_miil.in21k_ft_in1k,224,40.184,59.816,60.891,39.109,86.54,0.875,bilinear,-44.095,-35.907,+52
convnext_tiny.in12k_ft_in1k,224,40.170,59.830,61.575,38.425,28.59,0.950,bicubic,-44.022,-35.285,+66
regnetz_e8.ra3_in1k,320,40.132,59.868,61.312,38.688,57.70,1.000,bicubic,-44.884,-35.966,-61
xcit_medium_24_p8_384.fb_dist_in1k,384,40.123,59.877,60.522,39.478,84.32,1.000,bicubic,-45.719,-37.080,-152
maxvit_rmlp_small_rw_224.sw_in1k,224,40.115,59.885,59.478,40.522,64.90,0.900,bicubic,-44.373,-37.294,+7
rdnet_base.nv_in1k,224,40.105,59.895,60.200,39.800,87.45,0.900,bicubic,-44.261,-36.678,+36
convnext_large.fb_in1k,224,40.105,59.895,60.109,39.891,197.77,0.875,bicubic,-44.199,-36.833,+43
efficientvit_l1.r224_in1k,224,40.101,59.899,59.510,40.490,52.65,1.000,bicubic,-44.363,-37.350,+10
vit_base_patch16_rope_ape_224.naver_in1k,224,40.097,59.903,60.042,39.958,86.59,0.900,bicubic,-43.683,-36.568,+126
flexivit_large.1200ep_in1k,240,40.083,59.917,60.638,39.362,304.36,0.950,bicubic,-45.563,-36.908,-138
maxvit_tiny_tf_384.in1k,384,40.054,59.946,60.964,39.036,30.98,1.000,bicubic,-45.052,-36.418,-81
hiera_base_224.mae_in1k_ft_in1k,224,40.048,59.952,60.762,39.238,51.52,0.900,bicubic,-44.480,-36.248,-4
flexivit_large.300ep_in1k,240,40.014,59.986,59.989,40.011,304.36,0.950,bicubic,-45.270,-37.415,-107
mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,39.999,60.001,61.723,38.277,32.59,1.000,bicubic,-44.773,-35.325,-36
edgenext_base.in21k_ft_in1k,256,39.981,60.019,61.212,38.788,18.51,0.950,bicubic,-43.435,-35.588,+190
convnextv2_tiny.fcmae_ft_in22k_in1k,288,39.959,60.041,61.817,38.183,28.64,1.000,bicubic,-44.468,-35.443,+14
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,-123
dm_nfnet_f4.dm_in1k,512,39.922,60.078,60.414,39.586,316.07,0.951,bicubic,-45.916,-37.362,-164
hgnetv2_b2.ssld_stage1_in22k_in1k,224,39.916,60.084,61.677,38.323,11.22,0.965,bicubic,-40.826,-33.823,+594
mambaout_base_short_rw.sw_e500_in1k,288,39.851,60.149,59.901,40.099,88.83,1.000,bicubic,-44.991,-37.385,-49
rdnet_small.nv_in1k,224,39.820,60.180,60.318,39.682,50.44,0.900,bicubic,-43.838,-36.386,+139
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,+55
vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,39.798,60.202,59.807,40.193,63.95,0.950,bicubic,-44.518,-37.003,+25
cait_s36_384.fb_dist_in1k,384,39.767,60.233,60.469,39.531,68.37,1.000,bicubic,-45.691,-37.011,-135
convnextv2_base.fcmae_ft_in1k,288,39.761,60.239,59.850,40.150,88.72,1.000,bicubic,-45.729,-37.530,-139
volo_d3_448.sail_in1k,448,39.704,60.296,59.769,40.231,86.63,1.000,bicubic,-46.810,-37.941,-234
efficientnetv2_rw_m.agc_in1k,416,39.673,60.327,59.691,40.309,53.24,1.000,bicubic,-45.157,-37.457,-54
xception65.ra3_in1k,299,39.649,60.351,60.931,39.069,39.92,0.940,bicubic,-43.537,-35.665,+207
efficientvit_l2.r384_in1k,384,39.643,60.357,59.465,40.535,63.71,1.000,bicubic,-46.341,-38.045,-188
caformer_m36.sail_in1k,224,39.618,60.382,58.698,41.302,56.20,1.000,bicubic,-45.624,-38.528,-118
ecaresnet269d.ra2_in1k,352,39.604,60.396,60.355,39.645,102.09,1.000,bicubic,-45.364,-36.869,-82
mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,39.592,60.408,60.742,39.258,32.59,0.950,bicubic,-45.076,-36.366,-43
eca_nfnet_l2.ra3_in1k,320,39.588,60.412,60.540,39.460,56.72,0.900,bicubic,-44.582,-36.476,+37
resnetrs420.tf_in1k,320,39.557,60.443,60.306,39.694,191.89,1.000,bicubic,-44.683,-36.556,+27
caformer_s36.sail_in1k,224,39.547,60.453,59.779,40.221,39.30,1.000,bicubic,-44.981,-37.243,-26
convformer_b36.sail_in1k,224,39.545,60.455,58.085,41.915,99.88,1.000,bicubic,-45.281,-38.863,-62
efficientnet_h_b5.sw_r448_e450_in1k,576,39.504,60.496,60.386,39.614,45.88,1.000,bicubic,-45.438,-37.004,-85
tf_efficientnet_b3.ns_jft_in1k,300,39.500,60.500,61.426,38.574,12.23,0.904,bicubic,-44.554,-35.500,+49
volo_d3_224.sail_in1k,224,39.486,60.514,59.873,40.127,86.33,0.960,bicubic,-45.954,-37.401,-147
hgnetv2_b2.ssld_stage2_ft_in1k,224,39.468,60.532,61.239,38.761,11.22,0.965,bicubic,-42.096,-34.655,+440
convnext_large.fb_in1k,288,39.468,60.532,59.233,40.767,197.77,1.000,bicubic,-45.394,-37.977,-72
deit3_base_patch16_384.fb_in1k,384,39.417,60.583,58.950,41.050,86.88,1.000,bicubic,-45.671,-38.404,-106
mambaout_base_tall_rw.sw_e500_in1k,288,39.337,60.663,59.671,40.329,86.48,1.000,bicubic,-45.651,-37.663,-96
xcit_small_24_p8_224.fb_dist_in1k,224,39.321,60.679,59.419,40.581,47.63,1.000,bicubic,-45.557,-37.781,-78
xcit_medium_24_p16_224.fb_dist_in1k,224,39.283,60.717,59.482,40.518,84.40,1.000,bicubic,-45.009,-37.454,+7
inception_next_base.sail_in1k,224,39.272,60.728,59.264,40.736,86.67,0.950,bicubic,-44.826,-37.874,+33
convformer_m36.sail_in1k,224,39.242,60.758,57.645,42.355,57.05,1.000,bicubic,-45.244,-39.221,-34
efficientnet_b4.ra2_in1k,320,39.201,60.799,59.942,40.058,19.34,0.875,bicubic,-43.457,-36.192,+269
coat_lite_medium_384.in1k,384,39.185,60.815,59.290,40.710,44.57,1.000,bicubic,-45.705,-38.086,-86
efficientnetv2_rw_s.ra2_in1k,288,39.154,60.846,59.592,40.408,23.94,1.000,bicubic,-43.734,-36.736,+233
efficientnet_b4.ra2_in1k,384,39.134,60.866,59.659,40.341,19.34,1.000,bicubic,-44.334,-36.915,+139
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,+180
vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,39.081,60.919,58.822,41.178,60.23,0.950,bicubic,-44.825,-37.856,+50
hrnet_w18_ssld.paddle_in1k,288,39.079,60.921,60.638,39.362,21.30,1.000,bilinear,-42.973,-35.612,+367
mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,39.032,60.968,60.545,39.455,32.59,1.000,bicubic,-45.958,-36.748,-109
xcit_small_24_p8_384.fb_dist_in1k,384,39.030,60.970,59.205,40.795,47.63,1.000,bicubic,-46.550,-38.343,-179
vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,39.022,60.978,58.633,41.367,86.43,0.950,bicubic,-44.850,-38.043,+57
tresnet_v2_l.miil_in21k_ft_in1k,224,39.008,60.992,59.478,40.522,46.17,0.875,bilinear,-44.902,-37.014,+44
dm_nfnet_f2.dm_in1k,256,39.008,60.992,59.141,40.859,193.78,0.920,bicubic,-45.092,-37.769,+18
maxvit_small_tf_224.in1k,224,39.005,60.995,59.302,40.698,68.93,0.950,bicubic,-45.447,-37.522,-39
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,38.989,61.011,62.487,37.513,236.34,1.000,bicubic,-44.869,-34.643,+54
seresnext101d_32x8d.ah_in1k,224,38.946,61.054,58.942,41.058,93.59,0.950,bicubic,-44.756,-37.852,+92
convformer_b36.sail_in1k_384,384,38.944,61.056,58.398,41.602,99.88,1.000,bicubic,-46.826,-39.124,-201
mambaout_small_rw.sw_e450_in1k,224,38.896,61.104,58.820,41.180,48.50,1.000,bicubic,-45.144,-37.922,+25
convnext_tiny.in12k_ft_in1k,288,38.883,61.117,59.875,40.125,28.59,1.000,bicubic,-45.565,-37.199,-43
coatnet_rmlp_2_rw_224.sw_in1k,224,38.867,61.133,58.081,41.919,73.88,0.950,bicubic,-45.741,-38.663,-69
vit_base_patch32_384.augreg_in21k_ft_in1k,384,38.828,61.172,60.337,39.663,88.30,1.000,bicubic,-44.530,-36.491,+147
nextvit_large.bd_in1k_384,384,38.824,61.176,59.818,40.182,57.87,1.000,bicubic,-46.106,-37.676,-110
regnetz_d32.ra3_in1k,256,38.775,61.225,60.037,39.963,27.58,0.950,bicubic,-44.657,-36.597,+131
tf_efficientnetv2_m.in1k,480,38.757,61.243,59.854,40.146,54.14,1.000,bicubic,-46.451,-37.504,-155
hgnetv2_b2.ssld_stage1_in22k_in1k,288,38.743,61.257,60.300,39.700,11.22,1.000,bicubic,-42.713,-35.716,+433
eca_nfnet_l2.ra3_in1k,384,38.731,61.269,59.504,40.496,56.72,1.000,bicubic,-45.979,-37.488,-88
efficientvit_b3.r288_in1k,288,38.694,61.306,58.410,41.590,48.65,1.000,bicubic,-45.468,-38.322,-1
resnet200d.ra2_in1k,256,38.690,61.310,59.351,40.649,64.69,0.950,bicubic,-44.560,-37.201,+156
efficientvit_b3.r256_in1k,256,38.682,61.318,58.651,41.349,48.65,1.000,bicubic,-45.100,-37.847,+59
resnet152d.ra2_in1k,256,38.672,61.328,59.309,40.691,60.21,0.950,bicubic,-44.488,-37.337,+166
xcit_small_12_p8_384.fb_dist_in1k,384,38.669,61.331,58.999,41.001,26.21,1.000,bicubic,-46.399,-38.265,-139
davit_small.msft_in1k,224,38.651,61.349,58.205,41.795,49.75,0.950,bicubic,-45.601,-38.737,-21
resnetrs270.tf_in1k,256,38.609,61.391,59.300,40.700,129.86,1.000,bicubic,-44.987,-37.316,+91
regnetz_040_h.ra3_in1k,256,38.592,61.408,59.260,40.740,28.94,1.000,bicubic,-45.172,-37.440,+60
convformer_m36.sail_in1k_384,384,38.553,61.447,57.728,42.272,57.05,1.000,bicubic,-47.027,-39.844,-203
mvitv2_small.fb_in1k,224,38.545,61.455,58.119,41.881,34.87,0.900,bicubic,-45.227,-38.439,+56
vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,38.541,61.459,58.785,41.215,38.74,0.950,bicubic,-45.269,-38.039,+44
davit_base.msft_in1k,224,38.501,61.499,57.513,42.487,87.95,0.950,bicubic,-46.151,-39.507,-92
xcit_small_24_p16_384.fb_dist_in1k,384,38.498,61.502,58.404,41.596,47.67,1.000,bicubic,-46.605,-38.914,-154
resnetaa101d.sw_in12k_ft_in1k,224,38.492,61.508,59.288,40.712,44.57,0.950,bicubic,-45.052,-37.540,+92
vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,38.462,61.538,59.382,40.618,22.52,0.950,bicubic,-45.338,-37.202,+43
mvitv2_base.fb_in1k,224,38.462,61.538,57.920,42.080,51.47,0.900,bicubic,-45.962,-38.988,-54
convnext_tiny.fb_in22k_ft_in1k,224,38.458,61.542,60.439,39.561,28.59,0.875,bicubic,-44.442,-35.851,+191
xcit_small_12_p8_224.fb_dist_in1k,224,38.454,61.546,58.836,41.164,26.21,1.000,bicubic,-45.798,-38.038,-32
rexnetr_300.sw_in12k_ft_in1k,288,38.411,61.589,60.569,39.431,34.81,1.000,bicubic,-46.171,-36.845,-91
convformer_s36.sail_in1k,224,38.403,61.597,57.720,42.280,40.01,1.000,bicubic,-45.665,-39.024,-9
fastvit_ma36.apple_dist_in1k,256,38.386,61.614,58.486,41.514,44.07,0.950,bicubic,-46.223,-38.510,-97
hgnetv2_b2.ssld_stage2_ft_in1k,288,38.378,61.622,59.822,40.178,11.22,1.000,bicubic,-43.984,-36.590,+277
seresnextaa101d_32x8d.ah_in1k,224,38.366,61.634,58.356,41.644,93.59,0.950,bicubic,-45.534,-38.292,+12
tf_efficientnet_b5.ra_in1k,456,38.354,61.646,59.930,40.070,30.39,0.934,bicubic,-45.480,-36.834,+24
dm_nfnet_f1.dm_in1k,224,38.283,61.717,58.132,41.868,132.63,0.910,bicubic,-45.161,-38.502,+100
deit_base_distilled_patch16_384.fb_in1k,384,38.250,61.750,57.796,42.204,87.63,1.000,bicubic,-47.188,-39.536,-205
convnext_base.fb_in1k,224,38.236,61.764,58.219,41.781,88.59,0.875,bicubic,-45.602,-38.527,+20
seresnet152d.ra2_in1k,256,38.144,61.856,58.423,41.577,66.84,0.950,bicubic,-45.558,-38.197,+53
xcit_large_24_p8_224.fb_in1k,224,38.138,61.862,57.871,42.129,188.93,1.000,bicubic,-46.242,-39.047,-61
vit_base_patch16_384.orig_in21k_ft_in1k,384,38.126,61.874,60.434,39.566,86.86,1.000,bicubic,-46.086,-36.776,-38
hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,38.085,61.915,58.286,41.714,34.36,0.950,bicubic,-46.479,-38.822,-101
mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,38.055,61.945,58.671,41.329,37.76,0.950,bicubic,-45.941,-38.043,-10
resnetv2_152x2_bit.goog_in21k_ft_in1k,448,38.006,61.994,61.172,38.828,236.34,1.000,bilinear,-46.462,-36.260,-89
repvit_m2_3.dist_450e_in1k,224,37.989,62.011,58.174,41.826,23.69,0.950,bicubic,-45.757,-38.476,+37
pvt_v2_b4.in1k,224,37.953,62.047,58.213,41.787,62.56,0.900,bicubic,-45.757,-38.401,+41
efficientnet_x_b5.sw_r448_e450_in1k,576,37.943,62.057,58.606,41.394,33.44,1.000,bicubic,-46.985,-38.706,-149
mambaout_small_rw.sw_e450_in1k,288,37.918,62.082,57.861,42.139,48.50,1.000,bicubic,-46.686,-39.235,-111
regnetz_040.ra3_in1k,256,37.912,62.088,57.944,42.056,27.12,1.000,bicubic,-45.732,-38.738,+54
cait_s24_384.fb_dist_in1k,384,37.908,62.092,58.068,41.932,47.06,1.000,bicubic,-47.140,-39.282,-172
coat_lite_medium.in1k,224,37.896,62.104,57.824,42.176,44.57,0.900,bicubic,-45.706,-38.890,+57
convnextv2_nano.fcmae_ft_in22k_in1k_384,384,37.886,62.114,59.443,40.557,15.62,1.000,bicubic,-45.480,-37.297,+100
resnet152d.ra2_in1k,320,37.875,62.125,58.384,41.616,60.21,1.000,bicubic,-45.809,-38.314,+43
nextvit_large.bd_in1k,224,37.867,62.133,58.213,41.787,57.87,0.950,bicubic,-45.787,-38.469,+47
convformer_s36.sail_in1k_384,384,37.814,62.186,57.478,42.522,40.01,1.000,bicubic,-47.566,-39.990,-215
fasternet_l.in1k,224,37.764,62.236,57.458,42.542,93.47,1.000,bicubic,-45.752,-39.200,+64
hiera_small_224.mae_in1k_ft_in1k,224,37.763,62.237,57.496,42.504,35.01,0.900,bicubic,-46.125,-39.172,-9
resnetrs420.tf_in1k,416,37.757,62.243,58.221,41.779,191.89,1.000,bicubic,-47.253,-38.889,-176
deit3_medium_patch16_224.fb_in1k,224,37.741,62.259,57.105,42.895,38.85,0.900,bicubic,-45.349,-39.007,+134
resnetrs350.tf_in1k,384,37.739,62.261,58.136,41.864,163.96,1.000,bicubic,-46.971,-39.120,-136
xcit_small_24_p16_224.fb_dist_in1k,224,37.721,62.279,57.356,42.644,47.67,1.000,bicubic,-46.159,-39.378,-9
caformer_s18.sail_in1k_384,384,37.682,62.318,57.602,42.398,26.34,1.000,bicubic,-47.354,-39.752,-182
mambaout_small.in1k,224,37.674,62.326,57.525,42.475,48.49,1.000,bicubic,-46.420,-39.101,-44
vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,37.658,62.342,56.782,43.218,60.40,0.950,bicubic,-45.994,-39.764,+38
convnext_nano.r384_in12k_ft_in1k,384,37.635,62.365,58.893,41.107,15.59,1.000,bicubic,-45.699,-37.731,+95
regnety_640.seer_ft_in1k,384,37.631,62.369,59.842,40.158,281.38,1.000,bicubic,-46.293,-37.084,-27
xcit_small_12_p16_384.fb_dist_in1k,384,37.609,62.391,57.785,42.215,26.25,1.000,bicubic,-47.125,-39.351,-147
pvt_v2_b5.in1k,224,37.546,62.454,57.256,42.744,81.96,0.900,bicubic,-46.214,-39.378,+12
mambaout_base.in1k,224,37.539,62.461,56.645,43.355,84.81,1.000,bicubic,-46.655,-40.023,-63
resnet200d.ra2_in1k,320,37.527,62.473,58.315,41.685,64.69,1.000,bicubic,-46.449,-38.505,-35
vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,37.476,62.524,57.071,42.929,60.40,0.950,bicubic,-46.234,-39.545,+17
maxvit_rmlp_tiny_rw_256.sw_in1k,256,37.407,62.593,57.187,42.813,29.15,0.950,bicubic,-46.819,-39.595,-71
efficientvit_b3.r224_in1k,224,37.370,62.630,57.120,42.880,48.65,0.950,bicubic,-46.074,-39.218,+64
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,37.356,62.644,59.461,40.539,236.34,0.875,bicubic,-45.562,-37.107,+142
regnety_1280.seer_ft_in1k,384,37.350,62.650,59.154,40.846,644.81,1.000,bicubic,-47.076,-37.932,-105
regnetz_d8_evos.ch_in1k,256,37.330,62.670,58.011,41.989,23.46,0.950,bicubic,-46.074,-38.651,+70
mobilenetv4_hybrid_large.e600_r384_in1k,384,37.320,62.680,57.651,42.349,37.76,0.950,bicubic,-46.506,-39.097,-15
convnext_base.fb_in1k,288,37.313,62.687,57.325,42.675,88.59,1.000,bicubic,-47.153,-39.657,-122
resnest269e.in1k,416,37.303,62.697,57.450,42.550,110.93,0.928,bicubic,-47.239,-39.538,-134
vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,37.250,62.750,59.064,40.936,36.43,0.900,bicubic,-44.606,-37.020,+309
resmlp_big_24_224.fb_in22k_ft_in1k,224,37.240,62.760,58.172,41.828,129.14,0.875,bicubic,-47.174,-38.936,-106
edgenext_base.usi_in1k,256,37.220,62.780,57.574,42.426,18.51,0.950,bicubic,-46.464,-39.176,+15
pit_b_distilled_224.in1k,224,37.208,62.792,56.505,43.495,74.79,0.900,bicubic,-46.566,-39.963,-7
rdnet_tiny.nv_in1k,224,37.206,62.794,57.382,42.618,23.86,0.900,bicubic,-45.607,-38.650,+150
repvit_m2_3.dist_300e_in1k,224,37.203,62.797,57.203,42.797,23.69,0.950,bicubic,-46.322,-39.329,+33
cait_s24_224.fb_dist_in1k,224,37.153,62.847,56.716,43.284,46.92,1.000,bicubic,-46.331,-39.870,+41
vit_medium_patch16_reg4_gap_256.sbb_in1k,256,37.148,62.852,57.305,42.695,38.88,0.950,bicubic,-46.318,-39.317,+45
dm_nfnet_f2.dm_in1k,352,37.136,62.864,56.993,43.007,193.78,0.920,bicubic,-48.048,-40.347,-228
pvt_v2_b3.in1k,224,37.128,62.872,57.313,42.687,45.24,0.900,bicubic,-45.992,-39.247,+99
tiny_vit_21m_224.in1k,224,37.120,62.880,57.435,42.565,21.20,0.950,bicubic,-46.148,-39.167,+76
mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,37.116,62.884,57.667,42.333,37.76,1.000,bicubic,-47.236,-39.221,-108
efficientformer_l7.snap_dist_in1k,224,37.114,62.886,56.908,43.092,82.23,0.950,bicubic,-46.282,-39.624,+56
volo_d1_384.sail_in1k,384,37.110,62.890,57.132,42.868,26.78,1.000,bicubic,-48.152,-40.086,-243
fastvit_sa36.apple_dist_in1k,256,37.104,62.896,57.120,42.880,31.53,0.900,bicubic,-46.924,-39.752,-62
vit_base_patch32_224.augreg_in21k_ft_in1k,224,37.098,62.902,59.282,40.718,88.22,0.900,bicubic,-43.634,-36.292,+459
resnetaa101d.sw_in12k_ft_in1k,288,37.090,62.910,57.887,42.113,44.57,1.000,bicubic,-47.024,-39.227,-81
tf_efficientnet_b3.ap_in1k,300,37.085,62.915,57.260,42.740,12.23,0.904,bicubic,-44.757,-38.354,+295
efficientnetv2_rw_s.ra2_in1k,384,37.075,62.925,56.824,43.176,23.94,1.000,bicubic,-46.755,-39.888,-38
maxvit_tiny_tf_224.in1k,224,37.067,62.933,56.928,43.072,30.92,0.950,bicubic,-46.359,-39.656,+43
convnext_small.fb_in1k,224,37.063,62.937,57.128,42.872,50.22,0.875,bicubic,-46.081,-39.304,+84
swinv2_base_window16_256.ms_in1k,256,37.000,63.000,56.138,43.862,87.92,0.900,bicubic,-47.608,-40.926,-167
regnetz_040_h.ra3_in1k,320,36.990,63.010,57.260,42.740,28.94,1.000,bicubic,-47.508,-39.746,-152
xcit_small_12_p16_224.fb_dist_in1k,224,36.949,63.051,56.733,43.267,26.25,1.000,bicubic,-46.405,-39.739,+52
rexnetr_200.sw_in12k_ft_in1k,224,36.935,63.065,58.806,41.194,16.52,0.950,bicubic,-45.667,-37.590,+165
fasternet_m.in1k,224,36.906,63.094,56.741,43.259,53.52,1.000,bicubic,-45.942,-39.647,+121
volo_d1_224.sail_in1k,224,36.906,63.094,56.661,43.339,26.63,0.960,bicubic,-47.242,-40.111,-94
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
seresnet152d.ra2_in1k,320,36.796,63.204,56.714,43.286,66.84,1.000,bicubic,-47.548,-40.330,-125
efficientformerv2_l.snap_dist_in1k,224,36.784,63.216,56.639,43.361,26.32,0.950,bicubic,-46.858,-39.907,-6
eca_nfnet_l1.ra2_in1k,256,36.715,63.285,57.122,42.878,41.41,0.900,bicubic,-46.549,-39.562,+56
seresnext101d_32x8d.ah_in1k,288,36.697,63.303,56.423,43.577,93.59,1.000,bicubic,-47.682,-40.241,-134
maxxvit_rmlp_small_rw_256.sw_in1k,256,36.692,63.308,56.012,43.988,66.01,0.950,bicubic,-47.942,-41.050,-180
regnetz_d8.ra3_in1k,256,36.686,63.314,58.032,41.968,23.37,0.940,bicubic,-46.860,-38.714,+2
resnetrs200.tf_in1k,256,36.656,63.344,56.672,43.328,93.21,1.000,bicubic,-47.228,-40.090,-66
volo_d2_224.sail_in1k,224,36.619,63.381,56.480,43.520,58.68,0.960,bicubic,-48.585,-40.884,-260
caformer_s18.sail_in1k,224,36.617,63.383,55.845,44.155,26.34,1.000,bicubic,-47.047,-40.681,-19
fastvit_ma36.apple_in1k,256,36.572,63.428,56.521,43.479,44.07,0.950,bicubic,-47.312,-40.235,-68
xception65p.ra3_in1k,299,36.568,63.432,56.435,43.565,39.82,0.940,bicubic,-46.592,-39.935,+61
mobilenetv4_hybrid_large.e600_r384_in1k,448,36.558,63.442,56.719,43.281,37.76,1.000,bicubic,-47.706,-40.237,-126
seresnextaa101d_32x8d.ah_in1k,288,36.548,63.452,56.374,43.626,93.59,1.000,bicubic,-48.032,-40.688,-181
fastvit_sa36.apple_in1k,256,36.540,63.460,55.994,44.006,31.53,0.900,bicubic,-46.962,-40.638,+1
nextvit_base.bd_in1k,224,36.538,63.462,56.484,43.516,44.82,0.950,bicubic,-46.960,-40.164,+1
ese_vovnet57b.ra4_e3600_r256_in1k,256,36.521,63.479,56.409,43.591,38.61,0.950,bicubic,-45.939,-39.597,+172
focalnet_base_srf.ms_in1k,224,36.466,63.534,56.199,43.801,88.15,0.900,bicubic,-47.342,-40.461,-58
resnetv2_101x3_bit.goog_in21k_ft_in1k,448,36.444,63.556,59.034,40.966,387.93,1.000,bilinear,-47.986,-38.346,-158
regnetz_d32.ra3_in1k,320,36.428,63.572,57.372,42.628,27.58,0.950,bicubic,-47.600,-39.478,-96
volo_d2_384.sail_in1k,384,36.426,63.574,56.295,43.705,58.87,1.000,bicubic,-49.628,-41.287,-357
deit_base_distilled_patch16_224.fb_in1k,224,36.416,63.584,56.670,43.330,87.34,0.900,bicubic,-46.968,-39.822,+21
efficientnet_b3.ra2_in1k,320,36.414,63.586,56.831,43.169,12.23,1.000,bicubic,-45.882,-39.105,+194
cait_xs24_384.fb_dist_in1k,384,36.409,63.591,56.920,43.080,26.67,1.000,bicubic,-47.655,-39.968,-107
gcvit_base.in1k,224,36.379,63.621,55.900,44.100,90.32,0.875,bicubic,-48.077,-41.318,-173
vit_little_patch16_reg4_gap_256.sbb_in1k,256,36.375,63.625,56.727,43.273,22.52,0.950,bicubic,-46.145,-39.385,+152
dm_nfnet_f1.dm_in1k,320,36.358,63.642,55.717,44.283,132.63,0.910,bicubic,-48.342,-41.461,-208
resnetrs270.tf_in1k,352,36.356,63.644,56.560,43.440,129.86,1.000,bicubic,-48.082,-40.412,-170
vit_medium_patch16_reg1_gap_256.sbb_in1k,256,36.318,63.682,56.283,43.717,38.88,0.950,bicubic,-47.144,-40.265,-3
tresnet_m.miil_in21k_ft_in1k,224,36.269,63.731,55.790,44.210,31.39,0.875,bilinear,-46.821,-40.494,+57
mixer_b16_224.miil_in21k_ft_in1k,224,36.251,63.749,55.965,44.035,59.88,0.875,bilinear,-46.063,-40.021,+180
convnext_small.fb_in1k,288,36.251,63.749,55.934,44.066,50.22,1.000,bicubic,-47.453,-40.857,-48
convformer_s18.sail_in1k_384,384,36.224,63.776,56.051,43.949,26.77,1.000,bicubic,-48.168,-41.059,-163
mambaout_small.in1k,288,36.193,63.807,55.849,44.151,48.49,1.000,bicubic,-48.319,-41.121,-192
regnety_160.deit_in1k,224,36.181,63.819,56.417,43.583,83.59,0.950,bicubic,-46.819,-40.085,+63
deit3_small_patch16_384.fb_in1k,384,36.163,63.837,55.593,44.407,22.21,1.000,bicubic,-47.269,-41.081,-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,+66
mvitv2_tiny.fb_in1k,224,36.120,63.880,55.134,44.866,24.17,0.900,bicubic,-46.288,-41.016,+156
focalnet_base_lrf.ms_in1k,224,36.114,63.886,55.597,44.403,88.75,0.900,bicubic,-47.714,-41.013,-85
tf_efficientnet_b2.ns_jft_in1k,260,36.110,63.890,57.496,42.504,9.11,0.890,bicubic,-46.302,-38.742,+153
convnextv2_tiny.fcmae_ft_in1k,224,36.077,63.923,55.564,44.436,28.64,0.875,bicubic,-46.871,-40.722,+65
resnet152.a1h_in1k,224,36.067,63.933,55.554,44.446,60.19,0.950,bicubic,-46.751,-40.570,+84
regnetz_040.ra3_in1k,320,36.059,63.941,55.749,44.251,27.12,1.000,bicubic,-48.183,-41.187,-151
regnety_320.seer_ft_in1k,384,36.043,63.957,58.467,41.533,145.05,1.000,bicubic,-47.281,-38.245,+11
ecaresnet101d.miil_in1k,224,36.027,63.973,56.195,43.805,44.57,0.875,bicubic,-46.153,-39.867,+191
mobilenetv4_conv_large.e600_r384_in1k,448,35.955,64.045,56.014,43.986,32.59,1.000,bicubic,-47.463,-40.598,-10
mobilenetv4_conv_aa_large.e600_r384_in1k,384,35.945,64.055,55.442,44.558,32.59,0.950,bicubic,-47.319,-40.948,+14
mambaout_base.in1k,288,35.943,64.057,54.829,45.171,84.81,1.000,bicubic,-48.787,-42.105,-234
resnest200e.in1k,320,35.939,64.061,55.865,44.135,70.20,0.909,bicubic,-47.941,-41.015,-105
nextvit_base.bd_in1k_384,384,35.927,64.073,56.226,43.774,44.82,1.000,bicubic,-48.779,-40.994,-232
resnetrs152.tf_in1k,256,35.876,64.124,55.432,44.568,86.62,1.000,bicubic,-47.024,-41.184,+62
dm_nfnet_f0.dm_in1k,192,35.864,64.136,56.537,43.463,71.49,0.900,bicubic,-45.572,-39.135,+287
resnet18.fb_swsl_ig1b_ft_in1k,224,35.862,64.138,58.461,41.539,11.69,0.875,bilinear,-37.424,-33.293,+918
eca_nfnet_l1.ra2_in1k,320,35.849,64.151,55.939,44.061,41.41,1.000,bicubic,-48.213,-41.087,-136
sequencer2d_l.in1k,224,35.823,64.177,55.747,44.253,54.30,0.875,bicubic,-47.583,-40.757,-17
gcvit_small.in1k,224,35.780,64.220,54.908,45.092,51.09,0.875,bicubic,-48.124,-42.056,-119
vit_base_patch16_224.orig_in21k_ft_in1k,224,35.776,64.224,57.399,42.601,86.57,0.900,bicubic,-46.006,-38.637,+236
vit_relpos_medium_patch16_cls_224.sw_in1k,224,35.727,64.273,54.939,45.061,38.76,0.900,bicubic,-46.831,-41.137,+117
ese_vovnet57b.ra4_e3600_r256_in1k,320,35.723,64.277,55.358,44.642,38.61,1.000,bicubic,-47.575,-41.164,-2
resnet101d.ra2_in1k,256,35.721,64.279,55.399,44.601,44.57,0.950,bicubic,-46.533,-40.671,+164
xcit_small_12_p8_224.fb_in1k,224,35.587,64.413,55.619,44.381,26.21,1.000,bicubic,-47.767,-40.801,-14
efficientnet_b3.ra2_in1k,288,35.536,64.464,55.920,44.080,12.23,0.875,bicubic,-45.936,-39.776,+269
flexivit_base.1200ep_in1k,240,35.519,64.481,53.843,46.157,86.59,0.950,bicubic,-49.159,-43.137,-243
vit_small_patch16_384.augreg_in21k_ft_in1k,384,35.517,64.484,57.553,42.447,22.20,1.000,bicubic,-48.297,-39.553,-107
coat_small.in1k,224,35.517,64.484,55.177,44.823,21.69,0.900,bicubic,-46.861,-41.037,+137
xcit_small_24_p8_224.fb_in1k,224,35.515,64.485,54.778,45.222,47.63,1.000,bicubic,-48.339,-41.858,-118
xcit_large_24_p16_224.fb_in1k,224,35.499,64.501,54.758,45.242,189.10,1.000,bicubic,-47.387,-41.122,+49
convnextv2_nano.fcmae_ft_in22k_in1k,224,35.497,64.503,56.378,43.622,15.62,0.875,bicubic,-46.541,-39.796,+187
tf_efficientnet_b5.aa_in1k,456,35.475,64.525,56.199,43.801,30.39,0.934,bicubic,-48.221,-40.513,-81
swinv2_base_window8_256.ms_in1k,256,35.464,64.537,54.635,45.365,87.92,0.900,bicubic,-48.782,-42.267,-179
regnetz_d8_evos.ch_in1k,320,35.462,64.538,55.764,44.236,23.46,1.000,bicubic,-48.677,-41.254,-165
xcit_medium_24_p8_224.fb_in1k,224,35.442,64.558,54.837,45.163,84.32,1.000,bicubic,-48.302,-41.557,-96
gc_efficientnetv2_rw_t.agc_in1k,224,35.436,64.564,55.212,44.788,13.68,1.000,bicubic,-45.840,-40.368,+291
swinv2_small_window16_256.ms_in1k,256,35.422,64.578,54.642,45.358,49.73,0.900,bicubic,-48.794,-42.231,-179
dm_nfnet_f0.dm_in1k,256,35.407,64.594,55.525,44.475,71.49,0.900,bicubic,-48.062,-40.897,-52
efficientnetv2_rw_t.ra2_in1k,224,35.393,64.607,54.982,45.018,13.65,1.000,bicubic,-45.977,-40.568,+275
resnest101e.in1k,256,35.383,64.617,55.786,44.214,48.28,0.875,bilinear,-47.533,-40.524,+33
resnet152.a1h_in1k,288,35.363,64.637,54.650,45.350,60.19,1.000,bicubic,-48.131,-41.872,-60
convit_base.fb_in1k,224,35.318,64.682,54.939,45.061,86.54,0.875,bicubic,-46.978,-41.185,+139
convnext_tiny_hnf.a2h_in1k,224,35.302,64.698,53.860,46.140,28.59,0.950,bicubic,-46.928,-42.000,+146
efficientformer_l3.snap_dist_in1k,224,35.298,64.702,54.493,45.507,31.41,0.950,bicubic,-47.264,-41.757,+93
regnety_080.ra3_in1k,224,35.279,64.721,55.425,44.575,39.18,0.950,bicubic,-47.887,-41.055,-12
focalnet_small_lrf.ms_in1k,224,35.279,64.721,54.922,45.078,50.34,0.900,bicubic,-48.229,-41.664,-69
convformer_s18.sail_in1k,224,35.259,64.741,54.611,45.389,26.77,1.000,bicubic,-47.709,-41.635,+20
xcit_tiny_24_p8_224.fb_dist_in1k,224,35.243,64.757,55.269,44.731,12.11,1.000,bicubic,-47.335,-40.917,+86
edgenext_base.usi_in1k,320,35.241,64.759,55.136,44.864,18.51,1.000,bicubic,-48.729,-41.634,-157
nfnet_l0.ra2_in1k,224,35.220,64.780,55.961,44.039,35.07,0.900,bicubic,-46.650,-40.073,+192
fastvit_sa24.apple_dist_in1k,256,35.216,64.784,54.650,45.350,21.55,0.900,bicubic,-48.152,-41.924,-44
flexivit_base.600ep_in1k,240,35.151,64.849,53.672,46.328,86.59,0.950,bicubic,-49.413,-43.238,-254
swiftformer_l3.dist_in1k,224,35.118,64.882,54.530,45.470,28.49,0.950,bicubic,-47.876,-41.706,+10
regnetz_c16.ra3_in1k,256,35.114,64.886,56.303,43.697,13.46,0.940,bicubic,-47.048,-39.921,+149
twins_svt_large.in1k,224,35.106,64.894,54.709,45.291,99.27,0.900,bicubic,-48.612,-41.891,-115
repvgg_b3g4.rvgg_in1k,224,35.078,64.922,54.756,45.244,83.83,0.875,bilinear,-45.146,-40.344,+434
convnextv2_tiny.fcmae_ft_in1k,288,35.055,64.945,54.206,45.794,28.64,1.000,bicubic,-48.423,-42.512,-73
repvgg_b3.rvgg_in1k,224,35.027,64.973,54.523,45.477,123.09,0.875,bilinear,-45.501,-40.805,+379
regnety_032.ra_in1k,224,35.021,64.979,54.961,45.039,19.44,0.950,bicubic,-46.927,-41.011,+176
regnetz_d8.ra3_in1k,320,35.019,64.981,55.965,44.035,23.37,1.000,bicubic,-49.025,-41.039,-177
repvit_m1_5.dist_450e_in1k,224,35.002,64.998,54.297,45.703,14.64,0.950,bicubic,-47.518,-41.961,+81
rexnetr_200.sw_in12k_ft_in1k,288,34.937,65.063,55.908,44.092,16.52,1.000,bicubic,-48.223,-40.598,-27
repvgg_d2se.rvgg_in1k,320,34.925,65.075,53.524,46.476,133.33,1.000,bilinear,-48.625,-43.138,-93
xcit_tiny_24_p8_384.fb_dist_in1k,384,34.903,65.097,55.110,44.890,12.11,1.000,bicubic,-48.881,-41.606,-136
flexivit_base.300ep_in1k,240,34.876,65.124,53.202,46.798,86.59,0.950,bicubic,-49.526,-43.682,-233
resnet101d.ra2_in1k,320,34.874,65.126,54.181,45.819,44.57,1.000,bicubic,-48.146,-42.275,-9
repvit_m1_5.dist_300e_in1k,224,34.872,65.128,54.385,45.615,14.64,0.950,bicubic,-47.510,-41.641,+96
coatnet_1_rw_224.sw_in1k,224,34.856,65.144,53.438,46.562,41.72,0.950,bicubic,-48.764,-42.944,-107
coatnet_rmlp_1_rw_224.sw_in1k,224,34.809,65.191,53.962,46.038,41.69,0.950,bicubic,-48.541,-42.489,-57
swin_s3_base_224.ms_in1k,224,34.805,65.195,53.731,46.269,71.13,0.900,bicubic,-49.115,-42.919,-174
regnetz_c16_evos.ch_in1k,256,34.803,65.197,56.000,44.000,13.49,0.950,bicubic,-47.137,-40.150,+167
seresnext101_32x8d.ah_in1k,288,34.793,65.207,53.528,46.472,93.57,1.000,bicubic,-49.399,-43.604,-208
resmlp_big_24_224.fb_distilled_in1k,224,34.788,65.213,54.642,45.358,129.14,0.875,bicubic,-48.806,-42.016,-107
maxvit_tiny_rw_224.sw_in1k,224,34.785,65.215,53.357,46.643,29.06,0.950,bicubic,-48.737,-43.131,-99
mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,34.746,65.254,55.348,44.652,11.07,0.950,bicubic,-48.206,-41.122,-7
vit_base_patch16_rpn_224.sw_in1k,224,34.727,65.273,54.650,45.350,86.54,0.900,bicubic,-47.491,-41.346,+115
vit_relpos_base_patch16_clsgap_224.sw_in1k,224,34.719,65.281,54.234,45.766,86.43,0.900,bicubic,-48.039,-41.944,+20
sequencer2d_m.in1k,224,34.711,65.289,54.010,45.990,38.31,0.875,bicubic,-48.125,-42.266,+5
vit_large_patch32_384.orig_in21k_ft_in1k,384,34.709,65.291,55.719,44.281,306.63,1.000,bicubic,-46.799,-40.367,+204
hgnetv2_b1.ssld_stage1_in22k_in1k,224,34.703,65.297,55.733,44.267,6.34,0.965,bicubic,-43.377,-38.439,+638
mobilenetv4_conv_medium.e250_r384_in12k_ft_in1k,384,34.691,65.309,55.696,44.304,9.72,0.950,bicubic,-48.085,-40.752,+13
mambaout_tiny.in1k,224,34.685,65.315,54.564,45.436,26.55,1.000,bicubic,-48.057,-41.170,+16
deit3_small_patch16_224.fb_in1k,224,34.685,65.315,53.141,46.859,22.06,0.900,bicubic,-46.697,-42.477,+230
focalnet_small_srf.ms_in1k,224,34.673,65.326,54.416,45.584,49.89,0.900,bicubic,-48.755,-42.016,-88
resnet101.a1h_in1k,224,34.673,65.326,54.114,45.886,44.55,0.950,bicubic,-47.277,-41.682,+150
convnext_nano.in12k_ft_in1k,224,34.668,65.332,56.102,43.898,15.59,0.950,bicubic,-47.638,-40.235,+91
davit_tiny.msft_in1k,224,34.666,65.334,54.332,45.668,28.36,0.950,bicubic,-48.028,-41.932,+19
ecaresnet101d.miil_in1k,288,34.664,65.336,54.511,45.489,44.57,0.950,bicubic,-48.342,-41.785,-30
vit_relpos_base_patch16_224.sw_in1k,224,34.624,65.376,54.271,45.729,86.43,0.900,bicubic,-47.858,-41.873,+60
resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,34.620,65.380,55.951,44.049,194.03,0.875,bilinear,-47.236,-40.087,+154
repvgg_b2g4.rvgg_in1k,224,34.609,65.391,54.798,45.202,61.76,0.875,bilinear,-44.787,-39.882,+489
resnetv2_101.a1h_in1k,224,34.593,65.407,53.173,46.827,44.54,0.950,bicubic,-47.449,-42.693,+125
mobilenetv4_conv_aa_large.e600_r384_in1k,480,34.587,65.413,54.027,45.973,32.59,1.000,bicubic,-49.239,-42.693,-174
gcvit_tiny.in1k,224,34.542,65.458,53.220,46.780,28.22,0.875,bicubic,-48.858,-43.174,-91
resnetrs200.tf_in1k,320,34.536,65.464,54.271,45.729,93.21,1.000,bicubic,-49.912,-42.601,-277
resnext101_64x4d.c1_in1k,224,34.534,65.466,53.336,46.664,83.46,0.950,bicubic,-47.912,-42.584,+58
mobilenetv4_conv_large.e500_r256_in1k,256,34.528,65.472,54.336,45.664,32.59,0.950,bicubic,-47.336,-41.360,+146
poolformerv2_m48.sail_in1k,224,34.502,65.498,53.980,46.020,73.35,1.000,bicubic,-48.109,-42.088,+24
regnetv_064.ra3_in1k,224,34.501,65.499,55.279,44.721,30.58,0.950,bicubic,-48.617,-41.433,-53
hiera_tiny_224.mae_in1k_ft_in1k,224,34.481,65.519,53.349,46.651,27.91,0.900,bicubic,-48.345,-42.839,-14
tf_efficientnetv2_s.in1k,300,34.461,65.539,54.255,45.745,21.46,1.000,bicubic,-48.701,-42.079,-67
convnextv2_nano.fcmae_ft_in22k_in1k,288,34.424,65.576,55.010,44.990,15.62,1.000,bicubic,-48.242,-41.536,+7
efficientvit_b2.r256_in1k,256,34.420,65.580,53.591,46.409,24.33,1.000,bicubic,-48.292,-42.501,+1
resnetrs152.tf_in1k,320,34.406,65.594,53.532,46.468,86.62,1.000,bicubic,-49.304,-43.140,-159
resnest50d_4s2x40d.in1k,224,34.357,65.643,54.623,45.377,30.42,0.875,bicubic,-46.789,-40.943,+242
pvt_v2_b2_li.in1k,224,34.322,65.678,54.088,45.912,22.55,0.900,bicubic,-47.878,-42.020,+90
vit_small_patch16_rope_mixed_ape_224.naver_in1k,224,34.275,65.725,52.068,47.932,22.06,0.900,bicubic,-46.699,-42.908,+264
crossvit_18_dagger_408.in1k,408,34.239,65.761,53.094,46.906,44.61,1.000,bicubic,-49.959,-43.740,-247
xcit_medium_24_p16_224.fb_in1k,224,34.235,65.765,53.155,46.845,84.40,1.000,bicubic,-48.395,-42.823,+9
tf_efficientnetv2_b3.in21k_ft_in1k,240,34.229,65.771,55.786,44.214,14.36,0.900,bicubic,-46.849,-40.134,+247
resnetrs101.tf_in1k,192,34.220,65.780,54.550,45.450,63.62,0.940,bicubic,-46.486,-40.690,+305
efficientvit_b2.r288_in1k,288,34.190,65.810,53.497,46.503,24.33,1.000,bicubic,-48.888,-42.789,-60
tf_efficientnet_b1.ns_jft_in1k,240,34.184,65.816,55.513,44.487,7.79,0.882,bicubic,-47.204,-40.027,+197
pit_s_distilled_224.in1k,224,34.166,65.834,53.369,46.631,24.04,0.900,bicubic,-47.659,-42.351,+138
efficientnetv2_rw_t.ra2_in1k,288,34.165,65.835,53.155,46.845,13.65,1.000,bicubic,-48.189,-43.023,+54
mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,34.127,65.873,54.554,45.446,11.07,0.950,bicubic,-48.233,-41.702,+51
tf_efficientnet_b4.aa_in1k,380,34.115,65.885,54.212,45.788,19.34,0.922,bicubic,-48.925,-42.086,-62
fastvit_sa24.apple_in1k,256,34.096,65.904,53.760,46.240,21.55,0.900,bicubic,-48.610,-42.518,-13
vit_small_patch16_rope_mixed_224.naver_in1k,224,34.088,65.912,51.506,48.494,21.99,0.900,bicubic,-47.164,-43.550,+211
twins_pcpvt_large.in1k,224,34.080,65.920,54.118,45.882,60.99,0.900,bicubic,-49.078,-42.252,-82
resnetv2_101.a1h_in1k,288,34.078,65.922,52.312,47.688,44.54,1.000,bicubic,-48.924,-44.132,-61
mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,34.070,65.930,54.432,45.568,11.07,1.000,bicubic,-49.320,-42.334,-117
resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,34.064,65.936,55.590,44.410,88.79,0.875,bilinear,-47.556,-40.446,+147
tf_efficientnet_b6.aa_in1k,528,34.062,65.938,54.564,45.436,43.04,0.942,bicubic,-50.062,-42.326,-254
efficientformerv2_s2.snap_dist_in1k,224,34.056,65.944,53.522,46.478,12.71,0.950,bicubic,-48.100,-42.390,+80
mobilenetv4_conv_large.e500_r256_in1k,320,34.054,65.945,53.721,46.279,32.59,1.000,bicubic,-48.617,-42.589,-18
xcit_small_24_p16_224.fb_in1k,224,34.039,65.961,53.271,46.729,47.67,1.000,bicubic,-48.549,-42.725,+4
hgnetv2_b1.ssld_stage2_ft_in1k,224,34.035,65.965,54.855,45.145,6.34,0.965,bicubic,-44.849,-39.629,+513
efficientnet_b3_pruned.in1k,300,34.009,65.991,54.122,45.878,9.86,0.904,bicubic,-46.855,-41.144,+263
nfnet_l0.ra2_in1k,288,34.002,65.999,54.358,45.642,35.07,1.000,bicubic,-48.765,-42.136,-34
regnety_160.deit_in1k,288,33.996,66.004,53.542,46.458,83.59,1.000,bicubic,-49.708,-43.274,-184
gc_efficientnetv2_rw_t.agc_in1k,288,33.994,66.006,53.281,46.719,13.68,1.000,bicubic,-48.492,-43.021,+16
nextvit_small.bd_in1k_384,384,33.990,66.010,53.866,46.134,31.76,1.000,bicubic,-50.046,-43.128,-248
resnext101_64x4d.tv_in1k,224,33.990,66.010,52.516,47.484,83.46,0.875,bilinear,-48.988,-43.758,-68
resnext101_64x4d.c1_in1k,288,33.866,66.134,52.172,47.828,83.46,1.000,bicubic,-49.292,-44.454,-96
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,-154
poolformerv2_s36.sail_in1k,224,33.838,66.162,53.666,46.334,30.79,1.000,bicubic,-47.738,-42.014,+137
vit_small_patch16_rope_224.naver_in1k,224,33.831,66.169,51.656,48.344,21.98,0.900,bicubic,-47.391,-43.364,+197
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,+87
convnext_tiny.fb_in1k,224,33.825,66.175,53.654,46.346,28.59,0.875,bicubic,-48.241,-42.200,+72
nextvit_small.bd_in1k,224,33.815,66.185,53.196,46.804,31.76,0.950,bicubic,-48.811,-43.028,-22
convnextv2_nano.fcmae_ft_in1k,224,33.805,66.195,53.967,46.033,15.62,0.875,bicubic,-48.051,-41.989,+105
repvit_m3.dist_in1k,224,33.789,66.211,53.116,46.884,10.68,0.950,bicubic,-47.705,-42.446,+145
resnet101.a1h_in1k,288,33.770,66.230,53.139,46.861,44.55,1.000,bicubic,-49.026,-43.185,-52
resnetv2_50x3_bit.goog_in21k_ft_in1k,448,33.744,66.256,55.939,44.061,217.32,1.000,bilinear,-50.238,-41.191,-255
hgnetv2_b1.ssld_stage1_in22k_in1k,288,33.722,66.278,54.336,45.664,6.34,1.000,bicubic,-45.328,-40.554,+481
tnt_b_patch16_224.in1k,224,33.713,66.287,53.104,46.896,65.43,0.900,bicubic,-49.151,-43.126,-66
swin_s3_small_224.ms_in1k,224,33.689,66.311,52.408,47.592,49.74,0.900,bicubic,-50.089,-44.052,-217
swinv2_small_window8_256.ms_in1k,256,33.665,66.335,52.778,47.222,49.73,0.900,bicubic,-50.179,-43.872,-237
cs3se_edgenet_x.c2ns_in1k,256,33.652,66.348,52.986,47.014,50.72,0.950,bicubic,-49.116,-43.320,-55
resnet152.tv2_in1k,224,33.634,66.366,51.656,48.344,60.19,0.965,bilinear,-48.660,-44.344,+31
resnet51q.ra2_in1k,288,33.595,66.405,53.041,46.959,35.70,1.000,bilinear,-48.761,-43.141,+16
inception_next_tiny.sail_in1k,224,33.593,66.407,53.045,46.955,28.06,0.875,bicubic,-48.915,-42.955,-9
naflexvit_base_patch16_parfac_gap.e300_s576_in1k,384,33.557,66.443,51.823,48.177,86.46,1.000,bicubic,-49.911,-44.747,-167
xcit_tiny_24_p16_384.fb_dist_in1k,384,33.546,66.454,52.789,47.211,12.12,1.000,bicubic,-49.034,-43.471,-22
mobilenetv4_hybrid_medium.e500_r224_in1k,256,33.522,66.478,52.874,47.126,11.07,1.000,bicubic,-47.762,-42.872,+169
vit_small_patch16_rope_ape_224.naver_in1k,224,33.520,66.480,50.683,49.317,22.06,0.900,bicubic,-47.496,-44.305,+210
vit_relpos_medium_patch16_224.sw_in1k,224,33.506,66.494,52.630,47.370,38.75,0.900,bicubic,-48.956,-43.338,-8
regnety_080.ra3_in1k,288,33.483,66.517,52.899,47.101,39.18,1.000,bicubic,-50.457,-43.985,-265
mobilenetv4_hybrid_medium.e500_r224_in1k,224,33.471,66.529,53.149,46.851,11.07,0.950,bicubic,-46.961,-42.229,+294
cs3edgenet_x.c2_in1k,288,33.465,66.535,52.943,47.057,47.82,1.000,bicubic,-49.269,-43.431,-61
regnety_032.ra_in1k,288,33.455,66.545,52.766,47.234,19.44,1.000,bicubic,-49.269,-43.660,-61
convmixer_1536_20.in1k,224,33.449,66.551,53.055,46.945,51.63,0.960,bicubic,-47.933,-42.399,+149
tf_efficientnetv2_b3.in21k_ft_in1k,300,33.447,66.553,54.986,45.014,14.36,0.900,bicubic,-49.187,-41.642,-47
regnety_064.ra3_in1k,224,33.439,66.561,52.925,47.075,30.58,0.950,bicubic,-49.567,-43.599,-106
sequencer2d_s.in1k,224,33.432,66.568,52.392,47.608,27.65,0.875,bicubic,-48.904,-43.639,+4
regnetz_c16.ra3_in1k,320,33.394,66.606,54.230,45.770,13.46,1.000,bicubic,-49.268,-42.102,-57
crossvit_18_240.in1k,240,33.390,66.610,52.263,47.737,43.27,0.875,bicubic,-49.000,-43.801,-8
gernet_l.idstcv_in1k,256,33.390,66.610,51.793,48.207,31.08,0.875,bilinear,-47.964,-43.949,+148
vit_srelpos_medium_patch16_224.sw_in1k,224,33.380,66.620,52.493,47.507,38.74,0.900,bicubic,-48.876,-43.439,+16
regnetv_040.ra3_in1k,224,33.373,66.627,52.950,47.050,20.64,0.950,bicubic,-49.067,-43.252,-16
crossvit_15_dagger_408.in1k,408,33.351,66.649,52.164,47.836,28.50,1.000,bicubic,-50.491,-44.622,-259
tiny_vit_5m_224.dist_in22k_ft_in1k,224,33.343,66.657,55.057,44.943,5.39,0.950,bicubic,-47.531,-40.611,+217
wide_resnet101_2.tv2_in1k,224,33.278,66.722,51.443,48.557,126.89,0.965,bilinear,-49.236,-44.569,-31
tresnet_xl.miil_in1k,224,33.276,66.724,52.314,47.686,78.44,0.875,bilinear,-48.784,-43.618,+40
crossvit_18_dagger_240.in1k,240,33.274,66.726,52.218,47.782,44.27,0.875,bicubic,-49.220,-43.852,-30
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,+195
resnext101_32x8d.tv2_in1k,176,33.255,66.745,51.318,48.682,88.79,0.875,bilinear,-48.735,-44.398,+47
fbnetv3_g.ra2_in1k,240,33.245,66.755,53.729,46.271,16.62,0.950,bilinear,-48.001,-41.957,+152
nest_base_jx.goog_in1k,224,33.221,66.779,51.831,48.169,67.72,0.875,bicubic,-50.331,-44.534,-211
convnext_tiny.fb_in1k,288,33.180,66.820,52.668,47.332,28.59,1.000,bicubic,-49.514,-43.476,-74
fasternet_s.in1k,224,33.178,66.822,52.852,47.148,31.18,1.000,bicubic,-48.150,-42.826,+136
resnest50d_1s4x24d.in1k,224,33.172,66.828,52.854,47.146,25.68,0.875,bicubic,-47.852,-42.484,+183
convnext_nano.in12k_ft_in1k,288,33.135,66.865,53.982,46.018,15.59,1.000,bicubic,-49.747,-42.580,-104
resnet61q.ra2_in1k,288,33.121,66.879,51.730,48.270,36.85,1.000,bicubic,-49.411,-44.402,-46
mambaout_tiny.in1k,288,33.099,66.900,52.980,47.020,26.55,1.000,bicubic,-50.352,-43.560,-196
vit_relpos_medium_patch16_rpn_224.sw_in1k,224,33.096,66.904,52.394,47.606,38.73,0.900,bicubic,-49.218,-43.316,-13
maxxvit_rmlp_nano_rw_256.sw_in1k,256,33.084,66.916,51.903,48.097,16.78,0.950,bicubic,-49.952,-44.441,-133
tf_efficientnetv2_s.in1k,384,33.084,66.916,51.901,48.099,21.46,1.000,bicubic,-50.816,-44.801,-287
rexnet_300.nav_in1k,224,33.078,66.922,52.377,47.623,34.71,0.875,bicubic,-49.702,-43.853,-97
twins_pcpvt_base.in1k,224,33.066,66.934,52.618,47.382,43.83,0.900,bicubic,-49.658,-43.732,-89
nest_small_jx.goog_in1k,224,33.037,66.963,51.048,48.952,38.35,0.875,bicubic,-50.095,-45.282,-151
hgnetv2_b1.ssld_stage2_ft_in1k,288,33.035,66.965,53.534,46.466,6.34,1.000,bicubic,-46.881,-41.654,+322
pvt_v2_b2.in1k,224,33.035,66.965,52.011,47.989,25.36,0.900,bicubic,-49.027,-43.955,+20
crossvit_base_240.in1k,240,33.025,66.975,51.357,48.643,105.03,0.875,bicubic,-49.187,-44.469,-1
poolformerv2_m36.sail_in1k,224,33.019,66.981,51.854,48.146,56.08,1.000,bicubic,-49.195,-44.042,-3
xcit_tiny_24_p16_224.fb_dist_in1k,224,33.017,66.983,52.078,47.922,12.12,1.000,bicubic,-47.445,-43.124,+250
resnet51q.ra2_in1k,256,32.989,67.011,52.373,47.627,35.70,0.875,bilinear,-48.785,-43.559,+60
rexnet_200.nav_in1k,224,32.972,67.028,52.935,47.065,16.37,0.875,bicubic,-48.664,-42.737,+70
resnest50d.in1k,224,32.960,67.040,52.719,47.281,27.48,0.875,bilinear,-47.998,-42.653,+173
convit_small.fb_in1k,224,32.956,67.044,52.153,47.847,27.78,0.875,bicubic,-48.456,-43.587,+106
naflexvit_base_patch16_par_gap.e300_s576_in1k,384,32.948,67.052,51.050,48.950,86.63,1.000,bicubic,-50.560,-45.320,-224
tf_efficientnet_b3.aa_in1k,300,32.917,67.083,52.933,47.067,12.23,0.904,bicubic,-48.731,-42.791,+64
swin_base_patch4_window12_384.ms_in1k,384,32.911,67.089,51.768,48.232,87.90,1.000,bicubic,-51.567,-45.118,-394
convnext_tiny_hnf.a2h_in1k,288,32.905,67.095,51.198,48.802,28.59,1.000,bicubic,-49.703,-44.826,-82
pnasnet5large.tf_in1k,331,32.899,67.101,50.539,49.461,86.06,0.911,bicubic,-49.915,-45.745,-115
vit_small_patch16_224.augreg_in21k_ft_in1k,224,32.893,67.107,53.941,46.059,22.05,0.900,bicubic,-48.509,-42.209,+102
crossvit_15_dagger_240.in1k,240,32.893,67.107,51.772,48.228,28.21,0.875,bicubic,-49.409,-44.188,-29
twins_svt_base.in1k,224,32.840,67.160,51.487,48.513,56.07,0.900,bicubic,-50.282,-44.943,-166
regnetv_064.ra3_in1k,288,32.830,67.170,52.886,47.114,30.58,1.000,bicubic,-50.916,-43.860,-273
cs3edgenet_x.c2_in1k,256,32.822,67.178,52.182,47.818,47.82,0.887,bicubic,-49.376,-43.774,-14
mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,32.807,67.193,52.530,47.470,11.07,0.950,bicubic,-48.671,-43.162,+79
convnextv2_nano.fcmae_ft_in1k,288,32.805,67.195,52.689,47.311,15.62,1.000,bicubic,-49.685,-43.537,-66
nasnetalarge.tf_in1k,331,32.803,67.197,50.162,49.838,88.75,0.911,bicubic,-49.835,-45.904,-98
hgnet_small.paddle_in1k,224,32.791,67.209,52.465,47.535,24.36,0.965,bicubic,-48.635,-43.381,+90
resnet61q.ra2_in1k,256,32.791,67.209,51.170,48.830,36.85,0.900,bicubic,-49.179,-44.678,+14
resnet152d.gluon_in1k,224,32.764,67.237,51.076,48.924,60.21,0.875,bicubic,-47.712,-44.518,+226
inception_resnet_v2.tf_in1k,299,32.750,67.250,50.671,49.329,55.84,0.897,bicubic,-47.684,-44.641,+235
repvit_m1_1.dist_450e_in1k,224,32.740,67.260,52.675,47.325,8.80,0.950,bicubic,-48.574,-42.893,+102
gernet_m.idstcv_in1k,224,32.732,67.268,51.887,48.113,21.14,0.875,bilinear,-47.970,-43.299,+197
eca_nfnet_l0.ra2_in1k,224,32.712,67.288,53.226,46.774,24.14,0.900,bicubic,-49.050,-42.768,+40
pit_b_224.in1k,224,32.697,67.303,49.842,50.158,73.76,0.900,bicubic,-49.761,-45.862,-69
tf_efficientnet_b2.ap_in1k,260,32.675,67.325,52.253,47.747,9.11,0.890,bicubic,-47.625,-42.779,+250
swin_base_patch4_window7_224.ms_in1k,224,32.644,67.356,51.567,48.433,87.77,0.900,bicubic,-50.960,-44.883,-261
fbnetv3_g.ra2_in1k,288,32.628,67.372,52.895,47.105,16.62,0.950,bilinear,-49.406,-43.168,-6
mobilenetv4_conv_blur_medium.e500_r224_in1k,224,32.628,67.372,52.412,47.588,9.72,0.950,bicubic,-46.818,-42.078,+350
regnety_320.tv2_in1k,224,32.610,67.390,50.292,49.708,145.05,0.965,bicubic,-50.560,-46.124,-195
mobilenetv4_conv_blur_medium.e500_r224_in1k,256,32.604,67.396,52.361,47.639,9.72,1.000,bicubic,-47.548,-42.937,+267
mobilenetv4_conv_medium.e500_r256_in1k,256,32.590,67.409,52.648,47.352,9.72,0.950,bicubic,-47.325,-42.516,+285
swiftformer_l1.dist_in1k,224,32.583,67.417,51.919,48.081,12.06,0.950,bicubic,-48.323,-43.335,+151
resnext101_32x8d.tv2_in1k,224,32.571,67.429,50.154,49.846,88.79,0.965,bilinear,-50.261,-46.080,-147
regnetz_c16_evos.ch_in1k,320,32.563,67.437,52.931,47.069,13.49,0.950,bicubic,-50.097,-43.549,-121
cait_xxs36_384.fb_dist_in1k,384,32.549,67.451,52.257,47.743,17.37,1.000,bicubic,-49.655,-43.891,-38
tresnet_l.miil_in1k,224,32.547,67.453,51.127,48.873,55.99,0.875,bilinear,-48.951,-44.525,+53
naflexvit_base_patch16_gap.e300_s576_in1k,384,32.541,67.459,50.885,49.115,86.63,1.000,bicubic,-50.799,-45.481,-220
wide_resnet50_2.racm_in1k,224,32.486,67.514,51.471,48.529,68.88,0.875,bicubic,-48.980,-43.747,+60
resnet152.a1_in1k,224,32.478,67.522,49.828,50.172,60.19,0.950,bicubic,-49.520,-46.060,-13
gmlp_s16_224.ra3_in1k,224,32.418,67.582,51.832,48.168,19.42,0.875,bicubic,-47.234,-42.792,+319
resnetaa50d.sw_in12k_ft_in1k,224,32.404,67.596,52.516,47.484,25.58,0.950,bicubic,-49.378,-43.606,+18
inception_resnet_v2.tf_ens_adv_in1k,299,32.396,67.604,50.439,49.561,55.84,0.897,bicubic,-47.602,-44.501,+269
deit_base_patch16_224.fb_in1k,224,32.390,67.610,50.986,49.014,86.57,0.900,bicubic,-49.590,-44.754,-14
maxvit_nano_rw_256.sw_in1k,256,32.374,67.626,50.606,49.394,15.45,0.950,bicubic,-50.560,-45.618,-172
mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,32.368,67.632,51.809,48.191,11.07,1.000,bicubic,-50.630,-44.867,-181
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,-216
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,-49.963,-44.574,-70
repvit_m1_1.dist_300e_in1k,224,32.290,67.710,51.964,48.036,8.80,0.950,bicubic,-48.536,-43.210,+149
edgenext_small.usi_in1k,256,32.290,67.710,51.897,48.103,5.59,0.950,bicubic,-48.778,-43.433,+112
deit_small_distilled_patch16_224.fb_in1k,224,32.282,67.718,52.111,47.889,22.44,0.900,bicubic,-48.922,-43.267,+90
poolformerv2_s24.sail_in1k,224,32.274,67.726,51.489,48.511,21.34,1.000,bicubic,-48.472,-43.829,+157
mobilenetv3_large_150d.ra4_e3600_r256_in1k,256,32.251,67.749,51.874,48.126,14.62,0.950,bilinear,-48.743,-43.600,+118
xcit_tiny_24_p8_224.fb_in1k,224,32.245,67.755,51.878,48.122,12.11,1.000,bicubic,-49.643,-44.100,-11
seresnext101_64x4d.gluon_in1k,224,32.203,67.797,50.333,49.667,88.23,0.875,bicubic,-48.681,-44.975,+133
regnetx_320.tv2_in1k,224,32.202,67.799,49.364,50.636,107.81,0.965,bicubic,-50.622,-46.836,-167
gcvit_xtiny.in1k,224,32.133,67.867,51.115,48.885,19.98,0.875,bicubic,-49.831,-44.851,-25
coat_lite_small.in1k,224,32.127,67.873,49.983,50.017,19.84,0.900,bicubic,-50.177,-45.871,-78
seresnext101_32x4d.gluon_in1k,224,32.119,67.881,51.221,48.779,48.96,0.875,bicubic,-48.767,-44.047,+128
efficientvit_b2.r224_in1k,224,32.099,67.901,50.936,49.064,24.33,0.950,bicubic,-50.063,-44.774,-54
tiny_vit_11m_224.in1k,224,32.093,67.907,51.306,48.694,11.00,0.950,bicubic,-49.445,-44.564,+21
coatnext_nano_rw_224.sw_in1k,224,32.084,67.916,51.031,48.969,14.70,0.900,bicubic,-49.914,-44.263,-37
flexivit_small.1200ep_in1k,240,32.078,67.922,50.315,49.685,22.06,0.950,bicubic,-50.498,-45.837,-126
tf_efficientnet_b7.aa_in1k,600,32.068,67.932,52.133,47.867,66.35,0.949,bicubic,-52.356,-44.731,-435
focalnet_tiny_lrf.ms_in1k,224,32.060,67.940,51.428,48.572,28.65,0.900,bicubic,-50.114,-44.520,-64
maxxvitv2_nano_rw_256.sw_in1k,256,32.060,67.940,50.323,49.677,23.70,0.950,bicubic,-51.048,-46.009,-215
resnetv2_50d_gn.ah_in1k,224,32.021,67.979,51.213,48.787,25.57,0.950,bicubic,-48.779,-44.143,+137
seresnext50_32x4d.racm_in1k,224,32.005,67.995,51.255,48.745,27.56,0.875,bicubic,-49.263,-44.369,+62
deit_base_patch16_384.fb_in1k,384,31.981,68.019,50.539,49.461,86.86,1.000,bicubic,-51.127,-45.837,-220
maxvit_rmlp_nano_rw_256.sw_in1k,256,31.971,68.028,50.618,49.382,15.50,0.950,bicubic,-51.006,-45.634,-204
mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,31.958,68.042,51.463,48.537,11.07,1.000,bicubic,-50.542,-44.823,-124
xcit_tiny_12_p8_224.fb_dist_in1k,224,31.944,68.056,51.388,48.612,6.71,1.000,bicubic,-49.270,-44.226,+67
wide_resnet101_2.tv2_in1k,176,31.909,68.091,49.527,50.473,126.89,0.875,bilinear,-48.585,-45.411,+169
hgnetv2_b0.ssld_stage1_in22k_in1k,224,31.905,68.095,52.308,47.692,6.00,0.965,bicubic,-44.963,-41.312,+543
coatnet_bn_0_rw_224.sw_in1k,224,31.873,68.127,51.001,48.999,27.44,0.950,bicubic,-50.521,-45.221,-113
levit_conv_384.fb_dist_in1k,224,31.873,68.127,50.624,49.376,39.13,0.900,bicubic,-50.727,-45.396,-147
levit_384.fb_dist_in1k,224,31.871,68.129,50.622,49.378,39.13,0.900,bicubic,-50.729,-45.398,-149
ecaresnet50t.ra2_in1k,256,31.867,68.133,51.766,48.234,25.57,0.875,bicubic,-49.583,-43.912,+24
resnetrs101.tf_in1k,288,31.865,68.135,51.019,48.981,63.62,0.940,bicubic,-50.423,-44.981,-94
cs3se_edgenet_x.c2ns_in1k,320,31.861,68.138,50.822,49.178,50.72,1.000,bicubic,-51.688,-45.844,-307
mobilenetv4_conv_medium.e500_r256_in1k,320,31.856,68.144,51.781,48.219,9.72,1.000,bicubic,-49.034,-43.969,+105
vit_wee_patch16_reg1_gap_256.sbb_in1k,256,31.854,68.146,51.540,48.460,13.42,0.950,bicubic,-48.408,-43.820,+201
mobilenetv4_conv_medium.e500_r224_in1k,224,31.838,68.162,51.540,48.460,9.72,0.950,bicubic,-47.254,-43.248,+338
mobilenetv4_conv_medium.e500_r224_in1k,256,31.828,68.172,51.583,48.417,9.72,1.000,bicubic,-48.008,-43.609,+251
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,+9
flexivit_small.600ep_in1k,240,31.755,68.245,49.614,50.386,22.06,0.950,bicubic,-50.633,-46.428,-122
tf_efficientnetv2_b3.in1k,240,31.738,68.262,51.111,48.889,14.36,0.904,bicubic,-48.970,-44.319,+130
convnextv2_pico.fcmae_ft_in1k,224,31.720,68.280,51.164,48.836,9.07,0.875,bicubic,-48.584,-43.918,+186
poolformer_m48.sail_in1k,224,31.669,68.331,49.842,50.158,73.47,0.950,bicubic,-50.793,-46.244,-136
tnt_s_legacy_patch16_224.in1k,224,31.663,68.337,51.170,48.830,23.76,0.900,bicubic,-49.849,-44.572,-6
convnext_tiny.fb_in22k_ft_in1k,288,31.643,68.357,51.768,48.232,28.59,1.000,bicubic,-47.307,-42.512,+344
resnetv2_50x1_bit.goog_distilled_in1k,224,31.640,68.361,51.312,48.688,25.55,0.875,bicubic,-51.180,-45.214,-202
efficientnet_b1.ra4_e3600_r240_in1k,240,31.634,68.366,50.486,49.514,7.79,0.900,bicubic,-48.770,-44.666,+168
eca_nfnet_l0.ra2_in1k,288,31.624,68.376,51.610,48.390,24.14,1.000,bicubic,-50.966,-44.876,-162
efficientnet_b1.ra4_e3600_r240_in1k,288,31.618,68.382,50.630,49.370,7.79,1.000,bicubic,-49.826,-45.068,+8
focalnet_tiny_srf.ms_in1k,224,31.616,68.384,50.868,49.132,28.43,0.900,bicubic,-50.530,-45.104,-88
resnet50.ram_in1k,224,31.594,68.406,50.205,49.795,25.56,0.875,bicubic,-47.440,-44.181,+333
xception41p.ra3_in1k,299,31.563,68.437,50.368,49.632,26.91,0.940,bicubic,-50.415,-45.416,-68
mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,31.553,68.447,50.893,49.107,8.46,0.900,bicubic,-48.563,-44.101,+200
coatnet_rmlp_nano_rw_224.sw_in1k,224,31.553,68.447,50.215,49.785,15.15,0.900,bicubic,-50.511,-45.659,-84
mobilevitv2_200.cvnets_in22k_ft_in1k,256,31.543,68.457,51.834,48.166,18.45,0.888,bicubic,-50.777,-44.108,-126
wide_resnet50_2.racm_in1k,288,31.520,68.480,50.382,49.618,68.88,0.950,bicubic,-50.740,-45.680,-115
nf_resnet50.ra2_in1k,256,31.492,68.508,50.765,49.235,25.56,0.940,bicubic,-48.744,-44.339,+187
hgnetv2_b0.ssld_stage2_ft_in1k,224,31.486,68.514,51.734,48.266,6.00,0.965,bicubic,-45.876,-42.074,+476
regnety_064.ra3_in1k,288,31.466,68.534,50.490,49.510,30.58,1.000,bicubic,-52.249,-46.234,-362
poolformer_m36.sail_in1k,224,31.463,68.537,50.025,49.975,56.17,0.950,bicubic,-50.641,-45.673,-95
resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,31.455,68.545,52.151,47.849,44.18,0.875,bilinear,-49.481,-43.581,+73
flexivit_small.300ep_in1k,240,31.455,68.545,49.225,50.775,22.06,0.950,bicubic,-50.715,-46.807,-105
repvit_m1_0.dist_450e_in1k,224,31.443,68.557,50.677,49.323,7.30,0.950,bicubic,-48.987,-44.245,+149
rexnet_150.nav_in1k,224,31.431,68.569,51.325,48.675,9.73,0.875,bicubic,-48.891,-43.655,+161
resnet152.a1_in1k,288,31.431,68.569,48.671,51.329,60.19,1.000,bicubic,-51.311,-47.427,-210
mobilenetv3_large_150d.ra4_e3600_r256_in1k,320,31.415,68.585,50.844,49.156,14.62,1.000,bilinear,-50.417,-45.034,-59
resnet50.b1k_in1k,224,31.410,68.591,50.648,49.352,25.56,0.950,bicubic,-48.154,-43.974,+252
inception_v4.tf_in1k,299,31.388,68.612,49.248,50.752,42.68,0.875,bicubic,-48.756,-45.734,+185
resnet101.tv2_in1k,224,31.366,68.634,49.578,50.422,44.55,0.965,bilinear,-50.540,-46.190,-73
efficientformer_l1.snap_dist_in1k,224,31.358,68.642,50.514,49.486,12.29,0.950,bicubic,-49.144,-44.478,+125
repvit_m2.dist_in1k,224,31.335,68.665,50.675,49.325,8.80,0.950,bicubic,-49.133,-44.497,+129
pit_s_224.in1k,224,31.325,68.675,49.685,50.315,23.46,0.900,bicubic,-49.789,-45.953,+36
regnety_032.tv2_in1k,224,31.311,68.689,50.139,49.861,19.44,0.965,bicubic,-50.477,-45.687,-62
swinv2_tiny_window16_256.ms_in1k,256,31.299,68.701,49.683,50.317,28.35,0.900,bicubic,-51.529,-46.539,-233
crossvit_15_240.in1k,240,31.297,68.703,50.197,49.803,27.53,0.875,bicubic,-50.225,-45.497,-38
coatnet_0_rw_224.sw_in1k,224,31.284,68.716,48.651,51.349,27.44,0.950,bicubic,-51.112,-47.193,-162
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,240,31.274,68.726,50.194,49.806,26.86,0.875,bicubic,-49.762,-45.272,+42
cait_xxs36_224.fb_dist_in1k,224,31.272,68.728,50.624,49.376,17.30,1.000,bicubic,-48.478,-44.242,+221
repvit_m1_0.dist_300e_in1k,224,31.262,68.738,50.822,49.178,7.30,0.950,bicubic,-48.890,-43.948,+172
cspresnet50.ra_in1k,256,31.256,68.744,51.241,48.759,21.62,0.887,bilinear,-48.322,-43.457,+237
swinv2_cr_small_224.sw_in1k,224,31.254,68.746,48.761,51.239,49.70,0.900,bicubic,-51.872,-47.349,-284
hgnetv2_b0.ssld_stage1_in22k_in1k,288,31.239,68.761,51.510,48.490,6.00,1.000,bicubic,-46.799,-42.734,+394
convmixer_768_32.in1k,224,31.235,68.765,50.936,49.064,21.11,0.960,bicubic,-48.923,-44.134,+166
cspresnext50.ra_in1k,256,31.221,68.779,50.911,49.089,20.57,0.887,bilinear,-49.327,-44.419,+103
vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,31.219,68.781,51.103,48.897,15.25,0.950,bicubic,-48.863,-44.035,+170
swin_s3_tiny_224.ms_in1k,224,31.219,68.781,49.714,50.286,28.33,0.900,bicubic,-50.909,-46.244,-123
mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,31.213,68.787,50.339,49.661,8.46,0.950,bicubic,-49.471,-45.103,+85
regnetv_040.ra3_in1k,288,31.213,68.787,50.109,49.891,20.64,1.000,bicubic,-51.991,-46.573,-305
coat_mini.in1k,224,31.213,68.787,49.787,50.213,10.34,0.900,bicubic,-50.107,-45.601,-12
xcit_tiny_12_p8_384.fb_dist_in1k,384,31.201,68.799,50.512,49.488,6.71,1.000,bicubic,-51.193,-45.682,-176
resnet50d.ra4_e3600_r224_in1k,224,31.189,68.811,49.895,50.105,25.58,0.950,bicubic,-49.767,-45.485,+38
resnet152.tv2_in1k,176,31.176,68.824,48.737,51.263,60.19,0.875,bilinear,-49.046,-45.913,+154
fastvit_sa12.apple_dist_in1k,256,31.172,68.828,49.989,50.011,11.58,0.900,bicubic,-50.666,-45.711,-88
resnet101.a1_in1k,224,31.162,68.838,48.052,51.948,44.55,0.950,bicubic,-50.332,-47.112,-50
ecaresnetlight.miil_in1k,224,31.152,68.848,50.262,49.738,30.16,0.875,bicubic,-49.302,-44.986,+109
resnet101s.gluon_in1k,224,31.146,68.854,49.820,50.180,44.67,0.875,bicubic,-49.132,-45.340,+137
convnext_nano.d1h_in1k,224,31.140,68.860,50.072,49.928,15.59,0.950,bicubic,-49.622,-45.260,+64
repvit_m0_9.dist_300e_in1k,224,31.131,68.870,50.769,49.231,5.49,0.950,bicubic,-47.522,-43.345,+324
edgenext_small.usi_in1k,320,31.123,68.877,50.160,49.840,5.59,1.000,bicubic,-50.451,-45.552,-69
resnet152.a3_in1k,160,31.117,68.883,49.260,50.740,60.19,0.950,bicubic,-47.779,-44.880,+293
coatnet_nano_rw_224.sw_in1k,224,31.103,68.897,49.575,50.425,15.14,0.900,bicubic,-50.601,-46.075,-83
resmlp_36_224.fb_distilled_in1k,224,31.099,68.901,49.693,50.307,44.69,0.875,bicubic,-50.051,-45.815,-3
tf_efficientnet_cc_b0_8e.in1k,224,31.089,68.911,50.795,49.205,24.01,0.875,bicubic,-46.867,-42.843,+382
ecaresnet50d.miil_in1k,224,31.085,68.915,50.870,49.130,25.58,0.875,bicubic,-49.549,-44.441,+77
convnext_nano_ols.d1h_in1k,224,31.068,68.932,49.828,50.172,15.65,0.950,bicubic,-49.838,-45.546,+32
ecaresnet50t.ra2_in1k,320,31.046,68.954,50.600,49.400,25.57,0.950,bicubic,-51.324,-45.520,-186
resnet50d.ra2_in1k,224,31.038,68.962,49.844,50.156,25.58,0.875,bicubic,-49.508,-45.316,+82
cs3sedarknet_x.c2ns_in1k,288,31.026,68.974,50.162,49.838,35.40,1.000,bicubic,-51.628,-46.186,-239
gcresnet50t.ra2_in1k,256,31.020,68.980,50.125,49.875,25.90,0.900,bicubic,-49.924,-45.333,+23
resnet152.a2_in1k,224,31.013,68.987,47.798,52.202,60.19,0.950,bicubic,-50.751,-47.472,-95
regnety_160.tv2_in1k,224,31.011,68.989,49.105,50.895,83.59,0.965,bicubic,-51.635,-47.125,-241
resnext101_64x4d.gluon_in1k,224,31.011,68.989,48.533,51.467,83.46,0.875,bicubic,-49.629,-46.467,+68
cspdarknet53.ra_in1k,256,31.007,68.993,50.392,49.608,27.64,0.887,bilinear,-49.071,-44.668,+144
tresnet_m.miil_in1k,224,31.001,68.999,48.694,51.306,31.39,0.875,bilinear,-49.815,-46.168,+39
resnet152c.gluon_in1k,224,30.995,69.005,48.950,51.050,60.21,0.875,bicubic,-48.909,-45.904,+159
twins_svt_small.in1k,224,30.971,69.029,49.235,50.765,24.06,0.900,bicubic,-50.723,-46.435,-97
gcresnet50t.ra2_in1k,288,30.958,69.042,50.068,49.932,25.90,1.000,bicubic,-50.500,-45.656,-64
cs3sedarknet_x.c2ns_in1k,256,30.916,69.084,49.971,50.029,35.40,0.887,bicubic,-51.010,-46.051,-125
resnext50_32x4d.a1h_in1k,224,30.916,69.084,49.240,50.760,25.03,0.950,bicubic,-50.224,-46.079,-15
regnety_080_tv.tv2_in1k,224,30.912,69.088,48.706,51.294,39.38,0.965,bicubic,-51.668,-47.548,-233
hgnetv2_b0.ssld_stage2_ft_in1k,288,30.904,69.096,51.048,48.952,6.00,1.000,bicubic,-47.686,-43.340,+301
ecaresnet101d_pruned.miil_in1k,224,30.904,69.096,50.015,49.985,24.88,0.875,bicubic,-49.906,-45.627,+34
tf_efficientnet_cc_b1_8e.in1k,240,30.893,69.107,50.084,49.916,39.72,0.882,bicubic,-48.425,-44.300,+225
resmlp_24_224.fb_distilled_in1k,224,30.891,69.109,50.144,49.856,30.02,0.875,bicubic,-49.875,-45.076,+36
resnetaa50.a1h_in1k,224,30.885,69.115,49.514,50.486,25.56,0.950,bicubic,-49.729,-45.698,+57
tf_efficientnetv2_b3.in1k,300,30.883,69.117,49.808,50.192,14.36,0.904,bicubic,-51.077,-46.124,-140
resnet50.b2k_in1k,224,30.883,69.117,49.394,50.606,25.56,0.950,bicubic,-48.505,-45.282,+211
repvit_m0_9.dist_450e_in1k,224,30.879,69.121,50.144,49.856,5.49,0.950,bicubic,-48.179,-44.244,+252
resnext101_32x4d.gluon_in1k,224,30.873,69.127,48.543,51.457,44.18,0.875,bicubic,-49.463,-46.365,+94
tf_efficientnet_lite4.in1k,380,30.838,69.162,50.400,49.600,13.01,0.920,bilinear,-50.702,-45.268,-96
resnet50.c1_in1k,224,30.832,69.168,49.465,50.535,25.56,0.950,bicubic,-48.934,-45.489,+165
cs3darknet_x.c2ns_in1k,256,30.826,69.174,49.698,50.302,35.05,0.950,bicubic,-51.030,-46.042,-131
resnetaa50d.sw_in12k_ft_in1k,288,30.818,69.182,50.583,49.417,25.58,1.000,bicubic,-51.838,-45.909,-265
efficientvit_b1.r288_in1k,288,30.791,69.210,49.975,50.025,9.10,1.000,bicubic,-49.532,-45.189,+91
resnetv2_50d_evos.ah_in1k,224,30.757,69.243,48.812,51.188,25.59,0.950,bicubic,-50.071,-46.458,+16
dpn68b.ra_in1k,224,30.747,69.253,49.506,50.494,12.61,0.950,bicubic,-47.799,-44.590,+293
wide_resnet50_2.tv2_in1k,176,30.726,69.274,48.889,51.111,68.88,0.875,bilinear,-49.716,-46.187,+70
nf_resnet50.ra2_in1k,288,30.718,69.282,49.952,50.048,25.56,0.940,bicubic,-49.940,-45.398,+38
xcit_tiny_24_p16_224.fb_in1k,224,30.716,69.284,50.390,49.610,12.12,1.000,bicubic,-48.758,-44.488,+189
poolformer_s36.sail_in1k,224,30.708,69.292,49.463,50.537,30.86,0.900,bicubic,-50.720,-46.167,-80
ese_vovnet39b.ra_in1k,224,30.694,69.306,49.885,50.115,24.57,0.875,bicubic,-48.618,-44.837,+208
resnetv2_34.ra4_e3600_r224_in1k,224,30.675,69.325,49.011,50.989,21.80,0.900,bicubic,-46.951,-44.507,+369
hgnet_small.paddle_in1k,288,30.661,69.339,49.962,50.038,24.36,1.000,bicubic,-51.561,-46.262,-198
dpn107.mx_in1k,224,30.657,69.343,48.747,51.253,86.92,0.875,bicubic,-49.509,-46.185,+104
resnet152.gluon_in1k,224,30.639,69.361,48.525,51.475,60.19,0.875,bicubic,-49.073,-46.195,+158
tresnet_xl.miil_in1k_448,448,30.633,69.367,49.117,50.883,78.44,0.875,bilinear,-52.433,-47.063,-338
resnet50.a1h_in1k,224,30.625,69.374,49.419,50.581,25.56,1.000,bicubic,-50.028,-45.893,+30
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,+78
haloregnetz_b.ra3_in1k,224,30.590,69.410,48.985,51.015,11.68,0.940,bicubic,-50.468,-46.211,-32
resnetv2_34.ra4_e3600_r224_in1k,288,30.567,69.433,48.559,51.441,21.80,1.000,bicubic,-48.503,-46.001,+227
hgnet_tiny.paddle_in1k,224,30.561,69.439,50.109,49.891,14.74,0.965,bicubic,-49.331,-44.945,+127
regnetx_080.tv2_in1k,224,30.557,69.443,48.093,51.907,39.57,0.965,bicubic,-50.995,-47.447,-120
pit_xs_distilled_224.in1k,224,30.555,69.445,50.172,49.828,11.00,0.900,bicubic,-48.617,-44.178,+215
regnetz_b16.ra3_in1k,224,30.537,69.463,49.297,50.703,9.72,0.940,bicubic,-49.327,-45.684,+128
resnet50.a1h_in1k,176,30.535,69.465,49.309,50.691,25.56,0.900,bicubic,-48.729,-45.189,+200
mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,30.531,69.469,50.569,49.431,18.45,1.000,bicubic,-52.899,-46.007,-405
resnet101d.gluon_in1k,224,30.515,69.485,47.977,52.023,44.57,0.875,bicubic,-49.951,-47.329,+44
resnest26d.gluon_in1k,224,30.494,69.506,50.642,49.358,17.07,0.875,bilinear,-47.982,-43.658,+280
efficientnet_b2.ra_in1k,288,30.492,69.508,49.698,50.302,9.11,1.000,bicubic,-50.120,-45.622,+24
resnet50.ram_in1k,288,30.447,69.553,49.020,50.980,25.56,0.950,bicubic,-49.535,-46.018,+106
efficientformerv2_s1.snap_dist_in1k,224,30.445,69.555,49.620,50.380,6.19,0.950,bicubic,-49.239,-45.092,+145
resnetv2_34d.ra4_e3600_r384_in1k,384,30.437,69.563,48.922,51.078,21.82,1.000,bicubic,-49.355,-45.980,+132
cs3darknet_x.c2ns_in1k,288,30.435,69.565,49.180,50.820,35.05,1.000,bicubic,-51.799,-47.054,-220
tf_efficientnet_b1.ap_in1k,240,30.433,69.567,49.604,50.396,7.79,0.882,bicubic,-48.855,-44.712,+189
resnetv2_50.a1h_in1k,224,30.429,69.571,48.918,51.082,25.55,0.950,bicubic,-49.981,-46.164,+48
resnet50d.ra2_in1k,288,30.405,69.595,48.769,51.231,25.58,0.950,bicubic,-50.949,-46.789,-96
twins_pcpvt_small.in1k,224,30.401,69.599,49.382,50.618,24.11,0.900,bicubic,-50.715,-46.242,-62
resnet50.d_in1k,224,30.399,69.600,48.164,51.836,25.56,0.950,bicubic,-49.504,-46.674,+108
xcit_tiny_12_p16_384.fb_dist_in1k,384,30.394,69.606,50.105,49.895,6.72,1.000,bicubic,-50.560,-45.533,-38
ecaresnetlight.miil_in1k,288,30.366,69.634,49.187,50.813,30.16,0.950,bicubic,-51.064,-46.603,-112
ecaresnet101d_pruned.miil_in1k,288,30.360,69.640,48.820,51.180,24.88,0.950,bicubic,-51.656,-47.360,-195
tf_efficientnet_b5.in1k,456,30.350,69.650,49.771,50.229,30.39,0.934,bicubic,-52.820,-46.763,-386
resnet34.ra4_e3600_r224_in1k,288,30.339,69.661,48.788,51.212,21.80,1.000,bicubic,-48.633,-45.665,+212
visformer_small.in1k,224,30.325,69.675,48.315,51.685,40.22,0.900,bicubic,-51.767,-47.561,-209
tf_efficientnetv2_b2.in1k,208,30.315,69.685,49.040,50.960,10.10,0.890,bicubic,-48.893,-45.562,+190
resnet101.a1_in1k,288,30.311,69.689,46.554,53.446,44.55,1.000,bicubic,-52.015,-49.076,-249
regnety_040.ra3_in1k,288,30.305,69.695,48.885,51.115,20.65,1.000,bicubic,-52.743,-47.617,-368
mobilevitv2_175.cvnets_in22k_ft_in1k,256,30.274,69.726,49.295,50.705,14.25,0.888,bicubic,-51.676,-46.465,-190
resnet50.c2_in1k,224,30.260,69.740,48.470,51.530,25.56,0.950,bicubic,-49.608,-46.392,+102
regnetx_160.tv2_in1k,224,30.254,69.746,47.047,52.953,54.28,0.965,bicubic,-52.320,-49.011,-289
vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,30.225,69.775,48.716,51.284,119.42,0.900,bicubic,-49.283,-45.394,+145
resnet50.b1k_in1k,288,30.207,69.793,49.187,50.813,25.56,1.000,bicubic,-50.501,-45.991,-13
mambaout_kobe.in1k,224,30.191,69.809,49.382,50.618,9.14,1.000,bicubic,-49.795,-45.600,+82
tnt_s_patch16_224.in1k,224,30.191,69.809,48.910,51.090,23.77,0.900,bicubic,-51.315,-46.856,-145
fastvit_s12.apple_dist_in1k,256,30.187,69.813,48.950,51.050,9.47,0.900,bicubic,-50.887,-46.328,-72
cs3sedarknet_l.c2ns_in1k,256,30.183,69.817,49.553,50.447,21.91,0.887,bicubic,-51.025,-46.245,-93
seresnext50_32x4d.racm_in1k,288,30.170,69.830,49.091,50.909,27.56,0.950,bicubic,-52.016,-47.055,-234
resnet50.b2k_in1k,288,30.158,69.842,48.285,51.715,25.56,1.000,bicubic,-50.308,-46.749,+12
wide_resnet50_2.tv2_in1k,224,30.150,69.850,48.358,51.642,68.88,0.965,bilinear,-51.462,-47.408,-162
efficientnet_b0.ra4_e3600_r224_in1k,256,30.138,69.862,49.024,50.976,5.29,1.000,bicubic,-49.226,-45.730,+151
regnety_016.tv2_in1k,224,30.132,69.868,49.278,50.722,11.20,0.965,bicubic,-50.536,-46.058,-16
resnet34.ra4_e3600_r224_in1k,224,30.126,69.874,48.773,51.227,21.80,0.900,bicubic,-47.366,-44.725,+330
resnet50d.ra4_e3600_r224_in1k,288,30.126,69.874,48.637,51.363,25.58,1.000,bicubic,-51.714,-47.289,-188
resnet101.tv2_in1k,176,30.093,69.907,48.091,51.909,44.55,0.875,bilinear,-49.815,-46.515,+79
nf_regnet_b1.ra2_in1k,256,30.087,69.913,50.170,49.830,10.22,0.900,bicubic,-48.623,-44.210,+219
seresnet50.ra2_in1k,224,30.087,69.913,49.321,50.679,28.09,0.875,bicubic,-50.173,-45.747,+41
convmixer_1024_20_ks9_p14.in1k,224,30.069,69.931,49.926,50.074,24.38,0.960,bicubic,-46.875,-43.438,+366
dpn68b.ra_in1k,288,30.069,69.931,48.193,51.807,12.61,1.000,bicubic,-49.273,-46.237,+147
legacy_senet154.in1k,224,30.061,69.939,48.010,51.990,115.09,0.875,bilinear,-51.258,-47.492,-125
halo2botnet50ts_256.a1h_in1k,256,30.042,69.958,48.515,51.485,22.64,0.950,bicubic,-52.042,-47.143,-234
efficientnet_el.ra_in1k,300,30.040,69.960,48.836,51.164,10.59,0.904,bicubic,-51.268,-46.702,-124
tf_efficientnet_b2.aa_in1k,260,30.028,69.972,49.608,50.392,9.11,0.890,bicubic,-50.046,-45.350,+57
xcit_tiny_12_p16_224.fb_dist_in1k,224,30.003,69.997,49.637,50.363,6.72,1.000,bicubic,-48.569,-44.573,+222
fbnetv3_d.ra2_in1k,224,29.999,70.001,49.932,50.068,10.31,0.950,bilinear,-48.659,-44.522,+217
dpn98.mx_in1k,224,29.973,70.027,48.166,51.834,61.57,0.875,bicubic,-49.691,-46.478,+105
resnet101.a2_in1k,224,29.969,70.031,47.000,53.000,44.55,0.950,bicubic,-51.375,-48.198,-134
resnext50_32x4d.a1h_in1k,288,29.967,70.033,48.238,51.762,25.03,1.000,bicubic,-52.049,-47.696,-230
mobilevitv2_150.cvnets_in22k_ft_in1k,256,29.965,70.035,49.262,50.738,10.59,0.888,bicubic,-51.501,-46.282,-158
resnetv2_50d_gn.ah_in1k,288,29.948,70.052,48.227,51.773,25.57,1.000,bicubic,-52.012,-47.553,-223
dpn131.mx_in1k,224,29.942,70.058,48.050,51.950,79.25,0.875,bicubic,-49.894,-46.558,+79
dpn92.mx_in1k,224,29.920,70.080,49.142,50.858,37.67,0.875,bicubic,-50.112,-45.734,+50
resnetv2_101x1_bit.goog_in21k_ft_in1k,448,29.914,70.086,51.105,48.895,44.54,1.000,bilinear,-52.418,-45.419,-286
tf_efficientnet_b4.in1k,380,29.885,70.115,49.048,50.952,19.34,0.922,bicubic,-52.713,-47.084,-331
senet154.gluon_in1k,224,29.885,70.115,47.883,52.117,115.09,0.875,bicubic,-51.373,-47.475,-129
convnextv2_pico.fcmae_ft_in1k,288,29.883,70.117,48.775,51.225,9.07,0.950,bicubic,-51.179,-46.701,-99
legacy_xception.tf_in1k,299,29.871,70.129,48.732,51.268,22.86,0.897,bicubic,-49.187,-45.664,+163
resnet50.tv2_in1k,224,29.869,70.131,48.046,51.954,25.56,0.965,bilinear,-50.977,-47.384,-68
cs3sedarknet_l.c2ns_in1k,288,29.832,70.168,49.099,50.901,21.91,0.950,bicubic,-51.938,-46.863,-204
inception_v3.tf_adv_in1k,299,29.828,70.172,47.861,52.139,23.83,0.875,bicubic,-47.770,-45.865,+295
resnet152.a2_in1k,288,29.810,70.190,45.945,54.055,60.19,1.000,bicubic,-52.804,-49.803,-344
efficientnet_b0.ra4_e3600_r224_in1k,224,29.804,70.196,48.914,51.086,5.29,0.900,bicubic,-48.764,-45.426,+205
vit_base_patch16_384.augreg_in1k,384,29.800,70.200,48.356,51.644,86.86,1.000,bicubic,-51.302,-46.978,-112
resnetaa50.a1h_in1k,288,29.796,70.204,48.014,51.986,25.56,1.000,bicubic,-51.822,-47.780,-197
efficientvit_b1.r224_in1k,224,29.784,70.216,48.203,51.797,9.10,0.950,bicubic,-49.470,-46.097,+136
fbnetv3_d.ra2_in1k,256,29.763,70.237,49.474,50.526,10.31,0.950,bilinear,-49.919,-45.478,+82
ese_vovnet39b.ra_in1k,288,29.743,70.257,49.060,50.940,24.57,0.950,bicubic,-50.635,-46.300,-6
resmlp_36_224.fb_in1k,224,29.739,70.261,48.916,51.084,44.69,0.875,bicubic,-50.033,-45.972,+68
lamhalobotnet50ts_256.a1h_in1k,256,29.737,70.263,48.346,51.654,22.57,0.950,bicubic,-51.815,-47.164,-195
edgenext_small_rw.sw_in1k,256,29.729,70.271,49.193,50.807,7.83,0.900,bicubic,-49.867,-45.325,+87
ecaresnet50t.a1_in1k,224,29.724,70.276,47.527,52.473,25.57,0.950,bicubic,-51.558,-47.623,-149
resnet101.a3_in1k,160,29.718,70.282,47.663,52.337,44.55,0.950,bicubic,-48.210,-46.023,+258
resnet50.ra_in1k,224,29.696,70.304,48.529,51.471,25.56,0.875,bicubic,-49.124,-45.785,+170
convnext_nano.d1h_in1k,288,29.696,70.304,47.926,52.074,15.59,1.000,bicubic,-51.778,-47.744,-185
resnet50.c1_in1k,288,29.694,70.306,48.464,51.536,25.56,1.000,bicubic,-51.234,-47.090,-100
resnet50.tv2_in1k,176,29.684,70.316,48.103,51.897,25.56,0.875,bilinear,-49.750,-46.537,+99
fastvit_sa12.apple_in1k,256,29.680,70.320,48.574,51.426,11.58,0.900,bicubic,-51.166,-46.772,-86
vit_base_patch32_384.augreg_in1k,384,29.661,70.339,49.005,50.995,88.30,1.000,bicubic,-49.089,-45.233,+171
efficientvit_b1.r256_in1k,256,29.661,70.339,48.248,51.752,9.10,1.000,bicubic,-50.073,-46.538,+63
resnetv2_34d.ra4_e3600_r384_in1k,448,29.653,70.347,48.168,51.832,21.82,1.000,bicubic,-50.777,-47.114,-29
fastvit_t12.apple_dist_in1k,256,29.647,70.353,48.513,51.487,7.55,0.900,bicubic,-50.717,-46.527,-19
efficientnet_b2.ra_in1k,256,29.643,70.357,48.881,51.119,9.11,0.875,bicubic,-49.681,-45.701,+106
resnet50.a1_in1k,224,29.641,70.359,46.737,53.263,25.56,0.950,bicubic,-50.741,-47.861,-25
resnetblur50.bt_in1k,224,29.623,70.377,48.256,51.744,25.56,0.875,bicubic,-49.683,-46.282,+108
nest_tiny_jx.goog_in1k,224,29.582,70.418,46.992,53.008,17.06,0.875,bicubic,-51.846,-48.449,-185
ecaresnet50d.miil_in1k,288,29.580,70.420,48.995,51.005,25.58,0.950,bicubic,-52.068,-46.889,-224
resnet50_gn.a1h_in1k,224,29.570,70.430,48.303,51.697,25.56,0.940,bicubic,-50.504,-46.603,+12
resnetv2_34d.ra4_e3600_r224_in1k,288,29.555,70.445,47.425,52.575,21.82,1.000,bicubic,-50.059,-47.335,+66
cs3darknet_l.c2ns_in1k,256,29.541,70.459,48.374,51.626,21.16,0.887,bicubic,-50.809,-46.930,-26
resnet152.a3_in1k,224,29.531,70.469,47.006,52.994,60.19,0.950,bicubic,-51.017,-47.998,-61
resnetv2_34d.ra4_e3600_r224_in1k,224,29.517,70.483,47.572,52.428,21.82,0.900,bicubic,-48.753,-46.378,+207
gcresnext50ts.ch_in1k,288,29.509,70.491,47.851,52.149,15.67,1.000,bicubic,-51.733,-47.685,-164
efficientnet_em.ra2_in1k,240,29.500,70.501,48.944,51.056,6.90,0.882,bicubic,-49.757,-45.584,+106
resnext50_32x4d.tv2_in1k,224,29.496,70.504,47.246,52.754,25.03,0.965,bilinear,-51.694,-48.098,-158
cs3darknet_l.c2ns_in1k,288,29.482,70.518,48.240,51.760,21.16,0.950,bicubic,-51.400,-47.422,-111
resnetv2_50.a1h_in1k,288,29.448,70.552,47.494,52.506,25.55,1.000,bicubic,-51.958,-48.218,-192
gcresnext50ts.ch_in1k,256,29.446,70.554,47.883,52.117,15.67,0.900,bicubic,-51.162,-47.297,-72
resnext101_32x8d.tv_in1k,224,29.445,70.555,48.492,51.508,88.79,0.875,bilinear,-49.864,-46.038,+93
mobileone_s4.apple_in1k,224,29.439,70.561,47.997,52.003,14.95,0.900,bilinear,-50.007,-46.923,+74
deit_small_patch16_224.fb_in1k,224,29.435,70.565,48.268,51.732,22.05,0.900,bicubic,-50.421,-46.788,+27
sebotnet33ts_256.a1h_in1k,256,29.427,70.573,47.150,52.850,13.70,0.940,bicubic,-51.729,-48.010,-162
nf_regnet_b1.ra2_in1k,288,29.423,70.577,49.421,50.579,10.22,0.900,bicubic,-49.945,-45.305,+79
resnet50.fb_ssl_yfcc100m_ft_in1k,224,29.419,70.581,49.783,50.217,25.56,0.875,bilinear,-49.833,-45.043,+99
coat_lite_mini.in1k,224,29.397,70.603,47.674,52.326,11.01,0.900,bicubic,-49.707,-46.932,+110
cait_xxs24_384.fb_dist_in1k,384,29.386,70.615,48.743,51.257,12.03,1.000,bicubic,-51.568,-46.687,-134
repvit_m1.dist_in1k,224,29.384,70.616,48.525,51.475,5.49,0.950,bicubic,-49.158,-45.557,+165
resnetv2_50d_evos.ah_in1k,288,29.380,70.620,47.273,52.727,25.59,1.000,bicubic,-52.644,-48.642,-291
resnext50_32x4d.a1_in1k,224,29.370,70.630,46.238,53.762,25.03,0.950,bicubic,-51.156,-48.220,-74
edgenext_small_rw.sw_in1k,320,29.366,70.634,48.730,51.270,7.83,1.000,bicubic,-51.086,-46.476,-63
resnext50_32x4d.ra_in1k,224,29.358,70.642,47.405,52.595,25.03,0.875,bicubic,-50.442,-47.203,+24
swin_tiny_patch4_window7_224.ms_in1k,224,29.350,70.650,47.584,52.416,28.29,0.900,bicubic,-52.038,-48.172,-204
convnext_nano_ols.d1h_in1k,288,29.342,70.658,47.411,52.589,15.65,1.000,bicubic,-52.270,-48.215,-243
resnet34d.ra2_in1k,224,29.328,70.671,48.431,51.569,21.82,0.875,bicubic,-47.780,-44.941,+279
regnetz_b16.ra3_in1k,288,29.321,70.679,47.904,52.096,9.72,1.000,bicubic,-51.419,-47.624,-109
cait_xxs24_224.fb_dist_in1k,224,29.309,70.691,48.525,51.475,11.96,1.000,bicubic,-49.091,-45.801,+174
eca_resnet33ts.ra2_in1k,288,29.279,70.721,48.914,51.086,19.68,1.000,bicubic,-51.437,-46.468,-107
resnet50.d_in1k,288,29.264,70.736,47.215,52.785,25.56,1.000,bicubic,-51.748,-48.242,-153
pvt_v2_b1.in1k,224,29.258,70.742,48.958,51.042,14.01,0.900,bicubic,-49.440,-45.532,+140
resnet34.a1_in1k,224,29.258,70.742,47.108,52.892,21.80,0.950,bicubic,-47.162,-45.788,+314
maxvit_rmlp_pico_rw_256.sw_in1k,256,29.248,70.752,47.739,52.261,7.52,0.950,bicubic,-51.302,-47.447,-93
resnet50.c2_in1k,288,29.246,70.754,47.161,52.839,25.56,1.000,bicubic,-51.616,-48.369,-132
ecaresnet50d_pruned.miil_in1k,224,29.221,70.779,48.468,51.532,19.94,0.875,bicubic,-50.493,-46.394,+21
poolformer_s24.sail_in1k,224,29.209,70.791,48.122,51.878,21.39,0.900,bicubic,-51.085,-46.938,-53
gcvit_xxtiny.in1k,224,29.193,70.807,48.376,51.624,12.00,0.875,bicubic,-50.563,-46.682,+14
tresnet_l.miil_in1k_448,448,29.183,70.817,47.262,52.738,55.99,0.875,bilinear,-53.095,-48.726,-345
seresnet50.ra2_in1k,288,29.158,70.842,47.743,52.257,28.09,0.950,bicubic,-52.130,-47.909,-206
lambda_resnet50ts.a1h_in1k,256,29.130,70.870,46.973,53.027,21.54,0.950,bicubic,-52.054,-48.121,-190
inception_v3.gluon_in1k,299,29.130,70.870,46.953,53.047,23.83,0.875,bicubic,-49.676,-47.419,+117
resnet101.a2_in1k,288,29.101,70.899,45.731,54.269,44.55,1.000,bicubic,-53.117,-50.009,-341
eca_resnet33ts.ra2_in1k,256,29.099,70.901,48.822,51.178,19.68,0.900,bicubic,-50.985,-46.158,-35
resnet50d.a1_in1k,224,29.099,70.901,46.004,53.996,25.58,0.950,bicubic,-51.631,-48.674,-123
cs3darknet_focus_l.c2ns_in1k,256,29.079,70.921,47.678,52.322,21.15,0.887,bicubic,-51.175,-47.616,-52
convnext_pico_ols.d1_in1k,224,29.055,70.945,47.971,52.029,9.06,0.950,bicubic,-50.487,-46.617,+29
xception71.tf_in1k,299,29.055,70.945,47.407,52.593,42.34,0.903,bicubic,-50.865,-47.501,-25
resnext50_32x4d.tv2_in1k,176,29.034,70.966,46.824,53.176,25.03,0.875,bilinear,-50.350,-47.479,+44
hrnet_w64.ms_in1k,224,29.028,70.972,47.106,52.894,128.06,0.875,bilinear,-50.430,-47.540,+34
resnet34d.ra2_in1k,288,29.020,70.980,48.069,51.931,21.82,0.950,bicubic,-49.420,-46.279,+148
regnetx_032.tv2_in1k,224,28.981,71.019,47.053,52.947,15.30,0.965,bicubic,-51.935,-48.195,-162
cs3darknet_focus_l.c2ns_in1k,288,28.979,71.021,47.608,52.392,21.15,0.950,bicubic,-51.915,-48.067,-160
vit_small_patch32_384.augreg_in21k_ft_in1k,384,28.926,71.074,48.948,51.052,22.92,1.000,bicubic,-51.550,-46.246,-102
xcit_tiny_12_p8_224.fb_in1k,224,28.914,71.086,47.495,52.505,6.71,1.000,bicubic,-50.796,-47.322,+4
tf_efficientnet_b0.ns_jft_in1k,224,28.908,71.092,48.967,51.033,5.29,0.875,bicubic,-49.772,-45.405,+117
resnet101.gluon_in1k,224,28.900,71.100,46.419,53.581,44.55,0.875,bicubic,-50.406,-48.213,+50
xception65.tf_in1k,299,28.894,71.106,47.132,52.868,39.92,0.903,bicubic,-50.664,-47.524,+16
tf_efficientnet_b1.aa_in1k,240,28.884,71.116,47.545,52.455,7.79,0.882,bicubic,-49.956,-46.657,+96
mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,28.859,71.141,47.930,52.070,10.59,1.000,bicubic,-53.747,-48.384,-426
halonet50ts.a1h_in1k,256,28.843,71.157,46.511,53.489,22.73,0.940,bicubic,-52.797,-49.101,-283
skresnext50_32x4d.ra_in1k,224,28.835,71.165,46.489,53.511,27.48,0.875,bicubic,-51.333,-48.155,-60
mambaout_kobe.in1k,288,28.798,71.202,47.973,52.027,9.14,1.000,bicubic,-52.266,-47.709,-193
sehalonet33ts.ra2_in1k,256,28.780,71.220,46.574,53.426,13.69,0.940,bicubic,-52.196,-48.698,-184
levit_conv_256.fb_dist_in1k,224,28.770,71.230,46.723,53.277,18.89,0.900,bicubic,-52.736,-48.743,-269
levit_256.fb_dist_in1k,224,28.768,71.231,46.729,53.271,18.89,0.900,bicubic,-52.737,-48.737,-271
tf_efficientnet_lite3.in1k,300,28.765,71.235,47.480,52.520,8.20,0.904,bilinear,-51.043,-47.428,-21
resnet50.ra_in1k,288,28.765,71.235,47.342,52.658,25.56,0.950,bicubic,-51.099,-47.628,-29
hgnet_tiny.paddle_in1k,288,28.749,71.251,47.704,52.296,14.74,1.000,bicubic,-51.895,-47.852,-135
seresnet50.a1_in1k,224,28.747,71.253,45.817,54.183,28.09,0.950,bicubic,-51.265,-48.887,-53
mambaout_femto.in1k,224,28.704,71.296,47.786,52.214,7.30,1.000,bicubic,-50.176,-46.622,+81
mobileone_s3.apple_in1k,224,28.698,71.302,47.539,52.461,10.17,0.900,bilinear,-49.304,-46.325,+164
darknetaa53.c2ns_in1k,288,28.660,71.340,46.963,53.037,36.02,1.000,bilinear,-51.868,-48.291,-127
skresnet34.ra_in1k,224,28.659,71.341,47.987,52.013,22.28,0.875,bicubic,-48.297,-45.333,+242
resnetblur50.bt_in1k,288,28.654,71.346,46.922,53.078,25.56,0.950,bicubic,-51.594,-48.278,-80
tf_efficientnetv2_b0.in1k,192,28.645,71.355,47.413,52.587,7.14,0.875,bicubic,-48.231,-45.771,+247
convnext_pico.d1_in1k,224,28.639,71.361,47.366,52.634,9.05,0.875,bicubic,-50.877,-47.188,+3
seresnext50_32x4d.gluon_in1k,224,28.635,71.365,46.440,53.560,27.56,0.875,bicubic,-51.281,-48.376,-52
hrnet_w40.ms_in1k,224,28.631,71.369,47.464,52.536,57.56,0.875,bilinear,-50.297,-47.016,+66
swinv2_tiny_window8_256.ms_in1k,256,28.615,71.385,46.177,53.823,28.35,0.900,bicubic,-53.209,-49.811,-317
mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,28.607,71.393,47.144,52.856,14.25,1.000,bicubic,-54.313,-49.306,-500
tf_efficientnet_b3.in1k,300,28.574,71.426,48.006,51.994,12.23,0.904,bicubic,-52.304,-47.302,-183
tf_efficientnetv2_b0.in1k,224,28.568,71.432,47.105,52.895,7.14,0.875,bicubic,-49.818,-46.930,+121
tf_efficientnetv2_b1.in1k,192,28.564,71.436,47.452,52.548,8.14,0.882,bicubic,-49.370,-46.370,+158
resnet152.tv_in1k,224,28.550,71.450,47.146,52.854,60.19,0.875,bilinear,-49.780,-46.990,+123
poolformerv2_s12.sail_in1k,224,28.543,71.457,47.407,52.593,11.89,1.000,bicubic,-49.465,-46.457,+149
eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,28.525,71.475,47.541,52.459,5.76,1.000,bicubic,-52.123,-47.979,-154
xcit_tiny_12_p16_224.fb_in1k,224,28.511,71.489,47.376,52.624,6.72,1.000,bicubic,-48.611,-46.352,+217
ecaresnet50t.a1_in1k,288,28.474,71.526,45.550,54.450,25.57,1.000,bicubic,-53.636,-50.104,-371
resnet50d.a2_in1k,224,28.458,71.542,45.513,54.487,25.58,0.950,bicubic,-51.810,-49.129,-100
ecaresnet50t.a2_in1k,224,28.444,71.556,45.752,54.248,25.57,0.950,bicubic,-52.440,-49.270,-194
repvgg_b2.rvgg_in1k,224,28.433,71.567,47.038,52.962,89.02,0.875,bilinear,-50.355,-47.376,+70
tf_efficientnet_b0.ap_in1k,224,28.427,71.573,47.553,52.447,5.29,0.875,bicubic,-48.673,-45.779,+215
hrnet_w48.ms_in1k,224,28.415,71.585,47.600,52.400,77.47,0.875,bilinear,-50.913,-46.916,+7
fasternet_t2.in1k,224,28.413,71.587,47.258,52.742,14.98,1.000,bicubic,-50.325,-47.074,+71
dla102x2.in1k,224,28.411,71.589,46.755,53.245,41.28,0.875,bilinear,-51.037,-47.899,-11
resnext50_32x4d.gluon_in1k,224,28.403,71.597,45.350,54.650,25.03,0.875,bicubic,-50.951,-49.074,+1
shvit_s4.in1k,256,28.393,71.607,46.582,53.418,16.59,0.875,bicubic,-50.969,-47.788,-1
dla169.in1k,224,28.379,71.621,47.505,52.495,53.39,0.875,bilinear,-50.323,-46.829,+72
efficientnet_b2_pruned.in1k,260,28.360,71.640,47.061,52.939,8.31,0.890,bicubic,-51.544,-47.605,-70
tf_efficientnet_cc_b0_4e.in1k,224,28.356,71.644,47.370,52.630,13.31,0.875,bicubic,-48.968,-45.964,+189
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,-338
seresnet33ts.ra2_in1k,256,28.338,71.662,47.773,52.227,19.78,0.900,bicubic,-52.042,-47.277,-130
darknet53.c2ns_in1k,288,28.311,71.689,46.886,53.114,41.61,1.000,bicubic,-52.231,-48.542,-159
resnext50_32x4d.ra_in1k,288,28.305,71.695,46.130,53.870,25.03,0.950,bicubic,-52.415,-49.214,-183
ecaresnet50t.a3_in1k,160,28.289,71.711,46.148,53.852,25.57,0.950,bicubic,-49.497,-47.473,+153
mixnet_xl.ra_in1k,224,28.279,71.721,46.735,53.265,11.90,0.875,bicubic,-52.215,-48.243,-156
swiftformer_s.dist_in1k,224,28.279,71.721,46.601,53.399,6.09,0.950,bicubic,-50.183,-47.379,+87
shvit_s3.in1k,224,28.234,71.766,46.698,53.302,14.25,0.875,bicubic,-49.122,-46.612,+179
resnet50d.gluon_in1k,224,28.234,71.766,45.922,54.078,25.58,0.875,bicubic,-50.846,-48.536,+21
seresnet33ts.ra2_in1k,288,28.204,71.796,47.574,52.426,19.78,1.000,bicubic,-52.609,-47.772,-202
resnet50.a1_in1k,288,28.189,71.811,44.919,55.081,25.56,1.000,bicubic,-53.051,-50.193,-269
fastvit_s12.apple_in1k,256,28.151,71.849,46.670,53.330,9.47,0.900,bicubic,-51.731,-48.128,-79
wide_resnet101_2.tv_in1k,224,28.142,71.858,46.560,53.440,126.89,0.875,bilinear,-50.720,-47.752,+39
resnet101c.gluon_in1k,224,28.128,71.872,45.977,54.023,44.57,0.875,bicubic,-51.414,-48.730,-38
densenet161.tv_in1k,224,28.116,71.884,46.658,53.342,28.68,0.875,bicubic,-49.268,-46.998,+170
resnet34.a1_in1k,288,28.104,71.896,45.723,54.277,21.80,1.000,bicubic,-49.826,-48.035,+126
regnetx_320.pycls_in1k,224,28.081,71.919,45.130,54.870,107.81,0.875,bicubic,-52.177,-49.886,-125
ecaresnet50d_pruned.miil_in1k,288,28.077,71.923,47.057,52.943,19.94,0.950,bicubic,-52.731,-48.509,-209
resnext50_32x4d.a1_in1k,288,28.077,71.923,44.831,55.169,25.03,1.000,bicubic,-53.403,-50.321,-319
regnety_320.pycls_in1k,224,28.067,71.933,45.464,54.536,145.05,0.875,bicubic,-52.729,-49.782,-208
darknetaa53.c2ns_in1k,256,28.057,71.943,46.578,53.422,36.02,0.887,bilinear,-51.697,-48.326,-69
gernet_s.idstcv_in1k,224,28.053,71.947,46.747,53.253,8.17,0.875,bilinear,-48.821,-46.395,+201
fbnetv3_b.ra2_in1k,224,28.035,71.965,47.743,52.257,8.60,0.950,bilinear,-50.148,-46.495,+94
mobilevitv2_175.cvnets_in1k,256,28.035,71.965,46.108,53.892,14.25,0.888,bicubic,-52.835,-49.172,-223
resnext50_32x4d.a3_in1k,160,28.016,71.984,45.589,54.411,25.03,0.950,bicubic,-49.716,-47.725,+134
levit_conv_192.fb_dist_in1k,224,28.006,71.994,45.884,54.116,10.95,0.900,bicubic,-51.854,-48.918,-88
efficientnet_el_pruned.in1k,300,28.000,72.000,46.790,53.210,10.59,0.904,bicubic,-52.284,-48.428,-143
levit_192.fb_dist_in1k,224,28.000,72.000,45.886,54.114,10.95,0.900,bicubic,-51.858,-48.922,-89
vit_base_patch16_224.augreg_in1k,224,27.973,72.027,45.719,54.281,86.57,0.900,bicubic,-51.181,-49.013,-5
resnext50_32x4d.a2_in1k,224,27.965,72.035,44.446,55.554,25.03,0.950,bicubic,-52.479,-50.184,-170
resnet50d.a3_in1k,160,27.953,72.047,45.295,54.705,25.58,0.950,bicubic,-49.269,-47.961,+166
fastvit_t12.apple_in1k,256,27.937,72.063,46.389,53.611,7.55,0.900,bicubic,-51.339,-48.181,-24
resnet101.a3_in1k,224,27.937,72.063,45.023,54.977,44.55,0.950,bicubic,-51.899,-49.684,-89
resnet50_gn.a1h_in1k,288,27.935,72.065,46.093,53.907,25.56,0.950,bicubic,-53.281,-49.541,-289
darknet53.c2ns_in1k,256,27.914,72.086,46.537,53.463,41.61,0.887,bicubic,-52.094,-48.509,-119
starnet_s4.in1k,224,27.914,72.086,46.081,53.919,7.48,0.875,bicubic,-50.910,-48.215,+20
xception41.tf_in1k,299,27.894,72.106,45.906,54.094,26.97,0.903,bicubic,-50.656,-48.376,+44
resnetrs50.tf_in1k,160,27.865,72.135,46.686,53.314,35.69,0.910,bicubic,-49.993,-47.124,+112
dpn68b.mx_in1k,224,27.835,72.165,47.372,52.628,12.61,0.875,bicubic,-49.659,-46.462,+137
regnetx_160.pycls_in1k,224,27.833,72.167,45.629,54.371,54.28,0.875,bicubic,-52.011,-49.223,-99
res2net101_26w_4s.in1k,224,27.814,72.186,45.177,54.823,45.21,0.875,bilinear,-51.378,-49.289,-20
seresnet50.a2_in1k,224,27.784,72.216,44.709,55.291,28.09,0.950,bicubic,-52.318,-50.011,-134
inception_v3.tf_in1k,299,27.782,72.218,45.711,54.289,23.83,0.875,bicubic,-50.084,-47.933,+104
resnet50d.a1_in1k,288,27.768,72.232,44.383,55.617,25.58,1.000,bicubic,-53.698,-51.295,-338
tf_efficientnetv2_b1.in1k,240,27.760,72.240,46.582,53.418,8.14,0.882,bicubic,-51.758,-48.000,-68
repghostnet_200.in1k,224,27.753,72.247,46.309,53.691,9.80,0.875,bicubic,-51.049,-48.023,+14
mobilevitv2_200.cvnets_in1k,256,27.723,72.277,45.833,54.167,18.45,0.888,bicubic,-53.425,-49.547,-293
vit_base_patch16_224.sam_in1k,224,27.717,72.283,45.106,54.894,86.57,0.900,bicubic,-52.529,-50.016,-152
fbnetv3_b.ra2_in1k,256,27.658,72.342,46.990,53.010,8.60,0.950,bilinear,-51.496,-47.118,-26
repvgg_b1.rvgg_in1k,224,27.652,72.348,46.511,53.489,57.42,0.875,bilinear,-50.718,-47.753,+55
mambaout_femto.in1k,288,27.652,72.348,46.401,53.599,7.30,1.000,bicubic,-52.260,-48.733,-125
inception_v3.tv_in1k,299,27.639,72.361,45.253,54.747,23.83,0.875,bicubic,-49.833,-48.215,+127
convnextv2_femto.fcmae_ft_in1k,224,27.637,72.363,46.818,53.182,5.23,0.875,bicubic,-50.839,-47.166,+40
hrnet_w44.ms_in1k,224,27.627,72.373,45.847,54.153,67.06,0.875,bilinear,-51.263,-48.529,-5
gcresnet33ts.ra2_in1k,256,27.599,72.401,46.238,53.762,19.88,0.900,bicubic,-52.473,-48.748,-141
regnety_160.pycls_in1k,224,27.597,72.403,45.546,54.454,83.59,0.875,bicubic,-52.687,-49.436,-171
resnet50.am_in1k,224,27.580,72.420,45.361,54.639,25.56,0.875,bicubic,-51.424,-49.030,-19
resmlp_24_224.fb_in1k,224,27.570,72.430,45.700,54.300,30.02,0.875,bicubic,-51.810,-48.850,-65
pit_xs_224.in1k,224,27.489,72.511,45.855,54.145,10.62,0.900,bicubic,-50.707,-48.301,+58
tiny_vit_5m_224.in1k,224,27.485,72.515,45.864,54.136,5.39,0.950,bicubic,-51.711,-48.928,-40
hrnet_w30.ms_in1k,224,27.472,72.528,46.546,53.454,37.71,0.875,bilinear,-50.730,-47.674,+54
gcresnet33ts.ra2_in1k,288,27.401,72.599,46.157,53.843,19.88,1.000,bicubic,-53.187,-49.161,-223
resnet50.a2_in1k,224,27.393,72.607,44.251,55.749,25.56,0.950,bicubic,-52.435,-50.309,-118
regnetx_080.pycls_in1k,224,27.387,72.613,44.994,55.006,39.57,0.875,bicubic,-51.827,-49.548,-46
convnext_pico.d1_in1k,288,27.383,72.617,45.666,54.334,9.05,0.950,bicubic,-53.043,-49.396,-199
hrnet_w32.ms_in1k,224,27.377,72.623,46.016,53.984,41.23,0.875,bilinear,-51.075,-48.168,+29
vit_small_patch16_384.augreg_in1k,384,27.348,72.652,46.151,53.849,22.20,1.000,bicubic,-53.782,-49.439,-309
resnet33ts.ra2_in1k,288,27.340,72.660,45.200,54.800,19.68,1.000,bicubic,-52.370,-49.858,-109
resnet50s.gluon_in1k,224,27.332,72.668,45.253,54.747,25.68,0.875,bicubic,-51.378,-48.995,0
res2net50_26w_8s.in1k,224,27.314,72.686,44.817,55.183,48.40,0.875,bilinear,-51.636,-49.891,-27
convnext_pico_ols.d1_in1k,288,27.295,72.705,45.650,54.350,9.06,1.000,bicubic,-53.163,-49.598,-214
densenet201.tv_in1k,224,27.279,72.721,46.212,53.788,20.01,0.875,bicubic,-50.005,-47.268,+122
ecaresnet50t.a2_in1k,288,27.271,72.729,44.076,55.924,25.57,1.000,bicubic,-54.411,-51.448,-399
ghostnetv2_160.in1k,224,27.259,72.741,46.393,53.607,12.39,0.875,bicubic,-50.577,-47.555,+78
densenetblur121d.ra_in1k,224,27.240,72.760,46.303,53.697,8.00,0.875,bicubic,-49.334,-46.885,+162
efficientnet_b1_pruned.in1k,240,27.226,72.774,45.961,54.039,6.33,0.882,bicubic,-51.026,-47.859,+36
regnety_064.pycls_in1k,224,27.222,72.778,44.858,55.142,30.58,0.875,bicubic,-52.512,-49.910,-122
resnet33ts.ra2_in1k,256,27.187,72.813,45.391,54.609,19.68,0.900,bicubic,-52.029,-49.185,-61
tf_efficientnetv2_b2.in1k,260,27.177,72.823,44.568,55.432,10.10,0.890,bicubic,-53.049,-50.442,-181
resnetrs50.tf_in1k,224,27.159,72.841,45.073,54.927,35.69,0.910,bicubic,-52.775,-49.899,-159
vit_base_patch32_224.augreg_in1k,224,27.141,72.859,45.194,54.806,88.22,0.900,bicubic,-47.767,-46.576,+222
seresnet50.a1_in1k,288,27.100,72.900,43.593,56.407,28.09,1.000,bicubic,-54.014,-51.743,-320
resnet50d.a2_in1k,288,27.098,72.902,43.840,56.160,25.58,1.000,bicubic,-54.066,-51.259,-332
resnet32ts.ra2_in1k,256,27.081,72.919,45.259,54.741,17.96,0.900,bicubic,-51.974,-49.109,-49
rexnet_130.nav_in1k,224,27.078,72.921,45.922,54.078,7.56,0.875,bicubic,-52.414,-48.759,-104
dla102x.in1k,224,27.051,72.949,45.493,54.507,26.31,0.875,bilinear,-51.465,-48.733,-1
gmixer_24_224.ra3_in1k,224,27.031,72.969,44.373,55.627,24.72,0.875,bicubic,-51.017,-49.281,+42
resnet101.tv_in1k,224,26.974,73.026,45.240,54.760,44.55,0.875,bilinear,-50.430,-48.312,+96
resnet32ts.ra2_in1k,288,26.931,73.069,45.065,54.935,17.96,1.000,bicubic,-52.457,-49.515,-99
resnext50d_32x4d.bt_in1k,224,26.913,73.087,44.393,55.607,25.05,0.875,bicubic,-52.758,-50.485,-127
rexnet_100.nav_in1k,224,26.874,73.126,45.375,54.625,4.80,0.875,bicubic,-50.988,-48.515,+57
regnetx_120.pycls_in1k,224,26.870,73.130,44.676,55.324,46.11,0.875,bicubic,-52.738,-50.058,-123
densenet169.tv_in1k,224,26.862,73.138,45.420,54.580,14.15,0.875,bicubic,-49.060,-47.388,+171
regnety_120.pycls_in1k,224,26.811,73.189,44.491,55.509,51.82,0.875,bicubic,-53.571,-50.613,-224
legacy_seresnext101_32x4d.in1k,224,26.802,73.198,43.477,56.523,48.96,0.875,bilinear,-53.472,-51.555,-207
regnetx_064.pycls_in1k,224,26.797,73.203,44.947,55.053,26.21,0.875,bicubic,-52.264,-49.521,-64
tinynet_a.in1k,192,26.792,73.208,45.094,54.906,6.19,0.875,bicubic,-50.874,-48.438,+64
res2net101d.in1k,224,26.721,73.279,44.363,55.637,45.23,0.875,bilinear,-54.515,-50.983,-355
regnetx_032.pycls_in1k,224,26.707,73.293,45.249,54.751,15.30,0.875,bicubic,-51.453,-48.915,+21
resnext50_32x4d.a2_in1k,288,26.691,73.309,42.750,57.250,25.03,1.000,bicubic,-54.613,-52.364,-368
densenet121.ra_in1k,224,26.680,73.320,45.896,54.104,7.98,0.875,bicubic,-48.894,-46.752,+177
legacy_seresnet152.in1k,224,26.676,73.324,43.951,56.049,66.82,0.875,bilinear,-51.986,-50.419,-28
efficientvit_m5.r224_in1k,224,26.666,73.334,44.917,55.083,12.47,0.875,bicubic,-50.426,-48.251,+106
dla60x.in1k,224,26.634,73.366,45.025,54.975,17.35,0.875,bilinear,-51.600,-48.997,+10
efficientnet_es.ra_in1k,224,26.631,73.370,45.102,54.898,5.44,0.875,bicubic,-51.469,-48.826,+19
res2net50_26w_6s.in1k,224,26.601,73.399,43.996,56.004,37.05,0.875,bilinear,-51.985,-50.124,-28
seresnet50.a3_in1k,160,26.599,73.401,44.709,55.291,28.09,0.950,bicubic,-48.505,-47.387,+189
repvgg_b1g4.rvgg_in1k,224,26.579,73.421,45.092,54.908,39.97,0.875,bilinear,-51.029,-48.754,+59
resnet50.a3_in1k,160,26.572,73.428,44.224,55.776,25.56,0.950,bicubic,-49.422,-48.270,+152
coat_lite_tiny.in1k,224,26.554,73.446,44.719,55.281,5.72,0.900,bicubic,-50.994,-49.205,+62
regnety_080.pycls_in1k,224,26.542,73.458,44.397,55.603,39.18,0.875,bicubic,-53.332,-50.437,-177
resnet34.a2_in1k,224,26.538,73.462,43.911,56.089,21.80,0.950,bicubic,-48.982,-48.543,+167
mobilenetv3_large_100.miil_in21k_ft_in1k,224,26.517,73.484,44.534,55.466,5.48,0.875,bilinear,-51.404,-48.360,+31
ecaresnet26t.ra2_in1k,256,26.503,73.497,44.963,55.037,16.01,0.875,bicubic,-52.391,-49.585,-66
res2net50_14w_8s.in1k,224,26.491,73.509,44.365,55.635,25.06,0.875,bilinear,-51.651,-49.487,+6
tf_efficientnet_b0.aa_in1k,224,26.479,73.521,45.642,54.358,5.29,0.875,bicubic,-50.403,-47.627,+105
tf_efficientnet_b2.in1k,260,26.471,73.529,44.778,55.222,9.11,0.890,bicubic,-53.141,-49.936,-149
ecaresnet50t.a3_in1k,224,26.452,73.548,43.507,56.493,25.57,0.950,bicubic,-53.096,-51.203,-144
convnextv2_atto.fcmae_ft_in1k,224,26.444,73.556,44.296,55.704,3.71,0.875,bicubic,-50.200,-48.746,+114
resnet50.gluon_in1k,224,26.432,73.568,44.051,55.949,25.56,0.875,bicubic,-51.148,-49.653,+51
mobileone_s2.apple_in1k,224,26.418,73.582,44.554,55.446,7.88,0.900,bilinear,-51.086,-49.110,+53
convnext_femto.d1_in1k,224,26.387,73.613,44.839,55.161,5.22,0.875,bicubic,-51.111,-48.839,+52
mobilenetv1_125.ra4_e3600_r224_in1k,224,26.387,73.613,44.654,55.346,6.27,0.900,bicubic,-50.533,-48.578,+96
tf_efficientnet_el.in1k,300,26.387,73.613,44.245,55.755,10.59,0.904,bicubic,-53.859,-50.519,-227
mobilenetv1_125.ra4_e3600_r224_in1k,256,26.371,73.629,44.554,55.446,6.27,1.000,bicubic,-51.241,-49.200,+41
lambda_resnet26t.c1_in1k,256,26.361,73.639,44.408,55.592,10.96,0.940,bicubic,-52.765,-50.146,-101
levit_conv_128.fb_dist_in1k,224,26.361,73.639,44.143,55.857,9.21,0.900,bicubic,-52.127,-50.001,-39
levit_128.fb_dist_in1k,224,26.349,73.650,44.121,55.879,9.21,0.900,bicubic,-52.137,-49.877,-38
resmlp_12_224.fb_distilled_in1k,224,26.322,73.678,44.896,55.104,15.35,0.875,bicubic,-51.626,-48.674,+11
resmlp_big_24_224.fb_in1k,224,26.316,73.684,43.559,56.441,129.14,0.875,bicubic,-54.718,-51.466,-356
regnetx_040.pycls_in1k,224,26.263,73.737,44.422,55.578,22.12,0.875,bicubic,-52.223,-49.662,-43
visformer_tiny.in1k,224,26.257,73.743,44.202,55.798,10.32,0.900,bicubic,-51.903,-49.886,-13
mobilevitv2_150.cvnets_in1k,256,26.224,73.776,43.829,56.171,10.59,0.888,bicubic,-54.156,-51.277,-260
convnext_femto_ols.d1_in1k,224,26.200,73.800,44.245,55.755,5.23,0.875,bicubic,-51.652,-49.581,+17
vit_small_patch32_224.augreg_in21k_ft_in1k,224,26.183,73.817,45.132,54.868,22.88,0.900,bicubic,-49.828,-48.134,+124
crossvit_9_dagger_240.in1k,240,26.175,73.825,44.562,55.438,8.78,0.875,bicubic,-50.815,-49.040,+77
shvit_s2.in1k,224,26.173,73.827,44.051,55.949,11.48,0.875,bicubic,-49.011,-48.265,+155
seresnet50.a2_in1k,288,26.169,73.831,42.679,57.321,28.09,1.000,bicubic,-54.925,-52.551,-373
densenetblur121d.ra_in1k,288,26.167,73.833,45.035,54.965,8.00,0.950,bicubic,-51.153,-48.761,+51
resnet50d.a3_in1k,224,26.133,73.867,42.974,57.026,25.58,0.950,bicubic,-52.609,-51.262,-76
resnet50.a2_in1k,288,26.125,73.874,42.593,57.407,25.56,1.000,bicubic,-54.648,-52.385,-328
resnext50_32x4d.a3_in1k,224,26.096,73.904,42.952,57.048,25.03,0.950,bicubic,-53.162,-51.356,-131
resnet34.a2_in1k,288,26.092,73.908,43.133,56.867,21.80,1.000,bicubic,-51.058,-50.155,+60
efficientnet_b1.ft_in1k,256,26.084,73.916,44.047,55.953,7.79,1.000,bicubic,-52.722,-50.299,-85
convnextv2_femto.fcmae_ft_in1k,288,26.069,73.931,44.351,55.649,5.23,0.950,bicubic,-53.273,-50.239,-147
mobilevitv2_125.cvnets_in1k,256,26.037,73.963,43.701,56.299,7.48,0.888,bicubic,-53.645,-51.143,-184
lambda_resnet26rpt_256.c1_in1k,256,26.019,73.981,44.232,55.768,10.99,0.940,bicubic,-52.941,-50.188,-106
hardcorenas_c.miil_green_in1k,224,26.006,73.994,44.855,55.145,5.52,0.875,bilinear,-51.086,-48.337,+60
dpn68.mx_in1k,224,26.004,73.996,44.074,55.926,12.61,0.875,bicubic,-50.300,-48.920,+103
resnetv2_18d.ra4_e3600_r224_in1k,224,26.002,73.998,44.004,55.996,11.71,0.900,bicubic,-48.420,-47.924,+168
fastvit_t8.apple_dist_in1k,256,25.992,74.008,44.424,55.576,4.03,0.900,bicubic,-51.178,-48.850,+51
repghostnet_150.in1k,224,25.982,74.018,44.369,55.631,6.58,0.875,bicubic,-51.492,-49.127,+26
hrnet_w18.ms_in1k,224,25.976,74.024,44.803,55.197,21.30,0.875,bilinear,-50.794,-48.645,+73
hardcorenas_f.miil_green_in1k,224,25.966,74.034,44.236,55.764,8.20,0.875,bilinear,-52.134,-49.564,-29
vit_small_patch16_224.augreg_in1k,224,25.953,74.047,43.966,56.034,22.05,0.900,bicubic,-52.889,-50.314,-102
resnetv2_18.ra4_e3600_r224_in1k,224,25.925,74.075,44.540,55.460,11.69,0.900,bicubic,-47.647,-46.816,+179
regnety_040.pycls_in1k,224,25.923,74.077,43.846,56.154,20.65,0.875,bicubic,-53.323,-50.820,-141
resnext50d_32x4d.bt_in1k,288,25.921,74.079,42.952,57.048,25.05,0.950,bicubic,-54.755,-52.474,-330
hrnet_w18_small_v2.gluon_in1k,224,25.894,74.106,43.815,56.185,15.60,0.875,bicubic,-52.308,-50.091,-43
regnetx_016.tv2_in1k,224,25.894,74.106,43.355,56.645,9.19,0.965,bicubic,-53.546,-51.413,-173
densenet121.ra_in1k,288,25.874,74.126,44.904,55.096,7.98,0.950,bicubic,-50.612,-48.474,+83
resnet26t.ra2_in1k,256,25.874,74.126,43.996,56.004,16.01,0.940,bicubic,-52.004,-49.842,-15
coat_tiny.in1k,224,25.872,74.128,43.284,56.716,5.50,0.900,bicubic,-52.570,-50.760,-66
res2net50_26w_4s.in1k,224,25.864,74.136,43.163,56.837,25.70,0.875,bilinear,-52.130,-50.697,-28
tresnet_m.miil_in1k_448,448,25.858,74.142,42.891,57.109,31.39,0.875,bilinear,-55.852,-52.671,-494
fastvit_t8.apple_in1k,256,25.850,74.150,44.110,55.890,4.03,0.900,bicubic,-50.334,-48.932,+87
ghostnetv3_100.in1k,224,25.790,74.210,44.218,55.782,8.13,0.875,bicubic,-51.147,-48.906,+52
resnet50c.gluon_in1k,224,25.790,74.210,43.039,56.961,25.58,0.875,bicubic,-52.227,-50.913,-36
mobilenetv3_large_100.ra4_e3600_r224_in1k,224,25.788,74.213,44.147,55.853,5.48,0.950,bicubic,-50.523,-48.695,+82
selecsls60.in1k,224,25.748,74.252,44.065,55.935,30.67,0.875,bicubic,-52.226,-49.758,-32
halonet26t.a1h_in1k,256,25.738,74.262,43.235,56.765,12.48,0.950,bicubic,-53.396,-51.105,-146
cs3darknet_focus_m.c2ns_in1k,256,25.687,74.313,44.151,55.849,9.30,0.887,bicubic,-51.067,-49.399,+56
dla60_res2net.in1k,224,25.681,74.319,43.589,56.411,20.85,0.875,bilinear,-52.799,-50.615,-82
hardcorenas_e.miil_green_in1k,224,25.670,74.330,43.420,56.580,8.07,0.875,bilinear,-52.118,-50.352,-17
poolformer_s12.sail_in1k,224,25.654,74.346,44.192,55.808,11.92,0.900,bicubic,-51.584,-49.346,+21
starnet_s3.in1k,224,25.642,74.358,43.617,56.383,5.75,0.875,bicubic,-51.736,-49.999,+10
dla60_res2next.in1k,224,25.624,74.376,43.697,56.303,17.03,0.875,bilinear,-52.864,-50.303,-91
eca_halonext26ts.c1_in1k,256,25.546,74.454,43.221,56.779,10.76,0.940,bicubic,-53.972,-51.488,-200
ecaresnet26t.ra2_in1k,320,25.542,74.458,43.683,56.317,16.01,0.950,bicubic,-54.358,-51.387,-248
convnext_femto.d1_in1k,288,25.536,74.464,43.666,56.334,5.22,0.950,bicubic,-53.176,-50.770,-113
resmlp_12_224.fb_in1k,224,25.526,74.474,44.355,55.645,15.35,0.875,bicubic,-51.134,-48.815,+50
tf_efficientnet_lite1.in1k,240,25.526,74.474,43.614,56.386,5.42,0.882,bicubic,-51.148,-49.617,+50
mixnet_l.ft_in1k,224,25.524,74.476,43.487,56.513,7.33,0.875,bicubic,-53.446,-50.693,-143
resnet50.bt_in1k,224,25.514,74.486,43.141,56.859,25.56,0.875,bicubic,-52.930,-51.133,-88
repvgg_a2.rvgg_in1k,224,25.501,74.499,43.890,56.110,28.21,0.875,bilinear,-50.987,-49.126,+59
bat_resnext26ts.ch_in1k,256,25.501,74.499,43.214,56.786,10.73,0.900,bicubic,-52.779,-50.900,-76
cs3darknet_focus_m.c2ns_in1k,288,25.499,74.501,43.764,56.236,9.30,0.950,bicubic,-51.787,-50.202,+6
res2net50d.in1k,224,25.497,74.503,43.066,56.934,25.72,0.875,bilinear,-54.783,-51.962,-302
resnext50_32x4d.tv_in1k,224,25.481,74.519,42.819,57.181,25.03,0.875,bilinear,-52.151,-50.855,-25
mobilenetv1_100h.ra4_e3600_r224_in1k,224,25.473,74.527,43.843,56.157,5.28,0.875,bicubic,-50.191,-48.680,+81
resnetv2_18.ra4_e3600_r224_in1k,288,25.457,74.543,44.055,55.945,11.69,1.000,bicubic,-49.907,-48.637,+96
botnet26t_256.c1_in1k,256,25.440,74.560,42.630,57.370,12.49,0.950,bicubic,-53.816,-52.164,-179
regnety_008_tv.tv2_in1k,224,25.420,74.580,43.436,56.564,6.43,0.965,bicubic,-53.252,-50.944,-120
tf_mixnet_l.in1k,224,25.418,74.582,42.536,57.464,7.33,0.875,bicubic,-53.356,-51.464,-132
resnetv2_18d.ra4_e3600_r224_in1k,288,25.404,74.596,43.652,56.348,11.71,1.000,bicubic,-50.654,-49.358,+62
res2next50.in1k,224,25.400,74.600,42.530,57.470,24.67,0.875,bilinear,-52.838,-51.374,-83
convnext_femto_ols.d1_in1k,288,25.395,74.606,43.149,56.851,5.23,0.950,bicubic,-53.521,-51.385,-152
hardcorenas_b.miil_green_in1k,224,25.392,74.608,44.155,55.845,5.18,0.875,bilinear,-51.157,-48.611,+40
resnet34.bt_in1k,224,25.392,74.608,43.080,56.920,21.80,0.875,bicubic,-49.784,-49.086,+94
resnet18d.ra4_e3600_r224_in1k,224,25.367,74.633,43.921,56.079,11.71,0.900,bicubic,-48.989,-47.905,+119
efficientformerv2_s0.snap_dist_in1k,224,25.361,74.639,43.931,56.069,3.60,0.950,bicubic,-50.741,-48.919,+54
resnetv2_50x1_bit.goog_in21k_ft_in1k,448,25.355,74.645,45.361,54.639,25.55,1.000,bilinear,-55.031,-50.333,-333
mobilenetv3_large_100.ra4_e3600_r224_in1k,256,25.341,74.659,43.923,56.077,5.48,1.000,bicubic,-51.841,-49.405,-2
wide_resnet50_2.tv_in1k,224,25.340,74.660,42.188,57.812,68.88,0.875,bilinear,-53.147,-52.064,-115
mobilenetv1_100h.ra4_e3600_r224_in1k,256,25.332,74.668,43.888,56.112,5.28,0.950,bicubic,-51.266,-49.384,+30
hardcorenas_d.miil_green_in1k,224,25.332,74.668,43.174,56.826,7.50,0.875,bilinear,-52.118,-50.306,-24
dla102.in1k,224,25.330,74.670,43.837,56.163,33.27,0.875,bilinear,-52.686,-50.157,-74
legacy_seresnet101.in1k,224,25.326,74.674,42.811,57.189,49.33,0.875,bilinear,-53.044,-51.295,-104
resnest14d.gluon_in1k,224,25.316,74.684,44.088,55.912,10.61,0.875,bilinear,-50.200,-48.424,+71
selecsls60b.in1k,224,25.314,74.686,43.497,56.503,32.77,0.875,bicubic,-53.096,-50.669,-110
regnety_032.pycls_in1k,224,25.314,74.686,42.948,57.052,19.44,0.875,bicubic,-53.588,-51.478,-164
efficientnet_b1.ft_in1k,224,25.265,74.735,42.992,57.008,7.79,0.875,bicubic,-52.327,-50.644,-43
legacy_seresnext50_32x4d.in1k,224,25.218,74.782,41.962,58.038,27.56,0.875,bilinear,-53.862,-52.466,-183
ghostnetv2_130.in1k,224,25.171,74.829,43.204,56.796,8.96,0.875,bicubic,-51.575,-50.160,+15
mixer_b16_224.goog_in21k_ft_in1k,224,25.153,74.847,41.243,58.757,59.88,0.875,bicubic,-51.463,-51.007,+19
resnet50.a3_in1k,224,25.068,74.932,41.968,58.032,25.56,0.950,bicubic,-52.984,-51.812,-88
eca_botnext26ts_256.c1_in1k,256,25.047,74.953,43.037,56.963,10.59,0.950,bicubic,-54.215,-51.563,-207
efficientnet_b0.ra_in1k,224,25.017,74.983,42.791,57.209,5.29,0.875,bicubic,-52.681,-50.747,-58
res2net50_48w_2s.in1k,224,25.015,74.985,42.223,57.777,25.29,0.875,bilinear,-52.513,-51.339,-46
mobilenetv4_conv_small.e3600_r256_in1k,256,24.972,75.028,43.620,56.380,3.77,0.950,bicubic,-49.562,-48.320,+96
xcit_nano_12_p8_224.fb_dist_in1k,224,24.958,75.042,43.292,56.708,3.05,1.000,bicubic,-51.372,-49.778,+29
resnet34.gluon_in1k,224,24.954,75.046,42.294,57.706,21.80,0.875,bicubic,-49.620,-49.694,+92
dla60.in1k,224,24.927,75.073,43.320,56.680,22.04,0.875,bilinear,-52.109,-49.752,-13
mobilenetv2_120d.ra_in1k,224,24.919,75.081,43.039,56.961,5.83,0.875,bicubic,-52.381,-50.477,-33
cs3darknet_m.c2ns_in1k,256,24.905,75.095,43.111,56.889,9.31,0.887,bicubic,-52.069,-50.470,-11
convnextv2_atto.fcmae_ft_in1k,288,24.884,75.116,42.487,57.513,3.71,0.950,bicubic,-52.910,-51.241,-71
resnet34.bt_in1k,288,24.836,75.164,42.101,57.899,21.80,0.950,bicubic,-51.670,-51.241,+16
resnet18d.ra4_e3600_r224_in1k,288,24.828,75.171,43.147,56.853,11.71,1.000,bicubic,-51.184,-49.637,+30
seresnet50.a3_in1k,224,24.809,75.191,42.101,57.899,28.09,0.950,bicubic,-52.227,-51.215,-18
mobilenetv1_100.ra4_e3600_r224_in1k,256,24.805,75.195,43.479,56.521,4.23,0.950,bicubic,-51.283,-49.527,+25
regnety_016.pycls_in1k,224,24.805,75.195,42.618,57.382,11.20,0.875,bicubic,-53.075,-51.108,-85
mobilenetv1_100.ra4_e3600_r224_in1k,224,24.785,75.215,43.457,56.543,4.23,0.875,bicubic,-50.603,-48.853,+54
resnet34.a3_in1k,160,24.760,75.240,42.534,57.466,21.80,0.950,bicubic,-45.820,-47.006,+153
pit_ti_distilled_224.in1k,224,24.721,75.279,43.192,56.808,5.10,0.900,bicubic,-49.555,-48.728,+88
seresnext26ts.ch_in1k,256,24.701,75.299,43.096,56.904,10.39,0.900,bicubic,-53.159,-50.694,-86
eca_resnext26ts.ch_in1k,256,24.669,75.331,42.893,57.107,10.30,0.900,bicubic,-52.777,-50.681,-54
cs3darknet_m.c2ns_in1k,288,24.622,75.378,43.005,56.995,9.31,0.950,bicubic,-53.014,-51.011,-74
resnet50.bt_in1k,288,24.595,75.405,41.478,58.522,25.56,0.950,bicubic,-55.057,-53.430,-273
eca_resnext26ts.ch_in1k,288,24.571,75.429,42.542,57.458,10.30,1.000,bicubic,-53.449,-51.390,-108
tf_efficientnet_lite2.in1k,260,24.569,75.431,42.263,57.737,6.09,0.890,bicubic,-52.901,-51.493,-60
fasternet_t1.in1k,224,24.567,75.433,42.956,57.044,7.60,1.000,bicubic,-51.355,-50.020,+24
regnetx_016.pycls_in1k,224,24.563,75.437,42.496,57.504,9.19,0.875,bicubic,-52.373,-50.936,-24
mobilevitv2_100.cvnets_in1k,256,24.561,75.439,42.943,57.057,4.90,0.888,bicubic,-53.527,-51.227,-117
seresnext26ts.ch_in1k,288,24.524,75.476,42.656,57.344,10.39,1.000,bicubic,-53.768,-51.420,-135
skresnet18.ra_in1k,224,24.485,75.515,42.561,57.439,11.96,0.875,bicubic,-48.535,-48.611,+103
hardcorenas_a.miil_green_in1k,224,24.410,75.590,43.345,56.655,5.26,0.875,bilinear,-51.516,-49.141,+17
tf_efficientnet_lite0.in1k,224,24.392,75.608,42.489,57.511,4.65,0.875,bicubic,-50.454,-49.691,+58
convnext_atto.d2_in1k,224,24.369,75.631,42.359,57.641,3.70,0.875,bicubic,-51.303,-50.555,+22
hrnet_w18.ms_aug_in1k,224,24.331,75.669,42.860,57.140,21.30,0.950,bilinear,-53.779,-51.202,-126
mobilenetv4_conv_small.e3600_r256_in1k,320,24.298,75.702,42.673,57.327,3.77,1.000,bicubic,-51.318,-50.095,+23
efficientvit_m4.r224_in1k,224,24.272,75.728,41.799,58.201,8.80,0.875,bicubic,-50.072,-50.161,+69
mobilenetv4_conv_small.e2400_r224_in1k,256,24.255,75.745,42.551,57.449,3.77,0.950,bicubic,-50.389,-49.471,+58
gcresnext26ts.ch_in1k,288,24.190,75.810,41.347,58.653,10.48,1.000,bicubic,-54.246,-52.681,-153
convnext_zepto_rms.ra4_e3600_r224_in1k,224,24.180,75.820,41.477,58.523,2.16,0.875,bicubic,-48.640,-49.629,+99
convnext_atto_ols.a2_in1k,224,24.164,75.836,42.052,57.948,3.70,0.875,bicubic,-51.738,-50.790,+11
tf_efficientnet_b1.in1k,240,24.119,75.881,41.520,58.480,7.79,0.882,bicubic,-54.427,-52.462,-174
resnet18.a1_in1k,224,24.072,75.928,40.919,59.081,11.69,0.950,bicubic,-47.432,-49.167,+119
xcit_nano_12_p8_384.fb_dist_in1k,384,24.064,75.936,42.035,57.965,3.05,1.000,bicubic,-53.746,-51.781,-106
resnet50.tv_in1k,224,24.064,75.936,41.329,58.671,25.56,0.875,bilinear,-52.092,-51.537,-4
levit_conv_128s.fb_dist_in1k,224,24.037,75.963,40.985,59.015,7.78,0.900,bicubic,-52.497,-51.897,-20
levit_128s.fb_dist_in1k,224,24.033,75.967,40.975,59.025,7.78,0.900,bicubic,-52.487,-51.895,-19
legacy_seresnet34.in1k,224,24.017,75.983,41.909,58.091,21.96,0.875,bilinear,-50.771,-50.225,+42
convnext_zepto_rms_ols.ra4_e3600_r224_in1k,224,24.017,75.983,41.569,58.431,2.16,0.900,bicubic,-49.217,-49.701,+82
gcresnext26ts.ch_in1k,256,24.017,75.983,41.372,58.628,10.48,0.900,bicubic,-53.793,-52.664,-109
xcit_nano_12_p16_384.fb_dist_in1k,384,23.991,76.009,42.278,57.722,3.05,1.000,bicubic,-51.469,-50.394,+18
repghostnet_130.in1k,224,23.966,76.034,41.671,58.329,5.48,0.875,bicubic,-52.412,-51.227,-18
resnet18d.ra2_in1k,224,23.944,76.056,42.282,57.718,11.71,0.875,bicubic,-48.352,-48.400,+95
mobilenetv4_conv_small.e2400_r224_in1k,224,23.925,76.075,41.732,58.268,3.77,0.875,bicubic,-49.831,-49.698,+65
efficientnet_lite0.ra_in1k,224,23.907,76.093,42.135,57.865,4.65,0.875,bicubic,-51.581,-50.373,+13
resnext26ts.ra2_in1k,256,23.883,76.117,41.131,58.869,10.30,0.900,bicubic,-52.885,-52.007,-43
efficientnet_es_pruned.in1k,224,23.870,76.130,41.999,58.001,5.44,0.875,bicubic,-51.140,-50.439,+30
densenet121.tv_in1k,224,23.836,76.164,41.934,58.066,7.98,0.875,bicubic,-50.914,-50.224,+35
regnetx_008.tv2_in1k,224,23.769,76.231,40.708,59.292,7.26,0.965,bicubic,-53.525,-52.956,-81
resnet26t.ra2_in1k,320,23.742,76.258,41.355,58.645,16.01,1.000,bicubic,-54.588,-52.691,-168
mobilenetv2_140.ra_in1k,224,23.693,76.307,41.459,58.541,6.11,0.875,bicubic,-52.835,-51.549,-34
dla34.in1k,224,23.687,76.313,41.555,58.445,15.74,0.875,bilinear,-50.945,-50.497,+35
mixnet_m.ft_in1k,224,23.685,76.315,41.178,58.822,5.01,0.875,bicubic,-53.583,-52.240,-82
legacy_seresnet50.in1k,224,23.638,76.362,40.099,59.901,28.09,0.875,bilinear,-54.012,-53.633,-116
resnext26ts.ra2_in1k,288,23.616,76.384,40.930,59.070,10.30,1.000,bicubic,-53.570,-52.540,-80
convnext_atto.d2_in1k,288,23.612,76.388,41.093,58.907,3.70,0.950,bicubic,-53.404,-52.611,-68
ese_vovnet19b_dw.ra_in1k,224,23.551,76.449,41.280,58.720,6.54,0.875,bicubic,-53.277,-51.996,-56
resnet34.tv_in1k,224,23.494,76.506,41.380,58.620,21.80,0.875,bilinear,-49.804,-50.042,+60
tf_mixnet_m.in1k,224,23.480,76.519,40.995,59.005,5.01,0.875,bicubic,-53.471,-52.169,-67
efficientvit_m3.r224_in1k,224,23.400,76.600,40.516,59.484,6.90,0.875,bicubic,-49.994,-50.820,+55
tf_efficientnet_em.in1k,240,23.392,76.608,40.402,59.598,6.90,0.882,bicubic,-54.736,-53.650,-163
selecsls42b.in1k,224,23.386,76.614,40.661,59.339,32.46,0.875,bicubic,-53.798,-52.729,-86
resnet34.a3_in1k,224,23.355,76.645,40.138,59.862,21.80,0.950,bicubic,-49.641,-50.978,+63
repvgg_b0.rvgg_in1k,224,23.339,76.661,41.260,58.740,15.82,0.875,bilinear,-51.819,-51.150,+6
shvit_s1.in1k,224,23.323,76.677,40.901,59.099,6.33,0.875,bicubic,-49.457,-50.123,+65
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,+71
regnety_004.tv2_in1k,224,23.260,76.740,40.873,59.127,4.34,0.965,bicubic,-52.334,-51.833,-14
convnext_atto_ols.a2_in1k,288,23.137,76.863,40.901,59.099,3.70,0.950,bicubic,-54.083,-52.799,-94
mobilenetv2_110d.ra_in1k,224,23.076,76.924,40.736,59.264,4.52,0.875,bicubic,-51.980,-51.450,+6
resnet18.a1_in1k,288,23.074,76.926,39.572,60.428,11.69,1.000,bicubic,-50.090,-51.482,+51
vit_base_patch32_224.sam_in1k,224,23.054,76.946,39.592,60.408,88.22,0.900,bicubic,-50.650,-51.420,+39
inception_next_atto.sail_in1k,224,23.040,76.960,40.636,59.364,4.16,0.875,bicubic,-52.308,-51.923,-8
tinynet_b.in1k,188,23.036,76.964,40.958,59.042,3.73,0.875,bicubic,-51.910,-51.236,+5
resnet18d.ra2_in1k,288,23.025,76.975,41.123,58.877,11.71,0.950,bicubic,-50.765,-50.711,+34
cs3darknet_focus_s.ra4_e3600_r256_in1k,256,22.985,77.015,40.940,59.060,3.27,0.887,bicubic,-49.193,-49.890,+68
mobilenetv4_conv_small.e1200_r224_in1k,256,22.952,77.048,41.064,58.936,3.77,0.950,bicubic,-51.330,-51.058,+21
repghostnet_111.in1k,224,22.885,77.115,40.502,59.498,4.54,0.875,bicubic,-52.175,-51.694,-3
mobileone_s1.apple_in1k,224,22.832,77.168,39.887,60.113,4.83,0.900,bilinear,-52.928,-52.901,-34
starnet_s2.in1k,224,22.795,77.205,40.268,59.732,3.68,0.875,bicubic,-51.871,-51.876,+6
deit_tiny_distilled_patch16_224.fb_in1k,224,22.714,77.286,40.785,59.215,5.91,0.900,bicubic,-51.824,-51.113,+11
mobilenetv3_large_100.ra_in1k,224,22.691,77.309,40.710,59.290,5.48,0.875,bicubic,-53.093,-51.818,-38
swiftformer_xs.dist_in1k,224,22.671,77.329,39.751,60.249,3.48,0.950,bicubic,-52.929,-52.563,-30
repvgg_a1.rvgg_in1k,224,22.647,77.353,39.877,60.123,14.09,0.875,bilinear,-51.827,-51.975,+10
mobilenetv3_rw.rmsp_in1k,224,22.636,77.365,40.415,59.585,5.48,0.875,bicubic,-52.980,-52.281,-34
ghostnetv2_100.in1k,224,22.614,77.386,40.058,59.942,6.16,0.875,bicubic,-52.572,-52.276,-18
mobilevit_s.cvnets_in1k,256,22.606,77.394,38.863,61.137,5.58,0.900,bicubic,-55.692,-55.305,-202
edgenext_x_small.in1k,288,22.594,77.406,39.511,60.489,2.34,1.000,bicubic,-53.112,-53.249,-42
tf_mobilenetv3_large_100.in1k,224,22.563,77.437,39.763,60.237,5.48,0.875,bilinear,-52.947,-52.837,-31
tf_efficientnet_b0.in1k,224,22.555,77.445,39.594,60.406,5.29,0.875,bicubic,-53.987,-53.414,-74
mobilenetv4_conv_small.e1200_r224_in1k,224,22.539,77.461,40.598,59.402,3.77,0.875,bicubic,-50.911,-50.742,+23
xcit_nano_12_p8_224.fb_in1k,224,22.504,77.496,40.795,59.205,3.05,1.000,bicubic,-51.396,-51.359,+16
tf_efficientnet_es.in1k,224,22.421,77.579,39.114,60.886,5.44,0.875,bicubic,-54.187,-54.062,-81
hrnet_w18_small_v2.ms_in1k,224,22.372,77.628,39.893,60.107,15.60,0.875,bilinear,-52.722,-52.521,-20
convit_tiny.fb_in1k,224,22.266,77.734,39.678,60.322,5.71,0.875,bicubic,-50.874,-52.025,+29
regnetx_004_tv.tv2_in1k,224,22.242,77.757,39.120,60.880,5.50,0.965,bicubic,-52.354,-53.020,-6
edgenext_x_small.in1k,256,22.188,77.812,39.054,60.946,2.34,0.900,bicubic,-52.686,-53.250,-16
regnety_008.pycls_in1k,224,22.131,77.870,38.985,61.015,6.26,0.875,bicubic,-54.204,-54.075,-72
ese_vovnet19b_dw.ra_in1k,288,22.095,77.905,39.482,60.518,6.54,0.950,bicubic,-55.693,-54.210,-166
seresnext26t_32x4d.bt_in1k,224,22.020,77.980,38.505,61.495,16.81,0.875,bicubic,-55.960,-55.245,-186
regnetx_008.pycls_in1k,224,21.979,78.021,38.924,61.076,7.26,0.875,bicubic,-53.075,-53.414,-24
regnety_006.pycls_in1k,224,21.967,78.033,38.955,61.045,6.06,0.875,bicubic,-53.307,-53.577,-35
semnasnet_100.rmsp_in1k,224,21.956,78.044,38.702,61.298,3.89,0.875,bicubic,-53.496,-54.156,-41
vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,21.952,78.048,39.427,60.573,6.36,1.000,bicubic,-54.010,-53.845,-65
resnet26d.bt_in1k,224,21.938,78.062,38.631,61.369,16.01,0.875,bicubic,-54.760,-54.525,-98
starnet_s1.in1k,224,21.891,78.109,38.940,61.060,2.87,0.875,bicubic,-51.641,-52.564,+7
cs3darknet_focus_s.ra4_e3600_r256_in1k,320,21.889,78.111,39.789,60.211,3.27,1.000,bicubic,-51.269,-51.669,+16
resnet18.a2_in1k,224,21.873,78.127,38.466,61.534,11.69,0.950,bicubic,-48.761,-51.020,+54
pit_ti_224.in1k,224,21.852,78.148,39.527,60.473,4.85,0.900,bicubic,-51.075,-51.885,+19
pvt_v2_b0.in1k,224,21.834,78.166,40.138,59.862,3.67,0.900,bicubic,-48.820,-50.068,+51
regnetx_006.pycls_in1k,224,21.759,78.241,38.942,61.058,6.20,0.875,bicubic,-52.145,-52.698,-4
vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,21.702,78.298,39.323,60.677,5.79,1.000,bicubic,-56.736,-55.219,-236
crossvit_9_240.in1k,240,21.698,78.302,39.258,60.742,8.55,0.875,bicubic,-52.296,-52.718,-9
vgg19_bn.tv_in1k,224,21.637,78.363,39.288,60.712,143.68,0.875,bilinear,-52.593,-52.560,-14
semnasnet_075.rmsp_in1k,224,21.594,78.406,38.950,61.050,2.91,0.875,bicubic,-51.406,-52.174,+11
resnet18.gluon_in1k,224,21.559,78.441,38.891,61.109,11.69,0.875,bicubic,-49.285,-50.859,+43
mobilevitv2_075.cvnets_in1k,256,21.543,78.457,38.614,61.386,2.87,0.888,bicubic,-54.069,-54.141,-65
fbnetc_100.rmsp_in1k,224,21.529,78.471,38.156,61.844,5.57,0.875,bilinear,-53.591,-54.228,-46
repghostnet_100.in1k,224,21.490,78.510,38.700,61.300,4.07,0.875,bicubic,-52.718,-52.850,-18
xcit_nano_12_p16_224.fb_in1k,224,21.449,78.551,39.787,60.213,3.05,1.000,bicubic,-48.533,-49.993,+47
mixnet_s.ft_in1k,224,21.417,78.583,38.228,61.772,4.13,0.875,bicubic,-54.583,-54.568,-84
ghostnet_100.in1k,224,21.376,78.624,38.128,61.872,5.18,0.875,bicubic,-52.582,-53.414,-17
mnasnet_100.rmsp_in1k,224,21.364,78.636,37.729,62.271,4.38,0.875,bicubic,-53.308,-54.379,-38
seresnext26d_32x4d.bt_in1k,224,21.299,78.701,37.322,62.678,16.81,0.875,bicubic,-56.293,-56.292,-177
resnet26.bt_in1k,224,21.295,78.705,38.030,61.970,16.00,0.875,bicubic,-54.003,-54.548,-59
resnet18.fb_ssl_yfcc100m_ft_in1k,224,21.290,78.710,39.126,60.874,11.69,0.875,bilinear,-51.346,-52.290,+6
lcnet_100.ra2_in1k,224,21.285,78.715,38.889,61.111,2.95,0.875,bicubic,-50.844,-51.487,+18
legacy_seresnext26_32x4d.in1k,224,21.085,78.915,37.639,62.361,16.79,0.875,bicubic,-56.015,-55.619,-145
crossvit_tiny_240.in1k,240,21.046,78.954,38.051,61.949,7.01,0.875,bicubic,-52.306,-53.855,-11
efficientvit_m2.r224_in1k,224,21.046,78.954,37.670,62.330,4.19,0.875,bicubic,-49.750,-52.482,+30
repvgg_a0.rvgg_in1k,224,20.993,79.007,37.601,62.399,9.11,0.875,bilinear,-51.433,-52.905,+3
resnet18.a2_in1k,288,20.951,79.049,36.849,63.151,11.69,1.000,bicubic,-51.413,-53.771,+4
regnetx_004.pycls_in1k,224,20.900,79.100,37.560,62.440,5.16,0.875,bicubic,-51.582,-53.280,0
seresnext26t_32x4d.bt_in1k,288,20.865,79.135,36.364,63.636,16.81,0.950,bicubic,-57.871,-57.954,-291
spnasnet_100.rmsp_in1k,224,20.843,79.157,37.902,62.098,4.42,0.875,bilinear,-53.243,-53.924,-33
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,224,20.765,79.235,37.776,62.224,3.50,0.875,bicubic,-52.145,-53.224,-8
tf_mixnet_s.in1k,224,20.466,79.534,36.642,63.358,4.13,0.875,bicubic,-55.190,-55.990,-89
vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,20.460,79.540,37.574,62.426,5.72,0.900,bicubic,-54.992,-55.034,-78
regnety_004.pycls_in1k,224,20.409,79.591,37.041,62.959,4.34,0.875,bicubic,-53.595,-54.715,-37
tf_mobilenetv3_large_075.in1k,224,20.403,79.597,36.794,63.206,3.99,0.875,bilinear,-53.039,-54.538,-26
hrnet_w18_small.gluon_in1k,224,20.397,79.603,37.018,62.982,13.19,0.875,bicubic,-53.537,-54.160,-36
hrnet_w18_small.ms_in1k,224,20.360,79.640,37.090,62.910,13.19,0.875,bilinear,-51.980,-53.598,-6
resnet26d.bt_in1k,288,20.277,79.722,36.358,63.642,16.01,0.950,bicubic,-57.144,-57.276,-184
resnet18.tv_in1k,224,20.238,79.762,37.258,62.742,11.69,0.875,bilinear,-49.514,-51.824,+24
mixer_l16_224.goog_in21k_ft_in1k,224,20.181,79.819,32.952,67.048,208.20,0.875,bicubic,-51.903,-54.680,0
deit_tiny_patch16_224.fb_in1k,224,20.140,79.860,37.574,62.426,5.72,0.900,bicubic,-52.050,-53.526,-4
tf_mobilenetv3_large_minimal_100.in1k,224,20.130,79.870,36.912,63.088,3.92,0.875,bilinear,-52.140,-53.752,-8
seresnext26d_32x4d.bt_in1k,288,20.071,79.929,35.237,64.763,16.81,0.950,bicubic,-58.745,-59.029,-315
efficientvit_m1.r224_in1k,224,19.975,80.025,36.481,63.519,2.98,0.875,bicubic,-48.365,-52.211,+26
vgg16_bn.tv_in1k,224,19.963,80.037,36.324,63.676,138.37,0.875,bilinear,-53.391,-55.166,-34
resnet26.bt_in1k,288,19.765,80.235,35.845,64.155,16.00,0.950,bicubic,-56.619,-57.333,-128
resnet18.a3_in1k,160,19.700,80.300,35.416,64.584,11.69,0.950,bicubic,-45.970,-50.852,+36
repghostnet_080.in1k,224,19.478,80.522,35.955,64.045,3.28,0.875,bicubic,-52.762,-54.537,-12
vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,19.356,80.644,36.102,63.898,6.34,0.900,bicubic,-52.444,-54.708,-7
mobileone_s0.apple_in1k,224,19.299,80.701,35.336,64.664,5.29,0.875,bilinear,-52.099,-54.528,-1
tinynet_c.in1k,184,19.289,80.711,36.031,63.969,2.46,0.875,bicubic,-51.925,-53.715,0
edgenext_xx_small.in1k,288,18.867,81.133,35.178,64.822,1.33,1.000,bicubic,-53.019,-55.356,-11
edgenext_xx_small.in1k,256,18.611,81.389,34.699,65.301,1.33,0.900,bicubic,-52.521,-55.343,-1
resnet18.a3_in1k,224,18.440,81.560,33.475,66.525,11.69,0.950,bicubic,-49.810,-54.697,+17
efficientvit_b0.r224_in1k,224,18.438,81.562,33.243,66.757,3.41,0.950,bicubic,-52.970,-56.191,-7
mobilevit_xs.cvnets_in1k,256,18.340,81.660,33.235,66.765,2.32,0.900,bicubic,-56.278,-59.115,-73
lcnet_075.ra2_in1k,224,18.116,81.884,34.363,65.637,2.36,0.875,bicubic,-50.670,-54.021,+10
mobilenetv4_conv_small_050.e3000_r224_in1k,256,17.978,82.022,34.453,65.547,2.24,0.950,bicubic,-47.848,-51.963,+23
vgg19.tv_in1k,224,17.935,82.065,33.064,66.936,143.67,0.875,bilinear,-54.465,-57.814,-30
vgg13_bn.tv_in1k,224,17.805,82.195,34.045,65.955,133.05,0.875,bilinear,-53.755,-56.327,-14
mobilenetv4_conv_small_050.e3000_r224_in1k,224,17.678,82.322,33.852,66.148,2.24,0.875,bicubic,-47.100,-51.648,+25
resnet10t.c3_in1k,176,17.650,82.350,33.520,66.480,5.44,0.875,bicubic,-49.074,-53.456,+15
vgg16.tv_in1k,224,17.534,82.466,32.760,67.240,138.36,0.875,bilinear,-54.060,-57.638,-18
regnety_002.pycls_in1k,224,17.448,82.552,32.465,67.535,3.16,0.875,bicubic,-52.840,-57.079,-5
vgg11_bn.tv_in1k,224,17.397,82.603,32.952,67.048,132.87,0.875,bilinear,-52.977,-56.850,-7
resnet14t.c3_in1k,176,17.381,82.619,32.115,67.885,10.08,0.875,bicubic,-53.937,-57.565,-16
mobilevitv2_050.cvnets_in1k,256,17.346,82.654,33.015,66.985,1.37,0.888,bicubic,-52.810,-56.915,-7
repghostnet_058.in1k,224,17.198,82.802,32.630,67.370,2.55,0.875,bicubic,-51.740,-55.756,-3
regnetx_002.pycls_in1k,224,16.980,83.020,32.243,67.757,2.68,0.875,bicubic,-51.778,-56.325,-1
mobilenetv3_small_100.lamb_in1k,224,16.850,83.150,32.520,67.480,2.54,0.875,bicubic,-50.786,-55.118,+4
fasternet_t0.in1k,224,16.748,83.252,31.842,68.158,3.91,1.000,bicubic,-54.984,-58.232,-27
mobilenetv2_050.lamb_in1k,224,16.721,83.279,31.897,68.103,1.97,0.875,bicubic,-49.207,-54.217,+8
resnet10t.c3_in1k,224,16.709,83.291,32.139,67.861,5.44,0.950,bicubic,-51.645,-55.895,-4
tinynet_d.in1k,152,16.683,83.317,32.457,67.543,2.34,0.875,bicubic,-50.253,-54.621,+2
efficientvit_m0.r224_in1k,224,16.662,83.338,31.944,68.056,2.35,0.875,bicubic,-46.642,-53.196,+12
mnasnet_small.lamb_in1k,224,16.640,83.360,31.877,68.123,2.03,0.875,bicubic,-49.564,-54.593,+2
dla60x_c.in1k,224,16.316,83.684,31.752,68.249,1.32,0.875,bilinear,-51.612,-56.675,-5
tf_mobilenetv3_small_100.in1k,224,16.273,83.727,31.119,68.881,2.54,0.875,bilinear,-51.649,-56.567,-5
vgg13.tv_in1k,224,16.127,83.873,30.991,69.009,133.05,0.875,bilinear,-53.823,-58.271,-17
resnet14t.c3_in1k,224,15.999,84.001,30.040,69.960,10.08,0.950,bicubic,-56.243,-60.278,-45
vgg11.tv_in1k,224,15.715,84.285,30.470,69.530,132.86,0.875,bilinear,-53.335,-58.160,-17
repghostnet_050.in1k,224,15.601,84.399,30.215,69.785,2.31,0.875,bicubic,-51.377,-56.721,-7
mobilenetv3_small_075.lamb_in1k,224,14.988,85.013,29.745,70.255,2.04,0.875,bicubic,-50.297,-55.717,+1
tf_mobilenetv3_small_075.in1k,224,14.974,85.026,29.655,70.345,2.04,0.875,bilinear,-50.732,-56.475,-2
dla46_c.in1k,224,14.744,85.256,29.354,70.646,1.30,0.875,bilinear,-50.136,-56.976,0
mobilevit_xxs.cvnets_in1k,256,14.565,85.435,28.725,71.275,1.27,0.900,bicubic,-54.371,-60.217,-20
dla46x_c.in1k,224,14.402,85.598,29.236,70.764,1.07,0.875,bilinear,-51.606,-57.710,-8
tf_mobilenetv3_small_minimal_100.in1k,224,14.257,85.743,28.666,71.334,2.04,0.875,bilinear,-48.636,-55.604,+1
lcnet_050.ra2_in1k,224,14.239,85.761,28.527,71.473,1.88,0.875,bicubic,-48.899,-55.875,-1
test_vit3.r160_in1k,160,13.512,86.488,28.185,71.815,0.93,0.950,bicubic,-43.396,-52.563,+2
tinynet_e.in1k,106,12.743,87.257,26.495,73.505,2.04,0.875,bicubic,-47.131,-55.279,-1
test_convnext3.r160_in1k,160,12.372,87.628,26.214,73.786,0.47,0.950,bicubic,-40.930,-52.112,+2
test_convnext2.r160_in1k,160,12.290,87.710,26.462,73.538,0.48,0.950,bicubic,-41.231,-52.097,0
mobilenetv3_small_050.lamb_in1k,224,11.046,88.954,23.480,76.519,1.59,0.875,bicubic,-46.872,-56.664,-3
test_convnext.r160_in1k,160,10.248,89.752,23.797,76.203,0.27,0.950,bicubic,-37.526,-50.369,0
test_resnet.r160_in1k,160,9.265,90.735,21.859,78.141,0.47,0.950,bilinear,-32.337,-46.125,+7
test_efficientnet_evos.r160_in1k,160,8.861,91.139,19.688,80.312,0.36,0.950,bicubic,-37.643,-51.334,+1
test_nfnet.r160_in1k,160,8.589,91.411,19.552,80.448,0.38,0.950,bicubic,-39.045,-53.328,-2
test_efficientnet_ln.r160_in1k,160,8.277,91.723,19.081,80.919,0.36,0.950,bicubic,-35.681,-50.245,+1
test_efficientnet_gn.r160_in1k,160,7.962,92.038,18.175,81.825,0.36,0.950,bicubic,-35.926,-50.981,+1
test_byobnet.r160_in1k,160,7.774,92.226,17.866,82.134,0.46,0.950,bicubic,-38.084,-53.138,-2
test_efficientnet.r160_in1k,160,7.361,92.639,17.173,82.827,0.36,0.950,bicubic,-39.145,-53.863,-5
test_vit2.r160_in1k,160,5.608,94.392,14.058,85.942,0.46,0.950,bicubic,-36.642,-54.924,-1
test_vit.r160_in1k,160,4.862,95.138,11.954,88.046,0.37,0.950,bicubic,-36.120,-55.429,0