model,top1,top1_err,top5,top5_err,param_count,img_size,crop_pct,interpolation,top1_diff,top5_diff,rank_diff
eva_giant_patch14_336.clip_ft_in1k,71.177,28.823,90.299,9.701,"1,013.01",336,1.000,bicubic,-18.289,-8.527,+6
eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,70.662,29.338,89.856,10.144,305.08,448,1.000,bicubic,-19.390,-9.192,-1
eva02_large_patch14_448.mim_m38m_ft_in1k,70.546,29.454,89.843,10.157,305.08,448,1.000,bicubic,-19.028,-9.081,+2
convnext_xxlarge.clip_laion2b_soup_ft_in1k,70.039,29.961,90.334,9.666,846.47,256,1.000,bicubic,-18.565,-8.374,+10
eva_giant_patch14_224.clip_ft_in1k,70.021,29.979,89.768,10.232,"1,012.56",224,0.900,bicubic,-18.859,-8.912,+4
eva_giant_patch14_336.m30m_ft_in22k_in1k,68.052,31.948,87.819,12.181,"1,013.01",336,1.000,bicubic,-21.514,-11.133,0
eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,67.533,32.467,87.506,12.494,305.08,448,1.000,bicubic,-22.437,-11.506,-5
eva_giant_patch14_560.m30m_ft_in22k_in1k,67.486,32.514,87.473,12.527,"1,014.45",560,1.000,bicubic,-22.300,-11.519,-5
vit_huge_patch14_clip_224.laion2b_ft_in1k,67.396,32.604,87.882,12.118,632.05,224,1.000,bicubic,-20.192,-10.337,+39
eva02_large_patch14_448.mim_in22k_ft_in1k,66.987,33.013,87.443,12.557,305.08,448,1.000,bicubic,-22.635,-11.507,-6
convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,66.435,33.565,87.349,12.651,200.13,384,1.000,bicubic,-21.413,-11.097,+31
vit_large_patch14_clip_336.laion2b_ft_in1k,65.741,34.259,86.909,13.091,304.53,336,1.000,bicubic,-22.115,-11.459,+28
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,65.731,34.269,87.017,12.983,200.13,384,1.000,bicubic,-22.575,-11.565,+10
vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,65.323,34.677,86.826,13.174,632.05,224,1.000,bicubic,-22.933,-11.726,+11
vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,65.260,34.740,86.757,13.242,632.46,336,1.000,bicubic,-23.332,-11.905,+1
convnext_large_mlp.clip_laion2b_augreg_ft_in1k,65.091,34.909,86.284,13.716,200.13,256,1.000,bicubic,-22.245,-11.934,+42
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,64.918,35.082,86.649,13.351,200.13,320,1.000,bicubic,-23.040,-11.827,+19
vit_large_patch14_clip_224.laion2b_ft_in1k,64.820,35.181,86.575,13.425,304.20,224,1.000,bicubic,-22.466,-11.669,+43
regnety_1280.swag_ft_in1k,64.106,35.894,86.034,13.966,644.81,384,1.000,bicubic,-24.124,-12.652,+9
vit_large_patch14_clip_336.openai_ft_in12k_in1k,64.065,35.935,85.912,14.088,304.53,336,1.000,bicubic,-24.203,-12.614,+4
eva_large_patch14_336.in22k_ft_in1k,63.096,36.904,84.382,15.618,304.53,336,1.000,bicubic,-25.574,-14.340,-8
vit_large_patch14_clip_224.openai_ft_in1k,62.629,37.371,85.109,14.891,304.20,224,1.000,bicubic,-25.225,-13.317,+19
vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,62.065,37.935,84.313,15.687,304.20,224,1.000,bicubic,-25.830,-14.095,+16
vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,61.611,38.389,83.651,16.349,304.53,336,1.000,bicubic,-26.569,-14.921,+8
vit_large_patch14_clip_224.openai_ft_in12k_in1k,61.402,38.598,83.362,16.638,304.20,224,1.000,bicubic,-26.772,-15.184,+8
eva_large_patch14_196.in22k_ft_in1k,61.113,38.887,82.776,17.224,304.14,196,1.000,bicubic,-26.819,-15.722,+11
eva_large_patch14_336.in22k_ft_in22k_in1k,60.944,39.056,82.136,17.864,304.53,336,1.000,bicubic,-28.262,-16.718,-19
convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,60.795,39.205,83.220,16.780,88.59,384,1.000,bicubic,-26.339,-15.002,+36
convnext_base.clip_laion2b_augreg_ft_in1k,60.276,39.724,82.678,17.322,88.59,256,1.000,bicubic,-25.882,-15.002,+90
regnety_1280.swag_lc_in1k,59.913,40.087,83.161,16.839,644.81,224,0.965,bicubic,-26.069,-14.689,+105
eva_large_patch14_196.in22k_ft_in22k_in1k,59.883,40.117,81.143,18.857,304.14,196,1.000,bicubic,-28.691,-17.515,-14
convnext_base.clip_laion2b_augreg_ft_in12k_in1k,59.836,40.164,82.810,17.190,88.59,256,1.000,bicubic,-26.534,-15.174,+74
convnext_base.clip_laiona_augreg_ft_in1k_384,59.392,40.608,82.242,17.758,88.59,384,1.000,bicubic,-27.110,-15.726,+63
eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,58.512,41.488,80.797,19.203,87.12,448,1.000,bicubic,-30.178,-17.927,-23
resnext101_32x32d.fb_wsl_ig1b_ft_in1k,58.376,41.624,80.398,19.602,468.53,224,0.875,bilinear,-26.722,-17.040,+163
beitv2_large_patch16_224.in1k_ft_in22k_in1k,58.366,41.634,80.226,19.774,304.43,224,0.950,bicubic,-30.028,-18.372,-16
eva02_base_patch14_448.mim_in22k_ft_in1k,58.036,41.964,80.768,19.232,87.12,448,1.000,bicubic,-30.216,-17.796,-11
regnety_320.swag_ft_in1k,57.906,42.094,81.456,18.544,145.05,384,1.000,bicubic,-28.928,-16.906,+42
convnextv2_huge.fcmae_ft_in22k_in1k_384,57.865,42.135,79.671,20.329,660.29,384,1.000,bicubic,-30.805,-19.067,-27
convnextv2_huge.fcmae_ft_in22k_in1k_512,57.851,42.149,79.497,20.503,660.29,512,1.000,bicubic,-31.007,-19.251,-30
resnext101_32x16d.fb_wsl_ig1b_ft_in1k,57.696,42.304,79.907,20.093,194.03,224,0.875,bilinear,-26.470,-17.291,+242
resnext101_32x16d.fb_swsl_ig1b_ft_in1k,57.478,42.522,80.373,19.627,194.03,224,0.875,bilinear,-25.858,-16.473,+333
vit_base_patch16_clip_384.laion2b_ft_in1k,56.879,43.121,80.004,19.997,86.86,384,1.000,bicubic,-29.739,-18.004,+45
beit_large_patch16_384.in22k_ft_in22k_in1k,56.879,43.121,79.221,20.779,305.00,384,1.000,bicubic,-31.523,-19.387,-24
beit_large_patch16_512.in22k_ft_in22k_in1k,56.757,43.243,78.911,21.089,305.67,512,1.000,bicubic,-31.839,-19.745,-30
resnext101_32x8d.fb_swsl_ig1b_ft_in1k,56.438,43.562,78.931,21.069,88.79,224,0.875,bilinear,-27.864,-18.245,+223
maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,56.327,43.673,77.305,22.695,116.14,384,1.000,bicubic,-31.502,-21.067,-4
maxvit_xlarge_tf_384.in21k_ft_in1k,56.212,43.788,78.742,21.258,475.32,384,1.000,bicubic,-32.101,-19.802,-26
maxvit_xlarge_tf_512.in21k_ft_in1k,56.156,43.844,78.636,21.364,475.77,512,1.000,bicubic,-32.382,-20.008,-31
maxvit_base_tf_512.in21k_ft_in1k,56.083,43.917,78.606,21.394,119.88,512,1.000,bicubic,-32.137,-19.924,-20
deit3_huge_patch14_224.fb_in22k_ft_in1k,55.767,44.233,77.626,22.374,632.13,224,1.000,bicubic,-31.420,-20.634,+12
maxvit_base_tf_384.in21k_ft_in1k,55.639,44.361,78.078,21.922,119.65,384,1.000,bicubic,-32.283,-20.466,-14
vit_base_patch16_clip_224.laion2b_ft_in1k,55.405,44.595,79.050,20.950,86.57,224,1.000,bicubic,-30.065,-18.525,+111
regnety_320.swag_lc_in1k,55.354,44.646,79.703,20.297,145.05,224,0.965,bicubic,-29.194,-17.739,+184
regnety_160.swag_ft_in1k,55.177,44.823,79.316,20.684,83.59,384,1.000,bicubic,-30.843,-18.736,+74
maxvit_large_tf_512.in21k_ft_in1k,55.171,44.829,77.276,22.724,212.33,512,1.000,bicubic,-33.053,-21.322,-27
maxvit_large_tf_384.in21k_ft_in1k,55.077,44.923,77.142,22.858,212.03,384,1.000,bicubic,-32.909,-21.426,-22
beit_large_patch16_224.in22k_ft_in22k_in1k,54.965,45.035,77.608,22.392,304.43,224,0.900,bicubic,-32.513,-20.696,-8
convnext_xlarge.fb_in22k_ft_in1k_384,54.961,45.039,76.824,23.176,350.20,384,1.000,bicubic,-32.791,-21.732,-15
resnext101_32x8d.fb_wsl_ig1b_ft_in1k,54.908,45.092,77.541,22.459,88.79,224,0.875,bilinear,-27.790,-18.603,+374
deit3_large_patch16_384.fb_in22k_ft_in1k,54.886,45.114,77.372,22.628,304.76,384,1.000,bicubic,-32.834,-21.140,-16
maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,54.747,45.253,76.848,23.152,116.09,384,1.000,bicubic,-32.717,-21.526,-10
caformer_b36.sail_in22k_ft_in1k_384,54.440,45.560,76.830,23.170,98.75,384,1.000,bicubic,-33.618,-21.752,-29
deit3_large_patch16_224.fb_in22k_ft_in1k,54.359,45.641,76.563,23.437,304.37,224,1.000,bicubic,-32.623,-21.673,+9
beitv2_large_patch16_224.in1k_ft_in1k,54.161,45.839,75.562,24.438,304.43,224,0.950,bicubic,-33.251,-22.671,-9
convnextv2_large.fcmae_ft_in22k_in1k_384,53.947,46.053,76.007,23.993,197.96,384,1.000,bicubic,-34.251,-22.521,-35
maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,53.731,46.269,75.140,24.860,116.14,224,0.950,bicubic,-33.163,-22.874,+9
resnext101_32x4d.fb_swsl_ig1b_ft_in1k,53.587,46.413,76.337,23.663,44.18,224,0.875,bilinear,-29.639,-20.423,+316
vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,53.493,46.507,75.653,24.347,86.86,384,1.000,bicubic,-33.713,-22.381,-7
vit_base_patch16_clip_384.openai_ft_in1k,53.074,46.926,76.655,23.345,86.86,384,1.000,bicubic,-33.132,-21.221,+44
regnety_160.swag_lc_in1k,53.043,46.957,78.090,21.910,83.59,224,0.965,bicubic,-30.739,-19.190,+253
convnextv2_base.fcmae_ft_in22k_in1k_384,52.907,47.093,75.083,24.917,88.72,384,1.000,bicubic,-34.737,-23.333,-26
convformer_b36.sail_in22k_ft_in1k_384,52.874,47.126,74.979,25.021,99.88,384,1.000,bicubic,-34.728,-23.455,-26
convnext_large.fb_in22k_ft_in1k_384,52.774,47.226,74.700,25.300,197.77,384,1.000,bicubic,-34.698,-23.686,-23
vit_large_patch16_384.augreg_in21k_ft_in1k,52.760,47.240,74.706,25.294,304.72,384,1.000,bicubic,-34.324,-23.596,-8
caformer_b36.sail_in22k_ft_in1k,52.756,47.244,75.309,24.691,98.75,224,1.000,bicubic,-34.664,-23.019,-21
convformer_b36.sail_in22k_ft_in1k,52.746,47.254,74.896,25.104,99.88,224,1.000,bicubic,-34.252,-23.276,-6
coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,52.389,47.611,73.802,26.198,73.88,384,1.000,bicubic,-34.994,-24.510,-21
swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,52.304,47.696,74.415,25.585,196.74,384,1.000,bicubic,-35.160,-23.835,-26
convnext_xlarge.fb_in22k_ft_in1k,52.216,47.784,73.955,26.045,350.20,288,1.000,bicubic,-35.114,-24.373,-21
vit_large_r50_s32_384.augreg_in21k_ft_in1k,52.041,47.959,73.570,26.430,329.09,384,1.000,bicubic,-34.141,-24.352,+35
vit_large_patch16_224.augreg_in21k_ft_in1k,51.819,48.181,73.690,26.310,304.33,224,0.900,bicubic,-34.017,-23.974,+57
vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,51.785,48.215,74.637,25.363,86.57,224,0.950,bicubic,-34.385,-23.119,+34
convnext_base.fb_in22k_ft_in1k_384,51.565,48.435,74.543,25.457,88.59,384,1.000,bicubic,-35.231,-23.721,-1
tf_efficientnet_l2.ns_jft_in1k_475,51.496,48.504,73.931,26.069,480.31,475,0.936,bicubic,-36.738,-24.615,-58
maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,51.190,48.810,73.126,26.874,116.09,224,0.950,bicubic,-35.452,-24.894,+2
vit_base_patch16_clip_384.openai_ft_in12k_in1k,51.153,48.847,74.323,25.677,86.86,384,0.950,bicubic,-35.873,-23.859,-17
caformer_m36.sail_in22k_ft_in1k_384,51.048,48.952,73.442,26.558,56.20,384,1.000,bicubic,-36.398,-24.866,-34
swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,50.976,49.024,73.295,26.705,87.92,384,1.000,bicubic,-36.120,-24.939,-23
vit_base_patch16_clip_224.openai_ft_in1k,50.936,49.064,74.841,25.159,86.57,224,0.900,bicubic,-34.356,-22.595,+88
seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,50.710,49.290,73.666,26.334,149.39,384,1.000,bicubic,-36.578,-24.668,-31
resnext50_32x4d.fb_swsl_ig1b_ft_in1k,50.465,49.535,73.366,26.634,25.03,224,0.875,bilinear,-31.707,-22.858,+420
swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,50.433,49.567,72.735,27.265,196.74,256,0.900,bicubic,-36.519,-25.371,-19
swin_large_patch4_window12_384.ms_in22k_ft_in1k,50.394,49.606,72.538,27.462,196.74,384,1.000,bicubic,-36.738,-25.696,-29
convnextv2_large.fcmae_ft_in22k_in1k,50.160,49.840,72.399,27.601,197.96,288,1.000,bicubic,-37.324,-25.957,-46
convnext_large.fb_in22k_ft_in1k,49.999,50.001,72.267,27.733,197.77,288,1.000,bicubic,-37.027,-25.937,-27
tf_efficientnetv2_xl.in21k_ft_in1k,49.722,50.278,72.124,27.876,208.12,512,1.000,bicubic,-37.026,-25.890,-12
vit_base_patch16_clip_224.openai_ft_in12k_in1k,49.700,50.300,72.868,27.132,86.57,224,0.950,bicubic,-36.242,-24.860,+37
caformer_m36.sail_in22k_ft_in1k,49.700,50.300,72.141,27.859,56.20,224,1.000,bicubic,-36.894,-25.883,-7
resnet50.fb_swsl_ig1b_ft_in1k,49.531,50.469,72.338,27.662,25.56,224,0.875,bilinear,-31.641,-23.648,+508
beitv2_base_patch16_224.in1k_ft_in22k_in1k,49.516,50.484,72.391,27.609,86.53,224,0.900,bicubic,-36.958,-25.661,-1
coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,49.394,50.606,70.848,29.152,73.88,224,0.950,bicubic,-37.110,-27.046,-7
convnextv2_base.fcmae_ft_in22k_in1k,49.142,50.858,71.230,28.770,88.72,288,1.000,bicubic,-37.856,-26.939,-31
convformer_m36.sail_in22k_ft_in1k_384,49.132,50.868,71.387,28.613,57.05,384,1.000,bicubic,-37.760,-26.729,-27
convformer_m36.sail_in22k_ft_in1k,49.091,50.909,71.471,28.529,57.05,224,1.000,bicubic,-37.057,-26.379,+15
vit_base_patch32_clip_224.laion2b_ft_in1k,49.062,50.938,72.584,27.416,88.22,224,0.900,bicubic,-33.520,-23.617,+350
swin_large_patch4_window7_224.ms_in22k_ft_in1k,48.993,51.007,71.387,28.613,196.53,224,0.900,bicubic,-37.319,-26.515,+1
convnext_base.fb_in22k_ft_in1k,48.938,51.062,71.748,28.252,88.59,288,1.000,bicubic,-37.336,-26.344,+2
swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,48.781,51.219,71.410,28.590,87.92,256,0.900,bicubic,-37.487,-26.472,+2
tf_efficientnetv2_l.in21k_ft_in1k,48.739,51.261,71.992,28.008,118.52,480,1.000,bicubic,-38.063,-26.144,-29
coatnet_2_rw_224.sw_in12k_ft_in1k,48.678,51.322,70.123,29.877,73.87,224,0.950,bicubic,-37.885,-27.773,-18
beit_base_patch16_384.in22k_ft_in22k_in1k,48.669,51.331,72.102,27.898,86.74,384,1.000,bicubic,-38.131,-26.034,-30
swin_base_patch4_window12_384.ms_in22k_ft_in1k,48.545,51.455,71.819,28.181,87.90,384,1.000,bicubic,-37.893,-26.247,-10
caformer_s36.sail_in22k_ft_in1k_384,48.486,51.514,71.518,28.482,39.30,384,1.000,bicubic,-38.372,-26.694,-36
maxvit_base_tf_512.in1k,48.240,51.760,70.793,29.207,119.88,512,1.000,bicubic,-38.362,-27.125,-25
vit_large_r50_s32_224.augreg_in21k_ft_in1k,48.185,51.815,70.866,29.134,328.99,224,0.900,bicubic,-36.233,-26.306,+144
vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,47.934,52.066,70.923,29.077,88.30,384,1.000,bicubic,-37.432,-26.737,+58
tf_efficientnet_b7.ns_jft_in1k,47.798,52.202,69.638,30.362,66.35,600,0.949,bicubic,-39.042,-28.454,-39
tf_efficientnet_b6.ns_jft_in1k,47.761,52.239,69.956,30.044,43.04,528,0.942,bicubic,-38.697,-27.934,-17
vit_base_patch8_224.augreg_in21k_ft_in1k,47.727,52.273,70.933,29.067,86.58,224,0.900,bicubic,-38.071,-26.857,+23
deit3_base_patch16_384.fb_in22k_ft_in1k,47.676,52.324,69.752,30.248,86.88,384,1.000,bicubic,-39.064,-28.364,-35
tf_efficientnet_l2.ns_jft_in1k,47.574,52.426,70.019,29.981,480.31,800,0.960,bicubic,-40.778,-28.629,-101
vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,47.570,52.430,70.047,29.953,88.34,448,1.000,bicubic,-38.210,-27.591,+22
vit_base_patch8_224.augreg2_in21k_ft_in1k,47.507,52.493,70.326,29.674,86.58,224,0.900,bicubic,-38.711,-27.506,-11
tf_efficientnetv2_m.in21k_ft_in1k,47.456,52.544,70.945,29.055,54.14,480,1.000,bicubic,-38.536,-26.999,+7
deit3_base_patch16_224.fb_in22k_ft_in1k,47.378,52.622,69.769,30.230,86.59,224,1.000,bicubic,-38.322,-27.977,+25
tiny_vit_21m_512.dist_in22k_ft_in1k,47.254,52.746,70.062,29.938,21.27,512,1.000,bicubic,-39.204,-27.822,-26
convformer_s36.sail_in22k_ft_in1k_384,47.152,52.848,69.498,30.502,40.01,384,1.000,bicubic,-39.226,-28.486,-23
maxvit_large_tf_512.in1k,47.022,52.978,69.506,30.494,212.33,512,1.000,bicubic,-39.504,-28.374,-35
convnext_small.fb_in22k_ft_in1k_384,46.882,53.118,69.528,30.472,50.22,384,1.000,bicubic,-38.896,-28.362,+16
convnextv2_huge.fcmae_ft_in1k,46.880,53.120,67.785,32.215,660.29,288,1.000,bicubic,-39.700,-30.187,-39
convformer_s36.sail_in22k_ft_in1k,46.863,53.137,69.528,30.472,40.01,224,1.000,bicubic,-38.551,-28.040,+37
caformer_s36.sail_in22k_ft_in1k,46.708,53.292,69.744,30.256,39.30,224,1.000,bicubic,-39.083,-28.082,+11
tiny_vit_21m_384.dist_in22k_ft_in1k,46.256,53.744,69.231,30.769,21.23,384,1.000,bicubic,-39.852,-28.479,-12
beit_base_patch16_224.in22k_ft_in22k_in1k,46.254,53.746,69.885,30.115,86.53,224,0.900,bicubic,-38.958,-27.773,+52
vit_base_patch32_clip_384.openai_ft_in12k_in1k,46.234,53.766,69.288,30.712,88.30,384,0.950,bicubic,-38.980,-28.116,+49
maxvit_base_tf_384.in1k,46.234,53.766,68.531,31.468,119.65,384,1.000,bicubic,-40.068,-29.267,-27
hrnet_w48_ssld.paddle_in1k,46.177,53.823,68.056,31.944,77.47,288,1.000,bilinear,-38.303,-29.178,+110
beitv2_base_patch16_224.in1k_ft_in1k,46.002,53.998,67.859,32.141,86.53,224,0.900,bicubic,-39.592,-29.647,+17
vit_base_patch16_384.augreg_in21k_ft_in1k,45.894,54.106,68.557,31.443,86.86,384,1.000,bicubic,-40.100,-29.445,-9
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,45.863,54.137,68.608,31.392,93.59,320,1.000,bicubic,-40.861,-29.568,-54
tf_efficientnet_b8.ap_in1k,45.780,54.220,67.907,32.093,87.41,672,0.954,bicubic,-39.584,-29.385,+34
maxvit_large_tf_384.in1k,45.760,54.240,68.160,31.840,212.03,384,1.000,bicubic,-40.470,-29.528,-31
vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,45.758,54.242,68.881,31.119,88.22,224,0.900,bicubic,-37.538,-27.647,+236
convnext_small.in12k_ft_in1k_384,45.721,54.279,67.818,32.182,50.22,384,1.000,bicubic,-40.461,-30.104,-30
tf_efficientnet_b5.ns_jft_in1k,45.611,54.389,67.850,32.150,30.39,456,0.934,bicubic,-40.477,-29.906,-22
swin_base_patch4_window7_224.ms_in22k_ft_in1k,45.532,54.468,68.504,31.496,87.77,224,0.900,bicubic,-39.740,-29.060,+33
mvitv2_large.fb_in1k,45.277,54.723,65.183,34.817,217.99,224,0.900,bicubic,-39.967,-32.031,+35
vit_base_patch16_224.augreg2_in21k_ft_in1k,45.114,54.886,67.394,32.606,86.57,224,0.900,bicubic,-39.980,-30.136,+50
vit_base_patch32_clip_224.openai_ft_in1k,45.031,54.969,68.453,31.547,88.22,224,0.900,bicubic,-36.899,-27.513,+388
tiny_vit_21m_224.dist_in22k_ft_in1k,44.851,55.149,67.590,32.410,21.20,224,0.950,bicubic,-40.235,-29.776,+50
seresnextaa101d_32x8d.sw_in12k_ft_in1k,44.801,55.199,67.372,32.628,93.59,288,1.000,bicubic,-41.683,-30.658,-53
convnextv2_large.fcmae_ft_in1k,44.797,55.203,65.853,34.147,197.96,288,1.000,bicubic,-41.320,-31.969,-32
volo_d5_512.sail_in1k,44.577,55.423,65.765,34.235,296.09,512,1.150,bicubic,-42.481,-32.205,-86
convnextv2_tiny.fcmae_ft_in22k_in1k_384,44.322,55.678,66.655,33.345,28.64,384,1.000,bicubic,-40.784,-30.973,+41
cait_m48_448.fb_dist_in1k,44.212,55.788,64.674,35.326,356.46,448,1.000,bicubic,-42.280,-33.078,-58
deit3_large_patch16_384.fb_in1k,44.182,55.818,64.845,35.155,304.76,384,1.000,bicubic,-41.630,-32.753,-15
volo_d5_448.sail_in1k,44.100,55.900,65.065,34.935,295.91,448,1.150,bicubic,-42.852,-32.873,-83
eva02_small_patch14_336.mim_in22k_ft_in1k,43.960,56.040,65.942,34.058,22.13,336,1.000,bicubic,-41.758,-31.692,-9
deit3_huge_patch14_224.fb_in1k,43.807,56.193,64.350,35.650,632.13,224,0.900,bicubic,-41.417,-33.010,+25
convnext_small.fb_in22k_ft_in1k,43.620,56.380,66.464,33.536,50.22,288,1.000,bicubic,-41.642,-31.218,+20
deit3_large_patch16_224.fb_in1k,43.516,56.484,63.572,36.428,304.37,224,0.900,bicubic,-41.258,-33.464,+63
vit_base_r50_s16_384.orig_in21k_ft_in1k,43.501,56.499,66.781,33.219,98.95,384,1.000,bicubic,-41.475,-30.509,+47
tf_efficientnet_b4.ns_jft_in1k,43.447,56.553,65.513,34.487,19.34,380,0.922,bicubic,-41.712,-31.955,+28
deit3_medium_patch16_224.fb_in22k_ft_in1k,43.276,56.724,64.888,35.112,38.85,224,1.000,bicubic,-41.273,-32.300,+72
volo_d5_224.sail_in1k,43.243,56.757,64.079,35.921,295.46,224,0.960,bicubic,-42.827,-33.497,-40
vit_base_patch16_224.augreg_in21k_ft_in1k,43.221,56.779,65.722,34.279,86.57,224,0.900,bicubic,-41.310,-31.572,+73
volo_d4_448.sail_in1k,43.133,56.867,64.108,35.892,193.41,448,1.150,bicubic,-43.659,-33.776,-84
efficientnet_b5.sw_in12k_ft_in1k,42.872,57.128,65.415,34.585,30.39,448,1.000,bicubic,-43.024,-32.321,-32
xcit_large_24_p8_384.fb_dist_in1k,42.838,57.162,63.418,36.582,188.93,384,1.000,bicubic,-43.158,-34.272,-40
regnety_160.lion_in12k_ft_in1k,42.748,57.252,64.203,35.797,83.59,288,1.000,bicubic,-43.240,-33.632,-38
regnety_160.sw_in12k_ft_in1k,42.683,57.317,64.338,35.662,83.59,288,1.000,bicubic,-43.303,-33.496,-38
maxvit_small_tf_512.in1k,42.681,57.319,64.537,35.464,69.13,512,1.000,bicubic,-43.403,-33.227,-48
convnext_small.in12k_ft_in1k,42.669,57.331,64.342,35.658,50.22,288,1.000,bicubic,-42.661,-33.204,+3
xcit_large_24_p8_224.fb_dist_in1k,42.557,57.443,63.098,36.902,188.93,224,1.000,bicubic,-42.845,-34.304,-4
tf_efficientnet_b8.ra_in1k,42.498,57.502,64.873,35.127,87.41,672,0.954,bicubic,-42.870,-32.521,-2
caformer_b36.sail_in1k,42.465,57.535,62.849,37.151,98.75,224,1.000,bicubic,-43.039,-34.461,-15
caformer_b36.sail_in1k_384,42.457,57.543,62.856,37.144,98.75,384,1.000,bicubic,-43.951,-34.958,-74
maxvit_large_tf_224.in1k,42.414,57.586,63.399,36.601,211.79,224,0.950,bicubic,-42.528,-33.571,+33
cait_m36_384.fb_dist_in1k,42.410,57.590,63.324,36.676,271.22,384,1.000,bicubic,-43.648,-34.406,-53
volo_d4_224.sail_in1k,42.304,57.696,63.002,36.998,192.96,224,0.960,bicubic,-43.568,-34.470,-43
caformer_s18.sail_in22k_ft_in1k_384,42.054,57.946,64.774,35.226,26.34,384,1.000,bicubic,-43.360,-32.928,-14
deit3_small_patch16_384.fb_in22k_ft_in1k,41.954,58.046,64.564,35.436,22.21,384,1.000,bicubic,-42.870,-32.922,+38
vit_medium_patch16_gap_384.sw_in12k_ft_in1k,41.891,58.109,63.701,36.299,39.03,384,0.950,bicubic,-43.639,-33.935,-23
maxvit_tiny_tf_512.in1k,41.842,58.158,63.576,36.424,31.05,512,1.000,bicubic,-43.822,-34.008,-32
caformer_s36.sail_in1k_384,41.738,58.262,62.762,37.238,39.30,384,1.000,bicubic,-44.004,-34.910,-38
swin_small_patch4_window7_224.ms_in22k_ft_in1k,41.590,58.410,64.542,35.458,49.61,224,0.900,bicubic,-41.708,-32.422,+192
convformer_s18.sail_in22k_ft_in1k_384,41.573,58.427,63.348,36.652,26.77,384,1.000,bicubic,-43.425,-34.222,+21
regnety_2560.seer_ft_in1k,41.524,58.476,64.896,35.104,"1,282.60",384,1.000,bicubic,-43.626,-32.542,+4
caformer_m36.sail_in1k_384,41.498,58.502,61.524,38.476,56.20,384,1.000,bicubic,-44.668,-36.296,-72
coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,41.486,58.514,61.485,38.515,41.72,224,0.950,bicubic,-43.424,-35.473,+25
tf_efficientnet_b7.ra_in1k,41.437,58.563,63.027,36.973,66.35,600,0.949,bicubic,-43.495,-34.181,+21
tf_efficientnet_b7.ap_in1k,41.433,58.567,62.880,37.120,66.35,600,0.949,bicubic,-43.691,-34.372,+1
tf_efficientnet_b5.ap_in1k,41.418,58.582,62.074,37.926,30.39,456,0.934,bicubic,-42.840,-34.900,+79
regnety_120.sw_in12k_ft_in1k,41.331,58.669,63.187,36.813,51.82,288,1.000,bicubic,-44.069,-34.395,-23
dm_nfnet_f3.dm_in1k,41.323,58.677,62.110,37.890,254.92,416,0.940,bicubic,-44.363,-35.460,-44
resnetv2_152x4_bit.goog_in21k_ft_in1k,41.306,58.694,64.311,35.689,936.53,480,1.000,bilinear,-43.610,-33.127,+17
dm_nfnet_f5.dm_in1k,41.290,58.710,62.013,37.987,377.21,544,0.954,bicubic,-44.810,-35.675,-75
caformer_s18.sail_in22k_ft_in1k,41.217,58.783,63.831,36.169,26.34,224,1.000,bicubic,-42.857,-33.367,+92
dm_nfnet_f6.dm_in1k,41.170,58.830,62.843,37.157,438.36,576,0.956,bicubic,-45.192,-35.053,-93
convnext_tiny.in12k_ft_in1k_384,41.113,58.887,62.825,37.175,28.59,384,1.000,bicubic,-44.009,-34.781,-6
tf_efficientnet_b6.ap_in1k,41.095,58.905,62.365,37.635,43.04,528,0.942,bicubic,-43.693,-34.773,+22
xcit_large_24_p16_384.fb_dist_in1k,41.036,58.964,61.237,38.763,189.10,384,1.000,bicubic,-44.718,-36.301,-56
xcit_large_24_p16_224.fb_dist_in1k,40.942,59.058,61.326,38.674,189.10,224,1.000,bicubic,-43.974,-35.802,+11
tf_efficientnetv2_l.in1k,40.928,59.072,62.011,37.989,118.52,480,1.000,bicubic,-44.736,-35.463,-51
tf_efficientnetv2_s.in21k_ft_in1k,40.922,59.078,63.849,36.151,21.46,384,1.000,bicubic,-43.364,-33.403,+64
maxvit_small_tf_384.in1k,40.844,59.156,61.972,38.028,69.02,384,1.000,bicubic,-44.696,-35.490,-47
edgenext_base.in21k_ft_in1k,40.836,59.164,61.776,38.224,18.51,320,1.000,bicubic,-43.218,-35.420,+86
maxvit_base_tf_224.in1k,40.789,59.211,61.196,38.804,119.47,224,0.950,bicubic,-44.071,-35.792,+10
xcit_medium_24_p8_224.fb_dist_in1k,40.498,59.502,60.502,39.498,84.32,224,1.000,bicubic,-44.576,-36.748,-7
vit_small_r26_s32_384.augreg_in21k_ft_in1k,40.474,59.526,62.731,37.269,36.47,384,1.000,bicubic,-43.574,-34.597,+85
tf_efficientnet_b4.ap_in1k,40.474,59.526,61.713,38.287,19.34,380,0.922,bicubic,-42.776,-34.683,+171
deit3_base_patch16_224.fb_in1k,40.382,59.618,60.164,39.836,86.59,224,0.900,bicubic,-43.404,-36.422,+110
inception_next_base.sail_in1k_384,40.333,59.667,60.781,39.219,86.67,384,1.000,bicubic,-44.869,-36.633,-25
convformer_s18.sail_in22k_ft_in1k,40.301,59.699,61.719,38.281,26.77,224,1.000,bicubic,-43.437,-35.329,+117
vit_medium_patch16_gap_256.sw_in12k_ft_in1k,40.278,59.722,61.664,38.336,38.86,256,0.950,bicubic,-44.168,-35.546,+36
flexivit_large.600ep_in1k,40.268,59.732,60.365,39.635,304.36,240,0.950,bicubic,-45.272,-37.123,-58
vit_base_patch16_224_miil.in21k_ft_in1k,40.164,59.836,60.883,39.117,86.54,224,0.875,bilinear,-44.102,-35.921,+54
deit3_small_patch16_224.fb_in22k_ft_in1k,40.152,59.848,61.864,38.136,22.06,224,1.000,bicubic,-42.924,-34.912,+183
regnetz_e8.ra3_in1k,40.136,59.864,61.316,38.684,57.70,320,1.000,bicubic,-44.898,-35.956,-14
maxvit_rmlp_small_rw_224.sw_in1k,40.105,59.895,59.514,40.486,64.90,224,0.900,bicubic,-44.387,-37.496,+26
flexivit_large.1200ep_in1k,40.097,59.903,60.650,39.350,304.36,240,0.950,bicubic,-45.547,-36.890,-67
xcit_medium_24_p8_384.fb_dist_in1k,40.050,59.950,60.451,39.549,84.32,384,1.000,bicubic,-45.766,-37.141,-82
flexivit_large.300ep_in1k,39.991,60.009,59.987,40.013,304.36,240,0.950,bicubic,-45.297,-37.413,-45
maxvit_tiny_tf_384.in1k,39.971,60.029,60.909,39.091,30.98,384,1.000,bicubic,-45.129,-36.469,-28
convnextv2_tiny.fcmae_ft_in22k_in1k,39.938,60.062,61.835,38.165,28.64,288,1.000,bicubic,-44.478,-35.425,+35
dm_nfnet_f4.dm_in1k,39.926,60.074,60.449,39.551,316.07,512,0.951,bicubic,-45.910,-37.369,-87
xcit_medium_24_p16_384.fb_dist_in1k,39.897,60.103,60.097,39.903,84.40,384,1.000,bicubic,-45.527,-37.233,-62
convnext_tiny.fb_in22k_ft_in1k_384,39.787,60.213,61.536,38.464,28.59,384,1.000,bicubic,-44.301,-35.608,+61
cait_s36_384.fb_dist_in1k,39.767,60.233,60.469,39.531,68.37,384,1.000,bicubic,-45.687,-37.009,-65
convnextv2_base.fcmae_ft_in1k,39.755,60.245,59.875,40.125,88.72,288,1.000,bicubic,-45.719,-37.509,-68
volo_d3_448.sail_in1k,39.702,60.298,59.760,40.240,86.63,448,1.000,bicubic,-46.800,-37.950,-135
efficientnetv2_rw_m.agc_in1k,39.675,60.325,59.679,40.321,53.24,416,1.000,bicubic,-45.135,-37.473,-10
xception65.ra3_in1k,39.623,60.377,60.919,39.081,39.92,299,0.940,bicubic,-43.557,-35.673,+153
ecaresnet269d.ra2_in1k,39.604,60.396,60.345,39.655,102.09,352,1.000,bicubic,-45.364,-36.877,-24
tf_efficientnet_b3.ns_jft_in1k,39.586,60.414,61.475,38.525,12.23,300,0.904,bicubic,-44.466,-35.443,+60
caformer_m36.sail_in1k,39.576,60.424,58.692,41.308,56.20,224,1.000,bicubic,-45.656,-38.508,-53
convformer_b36.sail_in1k,39.525,60.475,58.081,41.919,99.88,224,1.000,bicubic,-45.293,-38.865,-16
caformer_s36.sail_in1k,39.519,60.481,59.760,40.240,39.30,224,1.000,bicubic,-44.987,-37.236,+5
volo_d3_224.sail_in1k,39.482,60.518,59.858,40.142,86.33,224,0.960,bicubic,-45.932,-37.418,-70
convnext_large.fb_in1k,39.460,60.540,59.188,40.812,197.77,288,1.000,bicubic,-45.386,-38.026,-21
deit3_base_patch16_384.fb_in1k,39.409,60.591,58.930,41.070,86.88,384,1.000,bicubic,-45.665,-38.344,-38
xcit_small_24_p8_224.fb_dist_in1k,39.327,60.673,59.402,40.598,47.63,224,1.000,bicubic,-45.541,-37.788,-25
inception_next_base.sail_in1k,39.295,60.705,59.245,40.755,86.67,224,0.950,bicubic,-44.797,-37.551,+45
xcit_medium_24_p16_224.fb_dist_in1k,39.270,60.730,59.461,40.539,84.40,224,1.000,bicubic,-45.016,-37.471,+26
convformer_m36.sail_in1k,39.234,60.766,57.631,42.369,57.05,224,1.000,bicubic,-45.260,-39.235,-1
coat_lite_medium_384.in1k,39.175,60.825,59.280,40.720,44.57,384,1.000,bicubic,-45.703,-38.092,-30
tiny_vit_11m_224.dist_in22k_ft_in1k,39.124,60.876,61.035,38.965,11.00,224,0.950,bicubic,-44.104,-35.595,+135
efficientnet_b4.ra2_in1k,39.087,60.913,59.618,40.382,19.34,384,1.000,bicubic,-44.327,-36.980,+115
hrnet_w18_ssld.paddle_in1k,39.067,60.933,60.650,39.350,21.30,288,1.000,bilinear,-42.981,-35.600,+275
tresnet_v2_l.miil_in21k_ft_in1k,39.010,60.990,59.477,40.523,46.17,224,0.875,bilinear,-44.884,-37.013,+57
xcit_small_24_p8_384.fb_dist_in1k,39.010,60.990,59.166,40.834,47.63,384,1.000,bicubic,-46.544,-38.404,-94
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,38.979,61.021,62.428,37.572,236.34,384,1.000,bicubic,-44.857,-34.698,+63
convformer_b36.sail_in1k_384,38.930,61.070,58.413,41.587,99.88,384,1.000,bicubic,-46.810,-39.111,-105
convnext_tiny.in12k_ft_in1k,38.912,61.088,59.862,40.138,28.59,288,1.000,bicubic,-45.538,-37.478,-5
maxvit_small_tf_224.in1k,38.871,61.129,59.162,40.838,68.93,224,0.950,bicubic,-45.555,-37.662,+3
coatnet_rmlp_2_rw_224.sw_in1k,38.869,61.131,58.018,41.982,73.88,224,0.950,bicubic,-45.739,-38.722,-24
vit_base_patch32_384.augreg_in21k_ft_in1k,38.796,61.204,60.329,39.671,88.30,384,1.000,bicubic,-44.556,-36.511,+115
tf_efficientnetv2_m.in1k,38.714,61.286,59.791,40.209,54.14,480,1.000,bicubic,-46.490,-37.573,-71
efficientvit_b3.r288_in1k,38.659,61.341,58.364,41.636,48.65,288,1.000,bicubic,-45.495,-38.372,+25
eca_nfnet_l2.ra3_in1k,38.655,61.345,59.445,40.555,56.72,384,1.000,bicubic,-46.045,-37.821,-32
davit_small.msft_in1k,38.631,61.369,58.203,41.797,49.75,224,0.950,bicubic,-45.621,-38.737,+12
efficientvit_b3.r256_in1k,38.621,61.379,58.641,41.359,48.65,256,1.000,bicubic,-45.181,-37.875,+59
mvitv2_small.fb_in1k,38.578,61.422,58.130,41.870,34.87,224,0.900,bicubic,-45.192,-38.446,+61
xcit_small_12_p8_384.fb_dist_in1k,38.547,61.453,58.795,41.205,26.21,384,1.000,bicubic,-46.531,-38.487,-63
convformer_m36.sail_in1k_384,38.531,61.469,57.736,42.264,57.05,384,1.000,bicubic,-47.049,-39.806,-109
xcit_small_24_p16_384.fb_dist_in1k,38.499,61.501,58.396,41.604,47.67,384,1.000,bicubic,-46.591,-38.916,-67
davit_base.msft_in1k,38.490,61.510,57.535,42.465,87.95,224,0.950,bicubic,-46.152,-39.485,-37
mvitv2_base.fb_in1k,38.458,61.542,57.934,42.066,51.47,224,0.900,bicubic,-45.992,-38.924,-18
rexnetr_300.sw_in12k_ft_in1k,38.431,61.569,60.612,39.388,34.81,288,1.000,bicubic,-46.115,-36.644,-31
convformer_s36.sail_in1k,38.405,61.595,57.710,42.290,40.01,224,1.000,bicubic,-45.655,-39.036,+22
xcit_small_12_p8_224.fb_dist_in1k,38.360,61.640,58.832,41.168,26.21,224,1.000,bicubic,-45.876,-38.038,+5
tf_efficientnet_b5.ra_in1k,38.331,61.669,59.928,40.072,30.39,456,0.934,bicubic,-45.483,-36.823,+46
fastvit_ma36.apple_dist_in1k,38.323,61.677,58.461,41.539,44.07,256,0.950,bicubic,-46.275,-38.541,-39
deit_base_distilled_patch16_384.fb_in1k,38.244,61.756,57.785,42.215,87.63,384,1.000,bicubic,-47.180,-39.621,-108
xcit_large_24_p8_224.fb_in1k,38.106,61.894,57.873,42.127,188.93,224,1.000,bicubic,-46.288,-38.791,-10
vit_base_patch16_384.orig_in21k_ft_in1k,38.105,61.895,60.426,39.574,86.86,384,1.000,bicubic,-46.096,-36.792,+4
resnetv2_152x2_bit.goog_in21k_ft_in1k,38.000,62.000,61.137,38.863,236.34,448,1.000,bilinear,-46.510,-36.297,-36
repvit_m2_3.dist_450e_in1k,37.996,62.004,58.154,41.846,23.69,224,0.950,bicubic,-45.746,-38.490,+51
pvt_v2_b4.in1k,37.953,62.047,58.217,41.783,62.56,224,0.900,bicubic,-45.759,-38.453,+55
coat_lite_medium.in1k,37.880,62.120,57.792,42.208,44.57,224,0.900,bicubic,-45.719,-38.935,+64
cait_s24_384.fb_dist_in1k,37.879,62.121,58.069,41.931,47.06,384,1.000,bicubic,-47.169,-39.277,-77
convnextv2_nano.fcmae_ft_in22k_in1k_384,37.875,62.125,59.443,40.557,15.62,384,1.000,bicubic,-45.499,-37.301,+88
resnet152d.ra2_in1k,37.853,62.147,58.362,41.638,60.21,320,1.000,bicubic,-45.831,-38.376,+56
convformer_s36.sail_in1k_384,37.812,62.188,57.488,42.512,40.01,384,1.000,bicubic,-47.566,-39.988,-112
resnetrs420.tf_in1k,37.745,62.255,58.209,41.791,191.89,416,1.000,bicubic,-47.259,-38.915,-78
deit3_medium_patch16_224.fb_in1k,37.709,62.291,57.087,42.913,38.85,224,0.900,bicubic,-45.377,-39.207,+114
xcit_small_24_p16_224.fb_dist_in1k,37.700,62.300,57.374,42.626,47.67,224,1.000,bicubic,-46.174,-39.362,+23
resnetrs350.tf_in1k,37.664,62.336,58.097,41.903,163.96,384,1.000,bicubic,-47.050,-38.895,-63
caformer_s18.sail_in1k_384,37.660,62.340,57.612,42.388,26.34,384,1.000,bicubic,-47.366,-39.746,-83
regnety_640.seer_ft_in1k,37.584,62.416,59.864,40.136,281.38,384,1.000,bicubic,-46.324,-37.058,+15
xcit_small_12_p16_384.fb_dist_in1k,37.582,62.418,57.761,42.239,26.25,384,1.000,bicubic,-47.130,-39.357,-65
pvt_v2_b5.in1k,37.548,62.452,57.301,42.699,81.96,224,0.900,bicubic,-46.192,-39.335,+38
resnet200d.ra2_in1k,37.503,62.497,58.301,41.699,64.69,320,1.000,bicubic,-46.461,-38.525,+8
maxvit_rmlp_tiny_rw_256.sw_in1k,37.381,62.619,57.193,42.807,29.15,256,0.950,bicubic,-46.843,-39.675,-16
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,37.342,62.658,59.404,40.596,236.34,224,0.875,bicubic,-45.534,-37.178,+122
efficientvit_b3.r224_in1k,37.340,62.660,57.122,42.878,48.65,224,0.950,bicubic,-46.120,-39.208,+62
regnety_1280.seer_ft_in1k,37.332,62.668,59.133,40.867,644.81,384,1.000,bicubic,-47.100,-37.959,-42
resnest269e.in1k,37.309,62.691,57.488,42.512,110.93,416,0.928,bicubic,-47.199,-39.502,-56
convnext_base.fb_in1k,37.307,62.693,57.319,42.681,88.59,288,1.000,bicubic,-47.121,-39.649,-43
resmlp_big_24_224.fb_in22k_ft_in1k,37.242,62.758,58.191,41.809,129.14,224,0.875,bicubic,-47.156,-38.921,-36
vit_small_r26_s32_224.augreg_in21k_ft_in1k,37.232,62.768,59.072,40.928,36.43,224,0.900,bicubic,-44.632,-36.950,+239
repvit_m2_3.dist_300e_in1k,37.210,62.790,57.234,42.766,23.69,224,0.950,bicubic,-46.294,-39.270,+49
pit_b_distilled_224.in1k,37.195,62.805,56.507,43.493,74.79,224,0.900,bicubic,-46.571,-39.961,+22
cait_s24_224.fb_dist_in1k,37.153,62.847,56.724,43.276,46.92,224,1.000,bicubic,-46.289,-39.850,+56
dm_nfnet_f2.dm_in1k,37.128,62.872,56.981,43.019,193.78,352,0.920,bicubic,-48.064,-40.365,-115
resnetaa101d.sw_in12k_ft_in1k,37.116,62.884,57.853,42.147,44.57,288,1.000,bicubic,-47.008,-39.253,-20
tiny_vit_21m_224.in1k,37.114,62.886,57.380,42.620,21.20,224,0.950,bicubic,-46.140,-39.212,+73
efficientformer_l7.snap_dist_in1k,37.112,62.888,56.900,43.100,82.23,224,0.950,bicubic,-46.270,-39.636,+61
pvt_v2_b3.in1k,37.108,62.892,57.335,42.665,45.24,224,0.900,bicubic,-46.010,-39.221,+87
fastvit_sa36.apple_dist_in1k,37.106,62.894,57.144,42.856,31.53,256,0.900,bicubic,-46.920,-39.710,-13
vit_base_patch32_224.augreg_in21k_ft_in1k,37.073,62.927,59.307,40.693,88.22,224,0.900,bicubic,-43.643,-36.259,+347
volo_d1_384.sail_in1k,37.069,62.931,57.138,42.862,26.78,384,1.000,bicubic,-48.175,-40.056,-131
efficientnetv2_rw_s.ra2_in1k,37.057,62.943,56.814,43.186,23.94,384,1.000,bicubic,-46.749,-39.918,+6
tf_efficientnet_b3.ap_in1k,37.051,62.949,57.238,42.762,12.23,300,0.904,bicubic,-44.769,-38.388,+230
maxvit_tiny_tf_224.in1k,37.020,62.980,56.904,43.096,30.92,224,0.950,bicubic,-46.382,-39.686,+49
swinv2_base_window16_256.ms_in1k,36.990,63.010,56.140,43.860,87.92,256,0.900,bicubic,-47.610,-40.950,-83
xcit_small_12_p16_224.fb_dist_in1k,36.975,63.025,56.725,43.275,26.25,224,1.000,bicubic,-46.353,-39.691,+60
regnetz_040_h.ra3_in1k,36.973,63.027,57.276,42.724,28.94,320,1.000,bicubic,-47.519,-39.482,-73
inception_next_small.sail_in1k,36.914,63.086,56.749,43.251,49.37,224,0.875,bicubic,-46.664,-39.849,+28
volo_d1_224.sail_in1k,36.888,63.112,56.635,43.365,26.63,224,0.960,bicubic,-47.274,-40.141,-37
seresnet152d.ra2_in1k,36.784,63.216,56.727,43.273,66.84,320,1.000,bicubic,-47.576,-40.313,-55
efficientformerv2_l.snap_dist_in1k,36.764,63.236,56.627,43.373,26.32,224,0.950,bicubic,-46.868,-39.931,+20
maxxvit_rmlp_small_rw_256.sw_in1k,36.707,63.293,56.012,43.988,66.01,256,0.950,bicubic,-47.917,-41.056,-92
seresnext101d_32x8d.ah_in1k,36.633,63.367,56.325,43.675,93.59,288,1.000,bicubic,-47.725,-40.596,-57
volo_d2_224.sail_in1k,36.627,63.373,56.470,43.530,58.68,224,0.960,bicubic,-48.575,-40.720,-136
caformer_s18.sail_in1k,36.578,63.422,55.831,44.169,26.34,224,1.000,bicubic,-47.076,-40.687,+15
xception65p.ra3_in1k,36.570,63.430,56.438,43.562,39.82,299,0.940,bicubic,-46.556,-40.044,+66
fastvit_ma36.apple_in1k,36.568,63.432,56.564,43.436,44.07,256,0.950,bicubic,-47.314,-40.178,-19
fastvit_sa36.apple_in1k,36.556,63.444,56.004,43.996,31.53,256,0.900,bicubic,-46.944,-40.626,+24
seresnextaa101d_32x8d.ah_in1k,36.532,63.468,56.409,43.591,93.59,288,1.000,bicubic,-48.034,-40.667,-95
focalnet_base_srf.ms_in1k,36.460,63.540,56.217,43.783,88.15,224,0.900,bicubic,-47.360,-40.464,-14
regnetz_d32.ra3_in1k,36.452,63.548,57.366,42.634,27.58,320,0.950,bicubic,-47.570,-39.502,-34
cait_xs24_384.fb_dist_in1k,36.416,63.584,56.944,43.056,26.67,384,1.000,bicubic,-47.645,-39.941,-42
efficientnet_b3.ra2_in1k,36.414,63.586,56.830,43.170,12.23,320,1.000,bicubic,-45.831,-39.288,+166
deit_base_distilled_patch16_224.fb_in1k,36.407,63.593,56.615,43.385,87.34,224,0.900,bicubic,-46.983,-39.873,+32
volo_d2_384.sail_in1k,36.407,63.593,56.323,43.677,58.87,384,1.000,bicubic,-49.635,-41.251,-209
resnetv2_101x3_bit.goog_in21k_ft_in1k,36.383,63.617,59.068,40.932,387.93,448,1.000,bilinear,-48.055,-38.314,-83
gcvit_base.in1k,36.381,63.619,55.880,44.120,90.32,224,0.875,bicubic,-48.063,-41.202,-85
dm_nfnet_f1.dm_in1k,36.326,63.674,55.747,44.253,132.63,320,0.910,bicubic,-48.376,-41.435,-112
resnetrs270.tf_in1k,36.310,63.690,56.566,43.434,129.86,352,1.000,bicubic,-48.118,-40.402,-83
tresnet_m.miil_in21k_ft_in1k,36.289,63.711,55.792,44.208,31.39,224,0.875,bilinear,-46.781,-40.318,+61
mixer_b16_224.miil_in21k_ft_in1k,36.267,63.733,55.965,44.035,59.88,224,0.875,bilinear,-46.039,-39.755,+152
convnext_small.fb_in1k,36.248,63.752,55.912,44.088,50.22,288,1.000,bicubic,-47.453,-40.896,-7
convformer_s18.sail_in1k_384,36.204,63.796,56.059,43.941,26.77,384,1.000,bicubic,-48.198,-41.053,-81
deit3_small_patch16_384.fb_in1k,36.193,63.807,55.558,44.442,22.21,384,1.000,bicubic,-47.235,-41.116,+16
tf_efficientnet_b2.ns_jft_in1k,36.167,63.833,57.559,42.441,9.11,260,0.890,bicubic,-46.211,-38.695,+133
mvitv2_tiny.fb_in1k,36.167,63.833,55.132,44.868,24.17,224,0.900,bicubic,-46.243,-41.020,+129
focalnet_base_lrf.ms_in1k,36.118,63.882,55.810,44.190,88.75,224,0.900,bicubic,-47.720,-40.798,-34
regnety_320.seer_ft_in1k,36.069,63.931,58.484,41.516,145.05,384,1.000,bicubic,-47.259,-38.224,+27
regnetz_040.ra3_in1k,36.053,63.947,55.735,44.265,27.12,320,1.000,bicubic,-48.187,-41.197,-75
resnest200e.in1k,35.929,64.071,55.847,44.153,70.20,320,0.909,bicubic,-47.915,-41.037,-39
resnet18.fb_swsl_ig1b_ft_in1k,35.874,64.126,58.447,41.553,11.69,224,0.875,bilinear,-37.414,-33.283,+666
sequencer2d_l.in1k,35.831,64.169,55.715,44.285,54.30,224,0.875,bicubic,-47.563,-40.781,+13
eca_nfnet_l1.ra2_in1k,35.815,64.185,55.953,44.047,41.41,320,1.000,bicubic,-48.197,-41.073,-54
gcvit_small.in1k,35.760,64.240,54.790,45.210,51.09,224,0.875,bicubic,-48.132,-41.868,-47
vit_base_patch16_224.orig_in21k_ft_in1k,35.754,64.246,57.401,42.599,86.57,224,0.900,bicubic,-46.036,-38.725,+191
vit_relpos_medium_patch16_cls_224.sw_in1k,35.725,64.275,54.919,45.081,38.76,224,0.900,bicubic,-46.847,-41.148,+101
xcit_small_24_p8_224.fb_in1k,35.556,64.444,54.780,45.220,47.63,224,1.000,bicubic,-48.278,-41.852,-42
xcit_small_12_p8_224.fb_in1k,35.522,64.478,55.507,44.493,26.21,224,1.000,bicubic,-47.812,-40.975,+15
xcit_large_24_p16_224.fb_in1k,35.522,64.478,54.741,45.259,189.10,224,1.000,bicubic,-47.380,-41.143,+56
coat_small.in1k,35.520,64.480,55.157,44.843,21.69,224,0.900,bicubic,-46.842,-41.051,+121
flexivit_base.1200ep_in1k,35.519,64.481,53.837,46.163,86.59,240,0.950,bicubic,-49.157,-43.157,-133
vit_small_patch16_384.augreg_in21k_ft_in1k,35.467,64.533,57.543,42.457,22.20,384,1.000,bicubic,-48.337,-39.557,-43
regnetz_d8_evos.ch_in1k,35.454,64.546,55.751,44.249,23.46,320,1.000,bicubic,-48.672,-41.261,-79
xcit_medium_24_p8_224.fb_in1k,35.452,64.548,54.823,45.177,84.32,224,1.000,bicubic,-48.294,-41.887,-37
swinv2_base_window8_256.ms_in1k,35.450,64.550,54.607,45.393,87.92,256,0.900,bicubic,-48.800,-42.317,-92
swinv2_small_window16_256.ms_in1k,35.428,64.572,54.623,45.377,49.73,256,0.900,bicubic,-48.796,-42.155,-90
dm_nfnet_f0.dm_in1k,35.407,64.594,55.525,44.475,71.49,256,0.900,bicubic,-48.080,-41.043,-12
resnest101e.in1k,35.373,64.627,55.790,44.210,48.28,256,0.875,bilinear,-47.511,-40.532,+47
resnet152.a1h_in1k,35.357,64.643,54.627,45.373,60.19,288,1.000,bicubic,-48.093,-41.911,-11
tf_efficientnet_b5.aa_in1k,35.316,64.684,56.038,43.962,30.39,456,0.934,bicubic,-48.372,-40.674,-33
convit_base.fb_in1k,35.302,64.698,54.939,45.061,86.54,224,0.875,bicubic,-46.988,-40.997,+123
focalnet_small_lrf.ms_in1k,35.277,64.723,54.888,45.112,50.34,224,0.900,bicubic,-48.217,-41.692,-18
efficientformer_l3.snap_dist_in1k,35.253,64.747,54.501,45.499,31.41,224,0.950,bicubic,-47.295,-41.749,+88
xcit_tiny_24_p8_224.fb_dist_in1k,35.241,64.759,55.267,44.733,12.11,224,1.000,bicubic,-47.325,-40.791,+85
edgenext_base.usi_in1k,35.216,64.784,55.126,44.874,18.51,320,1.000,bicubic,-48.742,-41.644,-74
fastvit_sa24.apple_dist_in1k,35.214,64.786,54.674,45.326,21.55,256,0.900,bicubic,-48.128,-41.878,-4
convformer_s18.sail_in1k,35.208,64.792,54.629,45.371,26.77,224,1.000,bicubic,-47.778,-41.621,+32
flexivit_base.600ep_in1k,35.137,64.863,53.652,46.348,86.59,240,0.950,bicubic,-49.387,-43.284,-139
twins_svt_large.in1k,35.084,64.916,54.719,45.281,99.27,224,0.900,bicubic,-48.594,-41.869,-40
repvgg_b3.rvgg_in1k,35.057,64.943,54.548,45.452,123.09,224,0.875,bilinear,-45.449,-40.706,+294
repvgg_b3g4.rvgg_in1k,35.049,64.951,54.788,45.212,83.83,224,0.875,bilinear,-45.167,-40.304,+327
convnextv2_tiny.fcmae_ft_in1k,35.045,64.955,54.224,45.776,28.64,288,1.000,bicubic,-48.419,-42.494,-26
repvit_m1_5.dist_450e_in1k,35.021,64.979,54.477,45.523,14.64,224,0.950,bicubic,-47.491,-41.635,+82
regnetz_d8.ra3_in1k,35.008,64.992,55.930,44.070,23.37,320,1.000,bicubic,-49.044,-41.066,-91
xcit_tiny_24_p8_384.fb_dist_in1k,34.915,65.085,55.148,44.852,12.11,384,1.000,bicubic,-48.831,-41.253,-59
resnet101d.ra2_in1k,34.876,65.124,54.210,45.790,44.57,320,1.000,bicubic,-48.144,-42.242,+19
rexnetr_200.sw_in12k_ft_in1k,34.870,65.130,55.857,44.143,16.52,288,1.000,bicubic,-48.268,-40.779,+2
repvit_m1_5.dist_300e_in1k,34.868,65.132,54.375,45.625,14.64,224,0.950,bicubic,-47.508,-41.655,+92
coatnet_1_rw_224.sw_in1k,34.850,65.150,53.442,46.558,41.72,224,0.950,bicubic,-48.746,-42.940,-45
coatnet_rmlp_1_rw_224.sw_in1k,34.803,65.197,53.953,46.047,41.69,224,0.950,bicubic,-48.559,-42.497,-20
swin_s3_base_224.ms_in1k,34.803,65.197,53.703,46.297,71.13,224,0.900,bicubic,-49.117,-42.969,-88
flexivit_base.300ep_in1k,34.799,65.201,53.161,46.839,86.59,240,0.950,bicubic,-49.607,-43.723,-131
seresnext101_32x8d.ah_in1k,34.789,65.211,53.452,46.548,93.57,288,1.000,bicubic,-49.397,-43.422,-113
resmlp_big_24_224.fb_distilled_in1k,34.788,65.213,54.642,45.358,129.14,224,0.875,bicubic,-48.804,-42.008,-49
maxvit_tiny_rw_224.sw_in1k,34.780,65.220,53.351,46.649,29.06,224,0.950,bicubic,-48.724,-43.163,-44
repvgg_d2se.rvgg_in1k,34.740,65.260,53.200,46.800,133.33,320,1.000,bilinear,-48.820,-43.458,-49
vit_relpos_base_patch16_clsgap_224.sw_in1k,34.725,65.275,54.214,45.786,86.43,224,0.900,bicubic,-48.035,-41.958,+29
vit_base_patch16_rpn_224.sw_in1k,34.715,65.285,54.658,45.342,86.54,224,0.900,bicubic,-47.487,-41.338,+108
sequencer2d_m.in1k,34.703,65.297,53.996,46.004,38.31,224,0.875,bicubic,-48.109,-42.278,+21
deit3_small_patch16_224.fb_in1k,34.685,65.315,53.173,46.827,22.06,224,0.900,bicubic,-46.685,-42.283,+188
davit_tiny.msft_in1k,34.673,65.326,54.344,45.656,28.36,224,0.950,bicubic,-48.023,-41.930,+33
vit_large_patch32_384.orig_in21k_ft_in1k,34.672,65.329,55.733,44.267,306.63,384,1.000,bicubic,-46.839,-40.357,+168
focalnet_small_srf.ms_in1k,34.670,65.330,54.420,45.580,49.89,224,0.900,bicubic,-48.746,-42.018,-42
ecaresnet101d.miil_in1k,34.644,65.356,54.499,45.501,44.57,288,0.950,bicubic,-48.340,-42.043,+6
resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,34.615,65.385,55.937,44.063,194.03,224,0.875,bilinear,-47.223,-40.155,+136
vit_relpos_base_patch16_224.sw_in1k,34.607,65.393,54.291,45.709,86.43,224,0.900,bicubic,-47.889,-41.847,+61
repvgg_b2g4.rvgg_in1k,34.593,65.407,54.768,45.232,61.76,224,0.875,bilinear,-44.789,-39.908,+359
gcvit_tiny.in1k,34.554,65.446,53.249,46.751,28.22,224,0.875,bicubic,-48.830,-43.149,-41
resnetrs200.tf_in1k,34.502,65.498,54.281,45.719,93.21,320,1.000,bicubic,-49.942,-42.561,-158
poolformerv2_m48.sail_in1k,34.485,65.515,54.027,45.973,73.35,224,1.000,bicubic,-48.133,-42.045,+35
efficientvit_b2.r256_in1k,34.430,65.570,53.593,46.407,24.33,256,1.000,bicubic,-48.260,-42.501,+24
convnextv2_nano.fcmae_ft_in22k_in1k,34.379,65.621,55.014,44.986,15.62,288,1.000,bicubic,-48.285,-41.506,+26
resnest50d_4s2x40d.in1k,34.369,65.631,54.725,45.275,30.42,224,0.875,bicubic,-46.751,-40.835,+199
resnetrs152.tf_in1k,34.351,65.649,53.564,46.436,86.62,320,1.000,bicubic,-49.351,-43.048,-80
pvt_v2_b2_li.in1k,34.318,65.682,54.104,45.896,22.55,224,0.900,bicubic,-47.876,-41.988,+93
crossvit_18_dagger_408.in1k,34.247,65.753,53.106,46.894,44.61,408,1.000,bicubic,-49.955,-43.712,-138
xcit_medium_24_p16_224.fb_in1k,34.241,65.759,53.157,46.843,84.40,224,1.000,bicubic,-48.399,-42.825,+24
efficientvit_b2.r288_in1k,34.224,65.776,53.546,46.454,24.33,288,1.000,bicubic,-48.876,-42.758,-20
pit_s_distilled_224.in1k,34.161,65.839,53.361,46.639,24.04,224,0.900,bicubic,-47.653,-42.369,+125
efficientnetv2_rw_t.ra2_in1k,34.159,65.841,53.135,46.865,13.65,288,1.000,bicubic,-48.191,-43.057,+65
tf_efficientnet_b1.ns_jft_in1k,34.151,65.849,55.503,44.497,7.79,240,0.882,bicubic,-47.237,-40.235,+164
twins_pcpvt_large.in1k,34.119,65.881,54.136,45.864,60.99,224,0.900,bicubic,-49.011,-42.468,-31
fastvit_sa24.apple_in1k,34.098,65.902,53.782,46.218,21.55,256,0.900,bicubic,-48.580,-42.490,+13
tf_efficientnet_b4.aa_in1k,34.058,65.942,54.212,45.788,19.34,380,0.922,bicubic,-48.960,-42.088,-18
efficientformerv2_s2.snap_dist_in1k,34.056,65.944,53.473,46.527,12.71,224,0.950,bicubic,-48.109,-42.437,+86
resnetv2_101.a1h_in1k,34.056,65.944,52.308,47.692,44.54,288,1.000,bicubic,-48.944,-44.146,-19
resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,34.033,65.967,55.596,44.404,88.79,224,0.875,bilinear,-47.573,-40.445,+131
xcit_small_24_p16_224.fb_in1k,34.005,65.995,53.281,46.719,47.67,224,1.000,bicubic,-48.571,-42.731,+28
tf_efficientnet_b6.aa_in1k,34.002,65.999,54.542,45.458,43.04,528,0.942,bicubic,-50.110,-42.342,-144
nfnet_l0.ra2_in1k,34.002,65.999,54.377,45.623,35.07,288,1.000,bicubic,-48.748,-42.139,-2
efficientnet_b3_pruned.in1k,33.992,66.008,54.110,45.890,9.86,300,0.904,bicubic,-46.860,-41.134,+213
regnety_160.deit_in1k,33.980,66.020,53.552,46.448,83.59,288,1.000,bicubic,-49.710,-43.228,-96
resnext101_64x4d.tv_in1k,33.966,66.034,52.530,47.470,83.46,224,0.875,bilinear,-49.026,-43.714,-25
gc_efficientnetv2_rw_t.agc_in1k,33.962,66.038,53.228,46.772,13.68,288,1.000,bicubic,-48.494,-43.068,+38
swinv2_cr_small_ns_224.sw_in1k,33.846,66.154,52.640,47.360,49.70,224,0.900,bicubic,-49.652,-43.844,-82
resnext101_64x4d.c1_in1k,33.842,66.158,52.161,47.839,83.46,288,1.000,bicubic,-49.314,-44.213,-48
poolformerv2_s36.sail_in1k,33.825,66.175,53.685,46.315,30.79,224,1.000,bicubic,-47.741,-42.005,+124
repvit_m3.dist_in1k,33.791,66.209,53.123,46.877,10.68,224,0.950,bicubic,-47.711,-42.444,+133
resnet101.a1h_in1k,33.781,66.219,53.104,46.896,44.55,288,1.000,bicubic,-48.997,-43.206,-15
xcit_small_12_p16_224.fb_in1k,33.756,66.244,53.228,46.772,26.25,224,1.000,bicubic,-48.214,-42.584,+91
swin_s3_small_224.ms_in1k,33.697,66.303,52.365,47.635,49.74,224,0.900,bicubic,-50.059,-44.087,-116
resnetv2_50x3_bit.goog_in21k_ft_in1k,33.671,66.329,55.888,44.112,217.32,448,1.000,bilinear,-50.349,-41.238,-144
swinv2_small_window8_256.ms_in1k,33.634,66.366,52.827,47.173,49.73,256,0.900,bicubic,-50.220,-43.817,-133
resnet152.tv2_in1k,33.622,66.378,51.656,48.344,60.19,224,0.965,bilinear,-48.664,-44.348,+51
inception_next_tiny.sail_in1k,33.583,66.417,52.978,47.022,28.06,224,0.875,bicubic,-48.895,-43.044,+25
resnet51q.ra2_in1k,33.555,66.445,53.023,46.977,35.70,288,1.000,bilinear,-48.805,-43.163,+37
xcit_tiny_24_p16_384.fb_dist_in1k,33.508,66.492,52.768,47.232,12.12,384,1.000,bicubic,-49.062,-43.508,+11
vit_relpos_medium_patch16_224.sw_in1k,33.498,66.502,52.620,47.380,38.75,224,0.900,bicubic,-48.964,-43.462,+23
regnety_080.ra3_in1k,33.455,66.545,52.939,47.061,39.18,288,1.000,bicubic,-50.471,-43.951,-148
cs3edgenet_x.c2_in1k,33.455,66.545,52.925,47.075,47.82,288,1.000,bicubic,-49.253,-43.445,-18
convmixer_1536_20.in1k,33.432,66.568,53.029,46.971,51.63,224,0.960,bicubic,-47.930,-42.585,+138
sequencer2d_s.in1k,33.430,66.570,52.383,47.617,27.65,224,0.875,bicubic,-48.910,-43.645,+35
regnety_032.ra_in1k,33.412,66.588,52.770,47.230,19.44,288,1.000,bicubic,-49.314,-43.646,-24
crossvit_18_240.in1k,33.392,66.608,52.245,47.755,43.27,240,0.875,bicubic,-49.008,-43.815,+22
vit_srelpos_medium_patch16_224.sw_in1k,33.373,66.627,52.459,47.541,38.74,224,0.900,bicubic,-48.867,-43.483,+45
gernet_l.idstcv_in1k,33.371,66.629,51.911,48.089,31.08,256,0.875,bilinear,-47.983,-43.619,+135
tf_efficientnetv2_b3.in21k_ft_in1k,33.353,66.647,54.922,45.078,14.36,300,0.900,bicubic,-49.317,-41.705,-20
regnetz_c16.ra3_in1k,33.337,66.663,54.242,45.758,13.46,320,1.000,bicubic,-49.295,-42.076,-15
crossvit_15_dagger_408.in1k,33.335,66.665,52.200,47.800,28.50,408,1.000,bicubic,-50.505,-44.578,-147
tiny_vit_5m_224.dist_in22k_ft_in1k,33.306,66.694,55.028,44.972,5.39,224,0.950,bicubic,-47.570,-40.636,+180
crossvit_18_dagger_240.in1k,33.284,66.716,52.190,47.810,44.27,240,0.875,bicubic,-49.234,-43.878,+3
swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,33.257,66.743,55.295,44.705,28.29,224,0.900,bicubic,-47.711,-40.719,+167
wide_resnet101_2.tv2_in1k,33.257,66.743,51.430,48.570,126.89,224,0.965,bilinear,-49.245,-44.586,+3
tresnet_xl.miil_in1k,33.251,66.749,52.298,47.702,78.44,224,0.875,bilinear,-48.823,-43.630,+56
nest_base_jx.goog_in1k,33.215,66.785,51.825,48.175,67.72,224,0.875,bicubic,-50.319,-44.549,-116
convnext_tiny.fb_in1k,33.168,66.832,52.677,47.323,28.59,288,1.000,bicubic,-49.530,-43.955,-33
resnest50d_1s4x24d.in1k,33.145,66.855,52.840,47.160,25.68,224,0.875,bicubic,-47.843,-42.485,+159
convnext_nano.in12k_ft_in1k,33.119,66.881,53.988,46.012,15.59,288,1.000,bicubic,-49.743,-42.568,-51
vit_relpos_medium_patch16_rpn_224.sw_in1k,33.092,66.908,52.363,47.637,38.73,224,0.900,bicubic,-49.218,-43.609,+23
resnet61q.ra2_in1k,33.090,66.910,51.746,48.254,36.85,288,1.000,bicubic,-49.434,-44.384,-7
maxxvit_rmlp_nano_rw_256.sw_in1k,33.074,66.926,51.852,48.148,16.78,256,0.950,bicubic,-49.968,-44.498,-67
nest_small_jx.goog_in1k,33.052,66.948,51.064,48.936,38.35,224,0.875,bicubic,-50.072,-45.256,-79
rexnet_300.nav_in1k,33.048,66.952,52.365,47.635,34.71,224,0.875,bicubic,-49.726,-43.873,-48
crossvit_base_240.in1k,33.035,66.965,51.390,48.610,105.03,240,0.875,bicubic,-49.179,-44.444,+30
poolformerv2_m36.sail_in1k,33.033,66.967,51.860,48.140,56.08,224,1.000,bicubic,-49.183,-44.064,+28
twins_pcpvt_base.in1k,33.021,66.979,52.502,47.498,43.83,224,0.900,bicubic,-49.693,-43.844,-46
pvt_v2_b2.in1k,33.017,66.983,52.001,47.999,25.36,224,0.900,bicubic,-49.067,-43.955,+42
xcit_tiny_24_p16_224.fb_dist_in1k,32.999,67.001,52.074,47.926,12.12,224,1.000,bicubic,-47.455,-43.144,+206
resnest50d.in1k,32.966,67.034,52.707,47.293,27.48,224,0.875,bilinear,-47.994,-42.675,+151
rexnet_200.nav_in1k,32.962,67.038,52.921,47.079,16.37,224,0.875,bicubic,-48.674,-42.745,+76
crossvit_15_dagger_240.in1k,32.925,67.075,51.807,48.193,28.21,240,0.875,bicubic,-49.405,-44.149,+8
convit_small.fb_in1k,32.923,67.077,52.115,47.885,27.78,224,0.875,bicubic,-48.497,-43.629,+100
tf_efficientnetv2_s.in1k,32.913,67.087,51.728,48.272,21.46,384,1.000,bicubic,-50.985,-44.968,-178
swin_base_patch4_window12_384.ms_in1k,32.905,67.095,51.750,48.250,87.90,384,1.000,bicubic,-51.571,-45.142,-237
vit_small_patch16_224.augreg_in21k_ft_in1k,32.885,67.115,53.923,46.077,22.05,224,0.900,bicubic,-48.501,-42.213,+101
convnext_tiny_hnf.a2h_in1k,32.881,67.119,51.194,48.806,28.59,288,1.000,bicubic,-49.703,-44.814,-33
tf_efficientnet_b3.aa_in1k,32.864,67.136,52.964,47.036,12.23,300,0.904,bicubic,-48.776,-42.758,+68
pnasnet5large.tf_in1k,32.862,67.138,50.516,49.484,86.06,331,0.911,bicubic,-49.920,-45.524,-65
twins_svt_base.in1k,32.832,67.168,51.565,48.435,56.07,224,0.900,bicubic,-50.288,-44.849,-95
regnetv_064.ra3_in1k,32.830,67.170,52.864,47.136,30.58,288,1.000,bicubic,-50.886,-43.878,-158
convnextv2_nano.fcmae_ft_in1k,32.815,67.185,52.656,47.344,15.62,288,1.000,bicubic,-49.671,-43.570,-23
nasnetalarge.tf_in1k,32.781,67.219,50.141,49.859,88.75,331,0.911,bicubic,-49.845,-45.901,-48
gernet_m.idstcv_in1k,32.758,67.242,51.899,48.101,21.14,224,0.875,bilinear,-47.978,-43.291,+162
inception_resnet_v2.tf_in1k,32.734,67.266,50.640,49.360,55.84,299,0.897,bicubic,-47.724,-44.550,+187
resnet152d.gluon_in1k,32.730,67.270,51.080,48.920,60.21,224,0.875,bicubic,-47.746,-44.122,+183
repvit_m1_1.dist_450e_in1k,32.726,67.274,52.687,47.313,8.80,224,0.950,bicubic,-48.586,-42.849,+96
pit_b_224.in1k,32.722,67.278,49.854,50.146,73.76,224,0.900,bicubic,-49.716,-45.860,-24
tf_efficientnet_b2.ap_in1k,32.685,67.315,52.237,47.763,9.11,260,0.890,bicubic,-47.625,-42.789,+199
swin_base_patch4_window7_224.ms_in1k,32.644,67.356,51.573,48.427,87.77,224,0.900,bicubic,-50.962,-44.879,-157
fbnetv3_g.ra2_in1k,32.624,67.376,52.886,47.114,16.62,288,0.950,bilinear,-49.416,-43.174,+24
regnety_320.tv2_in1k,32.616,67.384,50.296,49.704,145.05,224,0.965,bicubic,-50.546,-46.118,-114
tresnet_l.miil_in1k,32.561,67.439,51.137,48.863,55.99,224,0.875,bilinear,-48.919,-44.487,+73
cait_xxs36_384.fb_dist_in1k,32.553,67.447,52.221,47.779,17.37,384,1.000,bicubic,-49.651,-43.923,+2
resnext101_32x8d.tv2_in1k,32.549,67.451,50.164,49.836,88.79,224,0.965,bilinear,-50.283,-46.068,-86
regnetz_c16_evos.ch_in1k,32.539,67.461,52.921,47.079,13.49,320,0.950,bicubic,-50.097,-43.553,-63
gmlp_s16_224.ra3_in1k,32.420,67.580,51.817,48.183,19.42,224,0.875,bicubic,-47.224,-42.805,+242
inception_resnet_v2.tf_ens_adv_in1k,32.368,67.632,50.429,49.571,55.84,299,0.897,bicubic,-47.609,-44.519,+211
deit_base_patch16_224.fb_in1k,32.363,67.637,50.991,49.009,86.57,224,0.900,bicubic,-49.629,-44.745,+20
maxvit_nano_rw_256.sw_in1k,32.355,67.645,50.622,49.378,15.45,256,0.950,bicubic,-50.573,-45.598,-96
swin_small_patch4_window7_224.ms_in1k,32.347,67.653,50.903,49.097,49.61,224,0.900,bicubic,-50.861,-45.413,-127
resnet152s.gluon_in1k,32.333,67.667,50.541,49.459,60.32,224,0.875,bicubic,-48.675,-44.875,+114
xcit_tiny_24_p8_224.fb_in1k,32.292,67.708,51.895,48.105,12.11,224,1.000,bicubic,-49.600,-44.075,+25
deit_small_distilled_patch16_224.fb_in1k,32.270,67.730,52.109,47.891,22.44,224,0.900,bicubic,-48.946,-43.514,+89
poolformerv2_s24.sail_in1k,32.266,67.734,51.492,48.508,21.34,224,1.000,bicubic,-48.482,-43.818,+140
repvit_m1_1.dist_300e_in1k,32.243,67.757,51.917,48.083,8.80,224,0.950,bicubic,-48.583,-43.253,+132
seresnext101_64x4d.gluon_in1k,32.192,67.808,50.313,49.687,88.23,224,0.875,bicubic,-48.702,-44.983,+121
regnetx_320.tv2_in1k,32.174,67.826,49.349,50.651,107.81,224,0.965,bicubic,-50.636,-46.859,-96
efficientvit_b2.r224_in1k,32.148,67.852,51.001,48.999,24.33,224,0.950,bicubic,-50.000,-44.705,-5
seresnext101_32x4d.gluon_in1k,32.121,67.879,51.243,48.757,48.96,224,0.875,bicubic,-48.771,-44.053,+119
coat_lite_small.in1k,32.113,67.887,49.928,50.072,19.84,224,0.900,bicubic,-50.199,-45.922,-29
flexivit_small.1200ep_in1k,32.095,67.905,50.323,49.677,22.06,240,0.950,bicubic,-50.431,-45.803,-59
tiny_vit_11m_224.in1k,32.072,67.928,51.278,48.722,11.00,224,0.950,bicubic,-49.420,-44.584,+50
coatnext_nano_rw_224.sw_in1k,32.070,67.930,51.017,48.983,14.70,224,0.900,bicubic,-49.872,-44.899,+11
maxxvitv2_nano_rw_256.sw_in1k,32.068,67.932,50.345,49.655,23.70,256,0.950,bicubic,-51.042,-45.979,-128
focalnet_tiny_lrf.ms_in1k,32.052,67.948,51.451,48.549,28.65,224,0.900,bicubic,-50.102,-44.497,-13
gcvit_xtiny.in1k,32.044,67.956,50.991,49.009,19.98,224,0.875,bicubic,-49.910,-44.975,+7
deit_base_patch16_384.fb_in1k,31.991,68.009,50.559,49.441,86.86,384,1.000,bicubic,-51.113,-45.809,-130
maxvit_rmlp_nano_rw_256.sw_in1k,31.976,68.025,50.618,49.382,15.50,256,0.950,bicubic,-50.978,-45.648,-117
xcit_tiny_12_p8_224.fb_dist_in1k,31.940,68.060,51.402,48.598,6.71,224,1.000,bicubic,-49.272,-44.200,+75
coatnet_bn_0_rw_224.sw_in1k,31.905,68.095,51.015,48.985,27.44,224,0.950,bicubic,-50.495,-45.171,-55
tf_efficientnet_b7.aa_in1k,31.877,68.123,51.909,48.091,66.35,600,0.949,bicubic,-52.539,-44.999,-271
levit_384.fb_dist_in1k,31.875,68.125,50.594,49.406,39.13,224,0.900,bicubic,-50.721,-45.424,-83
levit_conv_384.fb_dist_in1k,31.871,68.129,50.596,49.404,39.13,224,0.900,bicubic,-50.719,-45.420,-82
resnetrs101.tf_in1k,31.858,68.142,51.023,48.977,63.62,288,0.940,bicubic,-50.426,-44.991,-38
cs3se_edgenet_x.c2ns_in1k,31.808,68.192,50.769,49.231,50.72,320,1.000,bicubic,-51.738,-45.901,-187
vit_relpos_small_patch16_224.sw_in1k,31.781,68.219,50.620,49.380,21.98,224,0.900,bicubic,-49.681,-45.200,+41
convnext_tiny.fb_in22k_ft_in1k,31.667,68.333,51.785,48.215,28.59,288,1.000,bicubic,-47.231,-42.889,+268
poolformer_m48.sail_in1k,31.665,68.335,49.800,50.200,73.47,224,0.950,bicubic,-50.817,-46.165,-69
flexivit_small.600ep_in1k,31.647,68.353,49.384,50.616,22.06,240,0.950,bicubic,-50.715,-46.700,-57
tnt_s_patch16_224,31.634,68.366,51.153,48.847,23.76,224,0.900,bicubic,-49.902,-44.537,+25
eca_nfnet_l0.ra2_in1k,31.616,68.384,51.587,48.413,24.14,288,1.000,bicubic,-50.962,-44.905,-86
focalnet_tiny_srf.ms_in1k,31.606,68.394,50.864,49.136,28.43,224,0.900,bicubic,-50.532,-45.104,-27
resnetv2_50x1_bit.goog_distilled_in1k,31.581,68.419,51.267,48.733,25.55,224,0.875,bicubic,-51.243,-45.252,-124
coatnet_rmlp_nano_rw_224.sw_in1k,31.549,68.451,50.178,49.822,15.15,224,0.900,bicubic,-50.501,-45.700,-22
mobilevitv2_200.cvnets_in22k_ft_in1k,31.521,68.478,51.777,48.223,18.45,256,0.888,bicubic,-50.810,-44.165,-57
wide_resnet50_2.racm_in1k,31.521,68.478,50.388,49.612,68.88,288,0.950,bicubic,-50.758,-45.676,-49
xception41p.ra3_in1k,31.504,68.496,50.380,49.620,26.91,299,0.940,bicubic,-50.468,-45.404,-18
regnety_064.ra3_in1k,31.463,68.537,50.520,49.480,30.58,288,1.000,bicubic,-52.257,-46.202,-217
poolformer_m36.sail_in1k,31.447,68.553,50.017,49.983,56.17,224,0.950,bicubic,-50.655,-45.681,-31
flexivit_small.300ep_in1k,31.437,68.563,49.215,50.785,22.06,240,0.950,bicubic,-50.741,-46.823,-41
resnet152.a1_in1k,31.433,68.567,48.653,51.347,60.19,288,1.000,bicubic,-51.299,-47.067,-123
resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,31.429,68.571,52.127,47.873,44.18,224,0.875,bilinear,-49.495,-43.607,+82
repvit_m1_0.dist_450e_in1k,31.413,68.587,50.653,49.347,7.30,224,0.950,bicubic,-49.020,-44.265,+132
inception_v4.tf_in1k,31.386,68.614,49.235,50.765,42.68,299,0.875,bicubic,-48.770,-45.735,+159
rexnet_150.nav_in1k,31.376,68.624,51.284,48.716,9.73,224,0.875,bicubic,-48.948,-43.706,+140
efficientformer_l1.snap_dist_in1k,31.341,68.659,50.441,49.559,12.29,224,0.950,bicubic,-49.157,-44.547,+119
regnety_032.tv2_in1k,31.341,68.659,50.127,49.873,19.44,224,0.965,bicubic,-50.415,-45.717,-9
pit_s_224.in1k,31.339,68.661,49.677,50.323,23.46,224,0.900,bicubic,-49.747,-45.653,+62
resnet101.tv2_in1k,31.339,68.661,49.673,50.327,44.55,224,0.965,bilinear,-50.549,-46.095,-21
crossvit_15_240.in1k,31.319,68.681,50.182,49.818,27.53,240,0.875,bicubic,-50.217,-45.554,+6
swinv2_tiny_window16_256.ms_in1k,31.305,68.695,49.667,50.333,28.35,256,0.900,bicubic,-51.499,-46.569,-139
repvit_m1_0.dist_300e_in1k,31.274,68.726,50.801,49.199,7.30,224,0.950,bicubic,-48.852,-43.943,+152
cspresnet50.ra_in1k,31.272,68.728,51.225,48.775,21.62,256,0.887,bilinear,-48.310,-43.485,+188
cait_xxs36_224.fb_dist_in1k,31.272,68.728,50.614,49.386,17.30,224,1.000,bicubic,-48.474,-44.260,+174
crossvit_small_240.in1k,31.270,68.730,50.192,49.808,26.86,240,0.875,bicubic,-49.748,-45.264,+59
vit_srelpos_small_patch16_224.sw_in1k,31.260,68.740,50.233,49.767,21.97,224,0.900,bicubic,-49.832,-45.337,+52
swinv2_cr_small_224.sw_in1k,31.254,68.746,48.745,51.255,49.70,224,0.900,bicubic,-51.882,-47.363,-177
coatnet_0_rw_224.sw_in1k,31.252,68.748,48.633,51.367,27.44,224,0.950,bicubic,-51.138,-47.203,-91
swin_s3_tiny_224.ms_in1k,31.248,68.752,49.728,50.272,28.33,224,0.900,bicubic,-50.896,-46.226,-55
repvit_m2.dist_in1k,31.239,68.761,50.626,49.374,8.80,224,0.950,bicubic,-49.221,-44.542,+110
cspresnext50.ra_in1k,31.227,68.773,50.871,49.129,20.57,256,0.887,bilinear,-49.327,-44.454,+98
regnetv_040.ra3_in1k,31.225,68.775,50.115,49.885,20.64,288,1.000,bicubic,-51.965,-46.543,-188
convmixer_768_32.in1k,31.219,68.781,50.928,49.072,21.11,224,0.960,bicubic,-48.949,-44.145,+138
coat_mini.in1k,31.191,68.809,49.761,50.239,10.34,224,0.900,bicubic,-50.079,-45.621,+23
xcit_tiny_12_p8_384.fb_dist_in1k,31.182,68.818,50.508,49.492,6.71,384,1.000,bicubic,-51.206,-45.712,-97
fastvit_sa12.apple_dist_in1k,31.138,68.862,49.958,50.042,11.58,256,0.900,bicubic,-50.716,-45.752,-36
resnet101s.gluon_in1k,31.107,68.893,49.791,50.209,44.67,224,0.875,bicubic,-49.197,-45.361,+121
edgenext_small.usi_in1k,31.101,68.899,50.135,49.865,5.59,320,1.000,bicubic,-50.463,-45.577,-16
coatnet_nano_rw_224.sw_in1k,31.099,68.901,49.581,50.419,15.14,224,0.900,bicubic,-50.597,-46.066,-29
tf_efficientnet_cc_b0_8e.in1k,31.091,68.909,50.781,49.219,24.01,224,0.875,bicubic,-46.813,-42.881,+302
resmlp_36_224.fb_distilled_in1k,31.062,68.938,49.696,50.304,44.69,224,0.875,bicubic,-50.086,-45.782,+29
ecaresnet50t.ra2_in1k,31.050,68.950,50.573,49.427,25.57,320,0.950,bicubic,-51.302,-45.567,-98
repvit_m0_9.dist_300e_in1k,31.046,68.954,50.681,49.319,5.49,224,0.950,bicubic,-47.612,-43.435,+244
resnet152c.gluon_in1k,31.018,68.981,48.936,51.064,60.21,224,0.875,bicubic,-48.894,-45.910,+139
cs3sedarknet_x.c2ns_in1k,31.017,68.984,50.131,49.869,35.40,288,1.000,bicubic,-51.642,-46.219,-146
cspdarknet53.ra_in1k,31.001,68.999,50.412,49.588,27.64,256,0.887,bilinear,-49.067,-44.666,+130
resnext101_64x4d.gluon_in1k,30.993,69.007,48.549,51.451,83.46,224,0.875,bicubic,-49.607,-46.443,+81
tresnet_m.miil_in1k,30.987,69.013,48.686,51.314,31.39,224,0.875,bilinear,-49.811,-46.170,+61
twins_svt_small.in1k,30.983,69.017,49.219,50.781,24.06,224,0.900,bicubic,-50.693,-46.439,-38
regnety_160.tv2_in1k,30.942,69.058,49.060,50.940,83.59,224,0.965,bicubic,-51.704,-47.154,-150
gcresnet50t.ra2_in1k,30.936,69.064,50.034,49.966,25.90,288,1.000,bicubic,-50.520,-45.684,-13
tf_efficientnet_cc_b1_8e.in1k,30.903,69.097,50.078,49.922,39.72,240,0.882,bicubic,-48.399,-44.296,+183
resmlp_24_224.fb_distilled_in1k,30.901,69.099,50.174,49.826,30.02,224,0.875,bicubic,-49.855,-45.050,+60
regnety_080_tv.tv2_in1k,30.891,69.109,48.724,51.276,39.38,224,0.965,bicubic,-51.703,-47.524,-144
resnext101_32x4d.gluon_in1k,30.891,69.109,48.539,51.461,44.18,224,0.875,bicubic,-49.449,-46.391,+98
tf_efficientnetv2_b3.in1k,30.853,69.147,49.808,50.192,14.36,300,0.904,bicubic,-51.119,-45.994,-66
repvit_m0_9.dist_450e_in1k,30.846,69.154,50.119,49.881,5.49,224,0.950,bicubic,-48.220,-44.261,+200
tf_efficientnet_lite4.in1k,30.830,69.170,50.390,49.610,13.01,380,0.920,bilinear,-50.700,-45.274,-31
resnetaa50d.sw_in12k_ft_in1k,30.802,69.198,50.569,49.431,25.58,288,1.000,bicubic,-51.798,-45.929,-151
efficientvit_b1.r288_in1k,30.791,69.210,50.009,49.991,9.10,288,1.000,bicubic,-49.533,-45.167,+96
nf_resnet50.ra2_in1k,30.698,69.302,49.944,50.056,25.56,288,0.940,bicubic,-49.942,-45.390,+63
poolformer_s36.sail_in1k,30.690,69.310,49.445,50.555,30.86,224,0.900,bicubic,-50.740,-45.999,-22
xcit_tiny_24_p16_224.fb_in1k,30.671,69.329,50.416,49.584,12.12,224,1.000,bicubic,-48.777,-44.462,+158
resnet50.a1h_in1k,30.631,69.369,49.415,50.585,25.56,224,1.000,bicubic,-50.047,-45.891,+56
dpn107.mx_in1k,30.625,69.374,48.739,51.261,86.92,224,0.875,bicubic,-49.544,-46.203,+105
tresnet_xl.miil_in1k_448,30.622,69.379,49.077,50.923,78.44,448,0.875,bilinear,-52.437,-47.095,-204
resnet152.gluon_in1k,30.614,69.386,48.515,51.485,60.19,224,0.875,bicubic,-49.082,-46.215,+135
resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,30.602,69.398,50.667,49.333,25.03,224,0.875,bilinear,-49.732,-44.733,+86
haloregnetz_b.ra3_in1k,30.594,69.406,48.987,51.013,11.68,224,0.940,bicubic,-50.452,-46.213,+13
pit_xs_distilled_224.in1k,30.543,69.457,50.180,49.820,11.00,224,0.900,bicubic,-48.637,-44.186,+177
regnetx_080.tv2_in1k,30.521,69.479,48.030,51.970,39.57,224,0.965,bicubic,-51.019,-47.512,-47
resnet101d.gluon_in1k,30.506,69.494,47.973,52.027,44.57,224,0.875,bicubic,-49.920,-47.051,+74
resnest26d.gluon_in1k,30.490,69.510,50.663,49.337,17.07,224,0.875,bilinear,-47.992,-43.631,+223
mobilevitv2_200.cvnets_in22k_ft_in1k_384,30.490,69.510,50.575,49.425,18.45,384,1.000,bicubic,-52.910,-46.007,-249
resnet50.ram_in1k,30.451,69.549,48.997,51.003,25.56,288,0.950,bicubic,-49.525,-46.055,+104
efficientformerv2_s1.snap_dist_in1k,30.445,69.555,49.582,50.418,6.19,224,0.950,bicubic,-49.247,-45.134,+127
efficientnet_b2.ra_in1k,30.427,69.573,49.688,50.312,9.11,288,1.000,bicubic,-50.183,-45.625,+49
tf_efficientnet_b1.ap_in1k,30.423,69.577,49.555,50.445,7.79,240,0.882,bicubic,-48.853,-44.757,+158
cs3darknet_x.c2ns_in1k,30.409,69.591,49.197,50.803,35.05,288,1.000,bicubic,-51.813,-47.033,-117
xcit_tiny_12_p16_384.fb_dist_in1k,30.403,69.597,50.131,49.869,6.72,384,1.000,bicubic,-50.535,-45.283,+12
twins_pcpvt_small.in1k,30.396,69.604,49.384,50.616,24.11,224,0.900,bicubic,-50.696,-46.264,-4
ecaresnetlight.miil_in1k,30.382,69.618,49.146,50.854,30.16,288,0.950,bicubic,-51.026,-46.670,-39
resnet50d.ra2_in1k,30.376,69.624,48.794,51.206,25.58,288,0.950,bicubic,-50.980,-46.944,-33
ecaresnet101d_pruned.miil_in1k,30.356,69.644,48.810,51.190,24.88,288,0.950,bicubic,-51.642,-47.350,-97
visformer_small.in1k,30.339,69.661,48.285,51.715,40.22,224,0.900,bicubic,-51.767,-47.593,-108
resnet101.a1_in1k,30.297,69.703,46.584,53.416,44.55,288,1.000,bicubic,-52.025,-49.048,-136
tf_efficientnet_b5.in1k,30.295,69.705,49.753,50.247,30.39,456,0.934,bicubic,-52.881,-46.783,-241
regnety_040.ra3_in1k,30.266,69.734,48.930,51.070,20.65,288,1.000,bicubic,-52.778,-47.572,-225
regnetx_160.tv2_in1k,30.217,69.783,47.055,52.945,54.28,224,0.965,bicubic,-52.349,-49.117,-169
mobilevitv2_175.cvnets_in22k_ft_in1k,30.209,69.791,49.056,50.944,14.25,256,0.888,bicubic,-51.729,-46.734,-95
vit_relpos_base_patch32_plus_rpn_256.sw_in1k,30.201,69.799,48.688,51.312,119.42,256,0.900,bicubic,-49.283,-45.450,+127
resnet50.b1k_in1k,30.197,69.803,49.187,50.813,25.56,288,1.000,bicubic,-50.509,-46.245,+26
fastvit_s12.apple_dist_in1k,30.187,69.813,48.962,51.038,9.47,256,0.900,bicubic,-50.883,-46.323,-12
seresnext50_32x4d.racm_in1k,30.168,69.832,49.093,50.907,27.56,288,0.950,bicubic,-52.028,-47.055,-127
resnet50.b2k_in1k,30.152,69.848,48.244,51.756,25.56,288,1.000,bicubic,-50.302,-47.074,+48
regnety_016.tv2_in1k,30.138,69.862,49.231,50.769,11.20,224,0.965,bicubic,-50.528,-46.099,+26
wide_resnet50_2.tv2_in1k,30.116,69.883,48.362,51.638,68.88,224,0.965,bilinear,-51.489,-47.398,-78
dpn68b.ra_in1k,30.109,69.891,48.164,51.836,12.61,288,1.000,bicubic,-49.251,-46.272,+130
convmixer_1024_20_ks9_p14.in1k,30.093,69.907,49.934,50.066,24.38,224,0.960,bicubic,-46.843,-43.416,+294
efficientnet_el.ra_in1k,30.028,69.972,48.849,51.151,10.59,300,0.904,bicubic,-51.284,-46.640,-47
tf_efficientnet_b2.aa_in1k,30.012,69.988,49.590,50.410,9.11,260,0.890,bicubic,-50.072,-45.316,+74
xcit_tiny_12_p16_224.fb_dist_in1k,30.010,69.990,49.651,50.349,6.72,224,1.000,bicubic,-48.564,-44.547,+186
legacy_senet154.in1k,29.993,70.007,48.038,51.962,115.09,224,0.875,bilinear,-51.319,-47.522,-49
halo2botnet50ts_256.a1h_in1k,29.987,70.013,48.380,51.620,22.64,256,0.950,bicubic,-52.073,-47.254,-123
dpn98.mx_in1k,29.981,70.019,48.146,51.854,61.57,224,0.875,bicubic,-49.689,-46.508,+102
mobilevitv2_150.cvnets_in22k_ft_in1k,29.971,70.029,49.217,50.783,10.59,256,0.888,bicubic,-51.517,-46.451,-73
resnetv2_50d_gn.ah_in1k,29.957,70.043,48.195,51.805,25.57,288,1.000,bicubic,-52.001,-47.733,-115
dpn92.mx_in1k,29.946,70.054,49.113,50.887,37.67,224,0.875,bicubic,-50.092,-45.747,+69
resnext50_32x4d.a1h_in1k,29.942,70.058,48.234,51.766,25.03,288,1.000,bicubic,-52.072,-47.700,-124
convnextv2_pico.fcmae_ft_in1k,29.940,70.060,48.853,51.147,9.07,288,0.950,bicubic,-51.146,-46.627,-31
dpn131.mx_in1k,29.934,70.066,48.034,51.966,79.25,224,0.875,bicubic,-49.880,-46.666,+82
resnetv2_101x1_bit.goog_in21k_ft_in1k,29.898,70.102,51.109,48.891,44.54,448,1.000,bilinear,-52.444,-45.411,-166
senet154.gluon_in1k,29.887,70.113,47.879,52.121,115.09,224,0.875,bicubic,-51.339,-47.479,-54
tf_efficientnet_b4.in1k,29.861,70.139,49.014,50.986,19.34,380,0.922,bicubic,-52.747,-46.737,-208
legacy_xception.tf_in1k,29.855,70.145,48.684,51.316,22.86,299,0.897,bicubic,-49.185,-45.698,+143
resnet50.tv2_in1k,29.837,70.162,48.012,51.988,25.56,224,0.965,bilinear,-51.011,-47.422,-11
cs3sedarknet_l.c2ns_in1k,29.832,70.168,49.009,50.991,21.91,288,0.950,bicubic,-51.952,-46.955,-110
resnet152.a2_in1k,29.826,70.174,45.961,54.039,60.19,288,1.000,bicubic,-52.782,-50.167,-211
efficientvit_b1.r224_in1k,29.822,70.178,48.289,51.711,9.10,224,0.950,bicubic,-49.430,-46.015,+122
inception_v3.tf_adv_in1k,29.818,70.182,47.843,52.157,23.83,299,0.875,bicubic,-47.774,-45.887,+236
vit_base_patch16_384.augreg_in1k,29.792,70.208,48.327,51.673,86.86,384,1.000,bicubic,-51.310,-46.793,-46
resnetaa50.a1h_in1k,29.790,70.210,48.014,51.986,25.56,288,1.000,bicubic,-51.824,-47.788,-105
lamhalobotnet50ts_256.a1h_in1k,29.755,70.245,48.335,51.665,22.57,256,0.950,bicubic,-51.797,-47.157,-100
fbnetv3_d.ra2_in1k,29.739,70.261,49.472,50.528,10.31,256,0.950,bilinear,-49.943,-45.472,+81
ese_vovnet39b.ra_in1k,29.733,70.267,49.046,50.954,24.57,288,0.950,bicubic,-50.617,-46.320,+26
fastvit_sa12.apple_in1k,29.731,70.269,48.610,51.390,11.58,256,0.900,bicubic,-51.113,-46.730,-20
resmlp_36_224.fb_in1k,29.698,70.302,48.958,51.042,44.69,224,0.875,bicubic,-50.074,-45.926,+69
fastvit_t12.apple_dist_in1k,29.686,70.314,48.517,51.483,7.55,256,0.900,bicubic,-50.666,-46.525,+22
convnext_nano.d1h_in1k,29.684,70.316,47.920,52.080,15.59,288,1.000,bicubic,-51.798,-47.738,-95
resnet50.c1_in1k,29.672,70.328,48.458,51.542,25.56,288,1.000,bicubic,-51.240,-47.094,-35
vit_base_patch32_384.augreg_in1k,29.645,70.355,48.987,51.013,88.30,384,1.000,bicubic,-49.111,-45.239,+146
efficientvit_b1.r256_in1k,29.621,70.379,48.209,51.791,9.10,256,1.000,bicubic,-50.113,-46.571,+66
ecaresnet50d.miil_in1k,29.562,70.438,48.967,51.033,25.58,288,0.950,bicubic,-52.088,-46.915,-119
nest_tiny_jx.goog_in1k,29.558,70.442,46.983,53.017,17.06,224,0.875,bicubic,-51.868,-48.635,-93
resnet152.a3_in1k,29.525,70.475,47.038,52.962,60.19,224,0.950,bicubic,-51.021,-47.962,-5
gcresnext50ts.ch_in1k,29.517,70.483,47.851,52.149,15.67,288,1.000,bicubic,-51.713,-47.691,-78
resnext50_32x4d.tv2_in1k,29.480,70.520,47.232,52.768,25.03,224,0.965,bilinear,-51.702,-48.108,-72
cs3darknet_l.c2ns_in1k,29.466,70.534,48.234,51.766,21.16,288,0.950,bicubic,-51.430,-47.428,-42
efficientnet_em.ra2_in1k,29.464,70.536,48.922,51.078,6.90,240,0.882,bicubic,-49.780,-45.872,+103
resnext101_32x8d.tv_in1k,29.437,70.563,48.488,51.512,88.79,224,0.875,bilinear,-49.873,-46.032,+92
resnet50.fb_ssl_yfcc100m_ft_in1k,29.435,70.565,49.791,50.209,25.56,224,0.875,bilinear,-49.795,-45.035,+101
coat_lite_mini.in1k,29.435,70.565,47.718,52.282,11.01,224,0.900,bicubic,-49.667,-46.890,+111
resnetv2_50.a1h_in1k,29.435,70.565,47.441,52.559,25.55,288,1.000,bicubic,-51.963,-48.285,-99
deit_small_patch16_224.fb_in1k,29.425,70.575,48.250,51.750,22.05,224,0.900,bicubic,-50.423,-46.794,+45
sebotnet33ts_256.a1h_in1k,29.423,70.577,47.160,52.840,13.70,256,0.940,bicubic,-51.745,-48.009,-78
nf_regnet_b1.ra2_in1k,29.411,70.589,49.427,50.573,10.22,288,0.900,bicubic,-49.897,-45.313,+87
repvit_m1.dist_in1k,29.407,70.593,48.541,51.459,5.49,224,0.950,bicubic,-49.131,-45.529,+144
mobileone_s4.apple_in1k,29.405,70.595,47.967,52.033,14.95,224,0.900,bilinear,-50.021,-46.513,+76
cait_xxs24_384.fb_dist_in1k,29.391,70.609,48.751,51.249,12.03,384,1.000,bicubic,-51.581,-46.889,-62
resnetv2_50d_evos.ah_in1k,29.382,70.618,47.226,52.774,25.59,288,1.000,bicubic,-52.620,-48.674,-164
edgenext_small_rw.sw_in1k,29.346,70.654,48.722,51.278,7.83,320,1.000,bicubic,-51.112,-46.586,-9
convnext_nano_ols.d1h_in1k,29.325,70.675,47.478,52.522,15.65,288,1.000,bicubic,-52.275,-48.158,-132
regnetz_b16.ra3_in1k,29.321,70.679,47.885,52.115,9.72,288,1.000,bicubic,-51.407,-47.633,-37
swin_tiny_patch4_window7_224.ms_in1k,29.321,70.679,47.609,52.391,28.29,224,0.900,bicubic,-52.055,-47.934,-107
cait_xxs24_224.fb_dist_in1k,29.295,70.705,48.537,51.463,11.96,224,1.000,bicubic,-49.089,-45.779,+153
eca_resnet33ts.ra2_in1k,29.277,70.723,48.928,51.072,19.68,288,1.000,bicubic,-51.395,-46.436,-35
resnet50.d_in1k,29.250,70.750,47.213,52.787,25.56,288,1.000,bicubic,-51.722,-48.217,-69
resnet50.c2_in1k,29.244,70.756,47.165,52.835,25.56,288,1.000,bicubic,-51.626,-48.369,-56
pvt_v2_b1.in1k,29.242,70.758,48.962,51.038,14.01,224,0.900,bicubic,-49.462,-45.540,+124
maxvit_rmlp_pico_rw_256.sw_in1k,29.238,70.762,47.719,52.281,7.52,256,0.950,bicubic,-51.276,-47.495,-28
gcvit_xxtiny.in1k,29.218,70.781,48.348,51.652,12.00,224,0.875,bicubic,-50.508,-46.732,+38
poolformer_s24.sail_in1k,29.205,70.795,48.079,51.921,21.39,224,0.900,bicubic,-51.089,-46.995,-1
tresnet_l.miil_in1k_448,29.162,70.838,47.224,52.776,55.99,448,0.875,bilinear,-53.114,-48.754,-205
seresnet50.ra2_in1k,29.146,70.854,47.749,52.251,28.09,288,0.950,bicubic,-52.138,-47.903,-108
inception_v3.gluon_in1k,29.112,70.888,46.943,53.057,23.83,299,0.875,bicubic,-49.690,-47.433,+108
lambda_resnet50ts.a1h_in1k,29.108,70.891,46.961,53.039,21.54,256,0.950,bicubic,-52.050,-48.137,-97
resnet101.a2_in1k,29.091,70.909,45.762,54.238,44.55,288,1.000,bicubic,-53.145,-49.968,-206
xception71.tf_in1k,29.030,70.970,47.391,52.609,42.34,299,0.903,bicubic,-50.844,-47.537,+17
resnet34d.ra2_in1k,29.020,70.980,48.052,51.948,21.82,288,0.950,bicubic,-49.416,-46.292,+133
hrnet_w64.ms_in1k,28.987,71.013,47.138,52.862,128.06,224,0.875,bilinear,-50.489,-47.514,+49
xcit_tiny_12_p8_224.fb_in1k,28.979,71.021,47.501,52.499,6.71,224,1.000,bicubic,-50.709,-47.553,+33
regnetx_032.tv2_in1k,28.975,71.025,47.069,52.931,15.30,224,0.965,bicubic,-51.951,-48.209,-79
cs3darknet_focus_l.c2ns_in1k,28.939,71.061,47.639,52.361,21.15,288,0.950,bicubic,-51.937,-48.043,-74
tf_efficientnet_b0.ns_jft_in1k,28.902,71.098,49.007,50.993,5.29,224,0.875,bicubic,-49.766,-45.365,+110
xception65.tf_in1k,28.894,71.106,47.154,52.846,39.92,299,0.903,bicubic,-50.662,-47.504,+38
tf_efficientnet_b1.aa_in1k,28.886,71.114,47.523,52.477,7.79,240,0.882,bicubic,-49.942,-46.677,+94
vit_small_patch32_384.augreg_in21k_ft_in1k,28.875,71.125,48.889,51.111,22.92,384,1.000,bicubic,-51.611,-46.711,-41
mobilevitv2_150.cvnets_in22k_ft_in1k_384,28.871,71.129,47.932,52.068,10.59,384,1.000,bicubic,-53.715,-48.382,-266
resnet101.gluon_in1k,28.853,71.147,46.381,53.619,44.55,224,0.875,bicubic,-50.457,-48.141,+52
skresnext50_32x4d.ra_in1k,28.810,71.190,46.507,53.493,27.48,224,0.875,bicubic,-51.354,-48.133,-8
sehalonet33ts.ra2_in1k,28.780,71.220,46.574,53.426,13.69,256,0.940,bicubic,-52.178,-48.698,-90
levit_256.fb_dist_in1k,28.743,71.257,46.729,53.271,18.89,224,0.900,bicubic,-52.781,-48.765,-154
levit_conv_256.fb_dist_in1k,28.739,71.261,46.723,53.277,18.89,224,0.900,bicubic,-52.783,-48.767,-154
resnet50.ra_in1k,28.694,71.306,47.366,52.634,25.56,288,0.950,bicubic,-51.142,-47.600,+8
mobileone_s3.apple_in1k,28.676,71.324,47.582,52.418,10.17,224,0.900,bilinear,-49.316,-46.332,+151
resnetblur50.bt_in1k,28.662,71.338,46.908,53.092,25.56,288,0.950,bicubic,-51.572,-48.326,-20
tf_efficientnet_lite3.in1k,28.651,71.349,47.360,52.640,8.20,300,0.904,bilinear,-51.155,-47.554,+8
darknetaa53.c2ns_in1k,28.647,71.353,46.949,53.051,36.02,288,1.000,bilinear,-51.859,-48.373,-55
hrnet_w40.ms_in1k,28.645,71.355,47.452,52.548,57.56,224,0.875,bilinear,-50.287,-47.012,+74
skresnet34.ra_in1k,28.631,71.369,47.961,52.039,22.28,224,0.875,bicubic,-48.279,-45.183,+205
swinv2_tiny_window8_256.ms_in1k,28.627,71.373,46.189,53.811,28.35,256,0.900,bicubic,-53.193,-49.805,-189
seresnext50_32x4d.gluon_in1k,28.619,71.381,46.438,53.562,27.56,224,0.875,bicubic,-51.305,-48.386,-11
mobilevitv2_175.cvnets_in22k_ft_in1k_384,28.598,71.403,47.118,52.882,14.25,384,1.000,bicubic,-54.341,-49.308,-321
tf_efficientnet_b3.in1k,28.582,71.418,47.981,52.019,12.23,300,0.904,bicubic,-52.292,-47.319,-93
halonet50ts.a1h_in1k,28.580,71.420,46.183,53.817,22.73,256,0.940,bicubic,-53.082,-49.427,-183
tf_efficientnetv2_b0.in1k,28.570,71.430,47.077,52.923,7.14,224,0.875,bicubic,-49.788,-46.937,+114
poolformerv2_s12.sail_in1k,28.556,71.444,47.399,52.601,11.89,224,1.000,bicubic,-49.446,-46.465,+137
resnet152.tv_in1k,28.543,71.457,47.106,52.894,60.19,224,0.875,bilinear,-49.779,-46.940,+114
xcit_tiny_12_p16_224.fb_in1k,28.515,71.485,47.403,52.597,6.72,224,1.000,bicubic,-48.625,-46.313,+184
eva02_tiny_patch14_336.mim_in22k_ft_in1k,28.507,71.493,47.539,52.461,5.76,336,1.000,bicubic,-52.123,-47.987,-75
ecaresnet50t.a1_in1k,28.456,71.544,45.576,54.424,25.57,288,1.000,bicubic,-53.672,-50.066,-225
repvgg_b2.rvgg_in1k,28.421,71.579,47.044,52.956,89.02,224,0.875,bilinear,-50.371,-47.376,+73
hrnet_w48.ms_in1k,28.409,71.591,47.576,52.424,77.47,224,0.875,bilinear,-50.897,-46.940,+31
swinv2_cr_tiny_ns_224.sw_in1k,28.379,71.621,45.902,54.098,28.33,224,0.900,bicubic,-53.423,-49.916,-199
resnext50_32x4d.gluon_in1k,28.372,71.628,45.332,54.668,25.03,224,0.875,bicubic,-50.988,-49.098,+24
efficientnet_b2_pruned.in1k,28.360,71.640,47.057,52.943,8.31,260,0.890,bicubic,-51.560,-47.795,-24
tf_efficientnet_b0.ap_in1k,28.354,71.646,47.535,52.465,5.29,224,0.875,bicubic,-48.736,-45.727,+178
darknet53.c2ns_in1k,28.328,71.672,46.880,53.120,41.61,288,1.000,bicubic,-52.204,-48.552,-77
dla169.in1k,28.320,71.680,47.388,52.612,53.39,224,0.875,bilinear,-50.388,-46.956,+73
tf_efficientnet_cc_b0_4e.in1k,28.313,71.687,47.360,52.640,13.31,224,0.875,bicubic,-48.989,-45.976,+162
dla102x2.in1k,28.313,71.687,46.774,53.226,41.28,224,0.875,bilinear,-51.133,-47.858,+12
resnext50_32x4d.ra_in1k,28.303,71.697,46.081,53.919,25.03,288,0.950,bicubic,-52.395,-49.311,-93
mixnet_xl.ra_in1k,28.291,71.709,46.708,53.292,11.90,224,0.875,bicubic,-52.191,-48.229,-76
seresnet33ts.ra2_in1k,28.236,71.764,47.578,52.422,19.78,288,1.000,bicubic,-52.548,-47.784,-103
resnet50d.gluon_in1k,28.234,71.766,45.880,54.120,25.58,224,0.875,bicubic,-50.844,-48.586,+39
resnet50.a1_in1k,28.220,71.780,44.937,55.063,25.56,288,1.000,bicubic,-52.994,-50.165,-153
fastvit_s12.apple_in1k,28.126,71.874,46.649,53.351,9.47,256,0.900,bicubic,-51.816,-48.145,-37
densenet161.tv_in1k,28.108,71.892,46.653,53.347,28.68,224,0.875,bicubic,-49.250,-46.989,+151
resnet101c.gluon_in1k,28.104,71.896,45.953,54.047,44.57,224,0.875,bicubic,-51.434,-48.631,-4
resnet34.a1_in1k,28.100,71.900,45.707,54.293,21.80,288,1.000,bicubic,-49.818,-48.057,+121
wide_resnet101_2.tv_in1k,28.095,71.906,46.426,53.574,126.89,224,0.875,bilinear,-50.748,-47.855,+48
regnetx_320.pycls_in1k,28.079,71.921,45.118,54.882,107.81,224,0.875,bicubic,-52.167,-49.904,-58
regnety_320.pycls_in1k,28.075,71.925,45.460,54.540,145.05,224,0.875,bicubic,-52.735,-49.778,-115
resnext50_32x4d.a1_in1k,28.075,71.925,44.815,55.185,25.03,288,1.000,bicubic,-53.391,-50.359,-188
gernet_s.idstcv_in1k,28.051,71.949,46.727,53.273,8.17,224,0.875,bilinear,-48.859,-46.589,+171
ecaresnet50d_pruned.miil_in1k,28.043,71.957,47.038,52.962,19.94,288,0.950,bicubic,-52.747,-48.532,-116
levit_conv_192.fb_dist_in1k,28.032,71.968,45.874,54.126,10.95,224,0.900,bicubic,-51.806,-48.904,-37
mobilevitv2_175.cvnets_in1k,28.028,71.972,46.098,53.902,14.25,256,0.888,bicubic,-52.832,-49.158,-126
levit_192.fb_dist_in1k,28.028,71.972,45.870,54.130,10.95,224,0.900,bicubic,-51.810,-48.914,-37
efficientnet_el_pruned.in1k,28.004,71.996,46.804,53.196,10.59,300,0.904,bicubic,-52.294,-48.418,-71
vit_base_patch16_224.augreg_in1k,27.971,72.029,45.737,54.263,86.57,224,0.900,bicubic,-51.183,-48.353,+18
fastvit_t12.apple_in1k,27.935,72.065,46.393,53.607,7.55,256,0.900,bicubic,-51.329,-48.169,+7
resnet101.a3_in1k,27.925,72.075,45.014,54.986,44.55,224,0.950,bicubic,-51.888,-49.600,-39
resnet50_gn.a1h_in1k,27.916,72.084,46.075,53.925,25.56,288,0.950,bicubic,-53.300,-49.309,-173
xception41.tf_in1k,27.880,72.120,45.888,54.112,26.97,299,0.903,bicubic,-50.624,-48.388,+58
regnetx_160.pycls_in1k,27.827,72.173,45.631,54.369,54.28,224,0.875,bicubic,-52.039,-49.197,-49
dpn68b.mx_in1k,27.814,72.186,47.415,52.585,12.61,224,0.875,bicubic,-49.704,-46.437,+123
resnet50d.a1_in1k,27.790,72.210,44.377,55.623,25.58,288,1.000,bicubic,-53.660,-50.841,-199
inception_v3.tf_in1k,27.780,72.220,45.727,54.273,23.83,299,0.875,bicubic,-50.076,-48.139,+106
res2net101_26w_4s.in1k,27.778,72.222,45.159,54.841,45.21,224,0.875,bilinear,-51.422,-49.277,+5
tf_efficientnetv2_b1.in1k,27.745,72.255,46.580,53.420,8.14,240,0.882,bicubic,-51.715,-48.142,-21
repghostnet_200.in1k,27.719,72.281,46.322,53.678,9.80,224,0.875,bicubic,-51.087,-48.008,+30
vit_base_patch16_224.sam_in1k,27.703,72.297,45.100,54.900,86.57,224,0.900,bicubic,-52.535,-49.656,-78
fbnetv3_b.ra2_in1k,27.670,72.330,46.987,53.013,8.60,256,0.950,bilinear,-51.476,-47.757,+6
regnety_160.pycls_in1k,27.641,72.359,45.531,54.469,83.59,224,0.875,bicubic,-52.657,-49.433,-85
mobilevitv2_200.cvnets_in1k,27.637,72.363,45.784,54.216,18.45,256,0.888,bicubic,-53.497,-49.578,-175
repvgg_b1.rvgg_in1k,27.631,72.369,46.533,53.467,57.42,224,0.875,bilinear,-50.737,-47.563,+62
hrnet_w44.ms_in1k,27.627,72.373,45.837,54.163,67.06,224,0.875,bilinear,-51.267,-48.527,+18
resnet50.am_in1k,27.574,72.426,45.369,54.631,25.56,224,0.875,bicubic,-51.428,-49.029,+10
inception_v3.tv_in1k,27.556,72.444,45.265,54.735,23.83,299,0.875,bicubic,-49.878,-48.209,+116
resmlp_24_224.fb_in1k,27.517,72.483,45.690,54.310,30.02,224,0.875,bicubic,-51.857,-48.856,-24
pit_xs_224.in1k,27.485,72.515,45.910,54.090,10.62,224,0.900,bicubic,-50.691,-48.252,+69
tiny_vit_5m_224.in1k,27.483,72.517,45.855,54.145,5.39,224,0.950,bicubic,-51.687,-48.939,-5
gcresnet33ts.ra2_in1k,27.401,72.599,46.155,53.845,19.88,288,1.000,bicubic,-53.199,-49.167,-127
regnetx_080.pycls_in1k,27.397,72.603,45.012,54.988,39.57,224,0.875,bicubic,-51.801,-49.542,-9
hrnet_w30.ms_in1k,27.389,72.611,46.554,53.446,37.71,224,0.875,bilinear,-50.807,-47.668,+63
hrnet_w32.ms_in1k,27.381,72.619,46.006,53.994,41.23,224,0.875,bilinear,-51.061,-48.184,+43
convnext_pico.d1_in1k,27.358,72.642,45.660,54.340,9.05,288,0.950,bicubic,-53.058,-49.388,-111
vit_small_patch16_384.augreg_in1k,27.328,72.672,46.118,53.882,22.20,384,1.000,bicubic,-53.788,-49.456,-186
resnet50s.gluon_in1k,27.324,72.676,45.214,54.786,25.68,224,0.875,bicubic,-51.390,-49.028,+21
res2net50_26w_8s.in1k,27.306,72.694,44.815,55.185,48.40,224,0.875,bilinear,-51.635,-49.479,+1
convnext_pico_ols.d1_in1k,27.297,72.703,45.644,54.356,9.06,288,1.000,bicubic,-53.165,-49.608,-123
densenet201.tv_in1k,27.271,72.729,46.210,53.790,20.01,224,0.875,bicubic,-50.015,-47.270,+111
resnet33ts.ra2_in1k,27.257,72.743,45.183,54.817,19.68,288,1.000,bicubic,-52.469,-49.645,-64
ecaresnet50t.a2_in1k,27.246,72.754,44.047,55.953,25.57,288,1.000,bicubic,-54.412,-51.503,-252
regnety_064.pycls_in1k,27.238,72.762,44.866,55.134,30.58,224,0.875,bicubic,-52.478,-49.900,-65
ghostnetv2_160.in1k,27.232,72.768,46.366,53.634,12.39,224,0.875,bicubic,-50.600,-47.574,+79
efficientnet_b1_pruned.in1k,27.196,72.804,45.861,54.139,6.33,240,0.882,bicubic,-51.044,-47.973,+49
tf_efficientnetv2_b2.in1k,27.163,72.837,44.568,55.432,10.10,260,0.890,bicubic,-53.033,-50.474,-100
vit_base_patch32_224.augreg_in1k,27.140,72.861,45.175,54.825,88.22,224,0.900,bicubic,-47.755,-46.603,+178
seresnet50.a1_in1k,27.124,72.876,43.563,56.437,28.09,288,1.000,bicubic,-53.978,-51.765,-195
resnet50d.a2_in1k,27.120,72.880,43.811,56.189,25.58,288,1.000,bicubic,-54.044,-51.269,-204
resnetrs50.tf_in1k,27.098,72.902,45.027,54.973,35.69,224,0.910,bicubic,-52.796,-49.947,-89
rexnet_130.nav_in1k,27.081,72.919,45.957,54.043,7.56,224,0.875,bicubic,-52.425,-48.721,-58
gmixer_24_224.ra3_in1k,27.031,72.969,44.353,55.647,24.72,224,0.875,bicubic,-50.995,-49.315,+56
dla102x.in1k,27.022,72.978,45.505,54.495,26.31,224,0.875,bilinear,-51.490,-48.731,+16
resnet101.tv_in1k,26.963,73.037,45.234,54.766,44.55,224,0.875,bilinear,-50.417,-48.312,+91
regnetx_120.pycls_in1k,26.866,73.134,44.688,55.312,46.11,224,0.875,bicubic,-52.722,-50.055,-67
resnet32ts.ra2_in1k,26.849,73.151,45.041,54.959,17.96,288,1.000,bicubic,-52.539,-49.611,-54
rexnet_100.nav_in1k,26.841,73.159,45.379,54.621,4.80,224,0.875,bicubic,-51.015,-48.261,+64
legacy_seresnext101_32x4d.in1k,26.821,73.179,43.505,56.495,48.96,224,0.875,bilinear,-53.411,-51.515,-114
densenet169.tv_in1k,26.819,73.181,45.381,54.619,14.15,224,0.875,bicubic,-49.081,-47.647,+142
tinynet_a.in1k,26.815,73.185,45.082,54.918,6.19,192,0.875,bicubic,-50.833,-48.458,+69
regnetx_064.pycls_in1k,26.803,73.197,44.913,55.087,26.21,224,0.875,bicubic,-52.263,-49.547,-28
regnety_120.pycls_in1k,26.780,73.220,44.442,55.558,51.82,224,0.875,bicubic,-53.600,-50.684,-137
regnetx_032.pycls_in1k,26.717,73.283,45.230,54.770,15.30,224,0.875,bicubic,-51.451,-48.852,+36
res2net101d.in1k,26.711,73.289,44.336,55.664,45.23,224,0.875,bilinear,-54.507,-51.014,-227
resnext50_32x4d.a2_in1k,26.682,73.318,42.768,57.232,25.03,288,1.000,bicubic,-54.622,-52.328,-233
efficientvit_m5.r224_in1k,26.674,73.326,44.923,55.077,12.47,224,0.875,bicubic,-50.384,-48.261,+98
legacy_seresnet152.in1k,26.666,73.334,43.949,56.051,66.82,224,0.875,bilinear,-51.994,-50.421,-4
efficientnet_es.ra_in1k,26.619,73.381,45.096,54.904,5.44,224,0.875,bicubic,-51.439,-48.830,+38
res2net50_26w_6s.in1k,26.591,73.409,44.004,55.996,37.05,224,0.875,bilinear,-51.977,-50.118,-3
repvgg_b1g4.rvgg_in1k,26.579,73.421,45.100,54.900,39.97,224,0.875,bilinear,-51.009,-48.736,+64
dla60x.in1k,26.566,73.434,45.031,54.969,17.35,224,0.875,bilinear,-51.670,-48.995,+24
coat_lite_tiny.in1k,26.517,73.484,44.646,55.354,5.72,224,0.900,bicubic,-51.003,-49.276,+64
regnety_080.pycls_in1k,26.515,73.485,44.351,55.649,39.18,224,0.875,bicubic,-53.353,-50.481,-110
mobilenetv3_large_100.miil_in21k_ft_in1k,26.493,73.507,44.491,55.509,5.48,224,0.875,bilinear,-51.427,-48.423,+43
tf_efficientnet_b0.aa_in1k,26.483,73.517,45.642,54.358,5.29,224,0.875,bicubic,-50.361,-47.576,+99
res2net50_14w_8s.in1k,26.477,73.523,44.371,55.629,25.06,224,0.875,bilinear,-51.681,-49.475,+25
tf_efficientnet_b2.in1k,26.462,73.538,44.788,55.212,9.11,260,0.890,bicubic,-53.147,-49.926,-90
mobileone_s2.apple_in1k,26.456,73.544,44.566,55.434,7.88,224,0.900,bilinear,-51.060,-49.102,+60
resnet50.gluon_in1k,26.428,73.572,44.039,55.961,25.56,224,0.875,bicubic,-51.154,-49.681,+56
ecaresnet50t.a3_in1k,26.420,73.580,43.507,56.493,25.57,224,0.950,bicubic,-53.132,-51.188,-89
tf_efficientnet_el.in1k,26.353,73.647,44.173,55.827,10.59,300,0.904,bicubic,-53.895,-50.947,-141
levit_conv_128.fb_dist_in1k,26.330,73.670,44.120,55.880,9.21,224,0.900,bicubic,-52.164,-49.888,-11
levit_128.fb_dist_in1k,26.328,73.672,44.116,55.884,9.21,224,0.900,bicubic,-52.162,-49.896,-10
lambda_resnet26t.c1_in1k,26.326,73.674,44.430,55.570,10.96,256,0.940,bicubic,-52.762,-50.160,-54
resmlp_big_24_224.fb_in1k,26.318,73.682,43.554,56.446,129.14,224,0.875,bicubic,-54.718,-51.464,-225
resmlp_12_224.fb_distilled_in1k,26.316,73.684,44.874,55.126,15.35,224,0.875,bicubic,-51.638,-48.686,+29
visformer_tiny.in1k,26.257,73.743,44.182,55.818,10.32,224,0.900,bicubic,-51.903,-49.984,+13
regnetx_040.pycls_in1k,26.243,73.757,44.424,55.576,22.12,224,0.875,bicubic,-52.249,-49.818,-16
mobilevitv2_150.cvnets_in1k,26.178,73.822,43.762,56.238,10.59,256,0.888,bicubic,-54.192,-51.312,-163
crossvit_9_dagger_240.in1k,26.177,73.823,44.542,55.458,8.78,240,0.875,bicubic,-50.801,-49.076,+78
vit_small_patch32_224.augreg_in21k_ft_in1k,26.165,73.835,45.106,54.894,22.88,224,0.900,bicubic,-49.829,-47.694,+105
seresnet50.a2_in1k,26.165,73.835,42.675,57.325,28.09,288,1.000,bicubic,-54.941,-52.547,-240
densenetblur121d.ra_in1k,26.135,73.865,45.037,54.963,8.00,288,0.950,bicubic,-51.187,-48.751,+54
resnet50.a2_in1k,26.094,73.906,42.583,57.417,25.56,288,1.000,bicubic,-54.678,-52.405,-205
resnet50d.a3_in1k,26.090,73.910,42.970,57.030,25.58,224,0.950,bicubic,-52.630,-51.262,-39
resnext50_32x4d.a3_in1k,26.082,73.918,42.946,57.054,25.03,224,0.950,bicubic,-53.186,-51.360,-81
resnet34.a2_in1k,26.080,73.920,43.109,56.891,21.80,288,1.000,bicubic,-51.078,-50.165,+62
efficientnet_b1.ft_in1k,26.055,73.945,44.080,55.920,7.79,256,1.000,bicubic,-52.745,-50.262,-47
convnextv2_femto.fcmae_ft_in1k,26.039,73.961,44.302,55.698,5.23,288,0.950,bicubic,-53.299,-50.258,-92
fastvit_t8.apple_dist_in1k,26.033,73.967,44.397,55.603,4.03,256,0.900,bicubic,-51.143,-48.901,+57
lambda_resnet26rpt_256.c1_in1k,26.033,73.967,44.190,55.810,10.99,256,0.940,bicubic,-52.931,-50.246,-63
mobilevitv2_125.cvnets_in1k,26.021,73.979,43.668,56.332,7.48,256,0.888,bicubic,-53.659,-51.190,-119
dpn68.mx_in1k,26.006,73.994,44.084,55.916,12.61,224,0.875,bicubic,-50.340,-48.924,+88
hrnet_w18.ms_in1k,25.982,74.018,44.803,55.197,21.30,224,0.875,bilinear,-50.770,-48.641,+72
hardcorenas_f.miil_green_in1k,25.939,74.061,44.204,55.796,8.20,224,0.875,bilinear,-52.157,-49.598,-1
vit_small_patch16_224.augreg_in1k,25.935,74.065,43.964,56.036,22.05,224,0.900,bicubic,-52.913,-50.324,-61
repghostnet_150.in1k,25.923,74.077,44.328,55.672,6.58,224,0.875,bicubic,-51.537,-49.182,+34
regnety_040.pycls_in1k,25.909,74.091,43.854,56.146,20.65,224,0.875,bicubic,-53.311,-50.802,-87
hrnet_w18_small_v2.gluon_in1k,25.884,74.116,43.815,56.185,15.60,224,0.875,bicubic,-52.306,-50.087,-12
regnetx_016.tv2_in1k,25.878,74.122,43.353,56.647,9.19,224,0.965,bicubic,-53.558,-51.415,-110
fastvit_t8.apple_in1k,25.876,74.124,44.153,55.847,4.03,256,0.900,bicubic,-50.298,-48.899,+83
resnext50d_32x4d.bt_in1k,25.876,74.124,42.956,57.044,25.05,288,0.950,bicubic,-54.788,-52.464,-212
res2net50_26w_4s.in1k,25.872,74.128,43.163,56.837,25.70,224,0.875,bilinear,-52.078,-50.689,+3
tresnet_m.miil_in1k_448,25.860,74.140,42.868,57.132,31.39,448,0.875,bilinear,-55.850,-52.706,-328
coat_tiny.in1k,25.858,74.142,43.275,56.725,5.50,224,0.900,bicubic,-52.568,-50.773,-35
hardcorenas_c.miil_green_in1k,25.821,74.179,44.764,55.236,5.52,224,0.875,bilinear,-51.245,-48.398,+47
densenet121.ra_in1k,25.815,74.185,44.866,55.134,7.98,288,0.950,bicubic,-50.685,-48.502,+69
resnet50c.gluon_in1k,25.793,74.207,43.019,56.981,25.58,224,0.875,bicubic,-52.213,-50.973,-8
halonet26t.a1h_in1k,25.776,74.224,43.220,56.780,12.48,256,0.950,bicubic,-53.330,-51.086,-91
selecsls60.in1k,25.729,74.272,44.065,55.935,30.67,224,0.875,bicubic,-52.260,-49.765,-6
hardcorenas_e.miil_green_in1k,25.658,74.342,43.408,56.592,8.07,224,0.875,bilinear,-52.132,-50.292,+4
poolformer_s12.sail_in1k,25.654,74.346,44.167,55.833,11.92,224,0.900,bicubic,-51.586,-49.365,+31
dla60_res2next.in1k,25.654,74.346,43.675,56.325,17.03,224,0.875,bilinear,-52.786,-50.469,-44
dla60_res2net.in1k,25.648,74.352,43.583,56.417,20.85,224,0.875,bilinear,-52.816,-50.615,-48
ecaresnet26t.ra2_in1k,25.538,74.462,43.660,56.340,16.01,320,0.950,bicubic,-54.312,-51.430,-160
resmlp_12_224.fb_in1k,25.528,74.472,44.330,55.670,15.35,224,0.875,bicubic,-51.120,-48.848,+51
mixnet_l.ft_in1k,25.520,74.480,43.471,56.529,7.33,224,0.875,bicubic,-53.446,-50.711,-90
convnext_femto.d1_in1k,25.510,74.490,43.672,56.328,5.22,288,0.950,bicubic,-53.206,-50.759,-71
tf_efficientnet_lite1.in1k,25.509,74.492,43.573,56.427,5.42,240,0.882,bicubic,-51.136,-49.651,+49
res2net50d.in1k,25.497,74.503,43.041,56.959,25.72,224,0.875,bilinear,-54.757,-51.995,-191
cs3darknet_focus_m.c2ns_in1k,25.493,74.507,43.762,56.238,9.30,288,0.950,bicubic,-51.791,-50.204,+21
resnext50_32x4d.tv_in1k,25.467,74.533,42.787,57.213,25.03,224,0.875,bilinear,-52.155,-50.909,0
bat_resnext26ts.ch_in1k,25.455,74.545,43.194,56.806,10.73,256,0.900,bicubic,-52.797,-50.904,-41
botnet26t_256.c1_in1k,25.451,74.549,42.660,57.340,12.49,256,0.950,bicubic,-53.806,-51.872,-117
eca_halonext26ts.c1_in1k,25.442,74.558,43.182,56.818,10.76,256,0.940,bicubic,-54.044,-51.418,-141
repvgg_a2.rvgg_in1k,25.436,74.564,43.945,56.055,28.21,224,0.875,bilinear,-51.022,-49.057,+52
tf_mixnet_l.in1k,25.414,74.586,42.538,57.462,7.33,224,0.875,bicubic,-53.362,-51.464,-84
regnety_008_tv.tv2_in1k,25.406,74.594,43.434,56.566,6.43,224,0.965,bicubic,-53.260,-50.956,-76
hardcorenas_b.miil_green_in1k,25.396,74.603,44.188,55.812,5.18,224,0.875,bilinear,-51.151,-48.574,+42
res2next50.in1k,25.392,74.608,42.492,57.508,24.67,224,0.875,bilinear,-52.850,-51.399,-47
convnext_femto_ols.d1_in1k,25.387,74.613,43.137,56.863,5.23,288,0.950,bicubic,-53.537,-51.389,-100
efficientformerv2_s0.snap_dist_in1k,25.349,74.651,43.929,56.071,3.60,224,0.950,bicubic,-50.765,-48.929,+54
legacy_seresnet101.in1k,25.332,74.668,42.832,57.168,49.33,224,0.875,bilinear,-53.054,-51.430,-59
selecsls60b.in1k,25.326,74.674,43.556,56.444,32.77,224,0.875,bicubic,-53.086,-50.612,-62
hardcorenas_d.miil_green_in1k,25.326,74.674,43.137,56.863,7.50,224,0.875,bilinear,-52.108,-50.353,-2
resnetv2_50x1_bit.goog_in21k_ft_in1k,25.322,74.678,45.348,54.652,25.55,448,1.000,bilinear,-55.020,-50.334,-217
regnety_032.pycls_in1k,25.318,74.682,42.923,57.077,19.44,224,0.875,bicubic,-53.558,-51.485,-103
wide_resnet50_2.tv_in1k,25.310,74.690,42.182,57.818,68.88,224,0.875,bilinear,-53.166,-51.906,-73
dla102.in1k,25.294,74.706,43.846,56.154,33.27,224,0.875,bilinear,-52.730,-50.088,-40
resnest14d.gluon_in1k,25.280,74.719,44.106,55.894,10.61,224,0.875,bilinear,-50.227,-48.402,+60
legacy_seresnext50_32x4d.in1k,25.212,74.788,41.950,58.050,27.56,224,0.875,bilinear,-53.864,-52.482,-119
ghostnetv2_130.in1k,25.149,74.851,43.271,56.729,8.96,224,0.875,bicubic,-51.607,-50.091,+23
mixer_b16_224.goog_in21k_ft_in1k,25.111,74.888,41.225,58.775,59.88,224,0.875,bicubic,-51.491,-50.999,+26
res2net50_48w_2s.in1k,25.025,74.975,42.206,57.794,25.29,224,0.875,bilinear,-52.489,-51.344,-15
efficientnet_b0.ra_in1k,25.015,74.985,42.797,57.203,5.29,224,0.875,bicubic,-52.679,-50.735,-27
resnet50.a3_in1k,25.000,75.001,41.889,58.111,25.56,224,0.950,bicubic,-53.049,-51.891,-49
dla60.in1k,24.937,75.063,43.322,56.678,22.04,224,0.875,bilinear,-52.109,-49.996,+8
resnet34.gluon_in1k,24.937,75.063,42.237,57.763,21.80,224,0.875,bicubic,-49.643,-49.745,+75
mobilenetv2_120d.ra_in1k,24.915,75.085,43.039,56.961,5.83,224,0.875,bicubic,-52.393,-50.463,-11
convnextv2_atto.fcmae_ft_in1k,24.890,75.111,42.469,57.531,3.71,288,0.950,bicubic,-52.871,-51.257,-34
eca_botnext26ts_256.c1_in1k,24.868,75.132,42.943,57.057,10.59,256,0.950,bicubic,-54.400,-51.663,-147
resnet34.bt_in1k,24.828,75.171,42.080,57.920,21.80,288,0.950,bicubic,-51.652,-51.274,+25
regnety_016.pycls_in1k,24.823,75.177,42.610,57.390,11.20,224,0.875,bicubic,-53.045,-51.108,-43
xcit_nano_12_p8_224.fb_dist_in1k,24.801,75.199,43.072,56.928,3.05,224,1.000,bicubic,-51.531,-50.026,+28
seresnet50.a3_in1k,24.793,75.207,42.094,57.906,28.09,224,0.950,bicubic,-52.233,-50.978,+1
pit_ti_distilled_224.in1k,24.711,75.289,43.225,56.775,5.10,224,0.900,bicubic,-49.545,-48.727,+71
cs3darknet_m.c2ns_in1k,24.626,75.374,42.970,57.030,9.31,288,0.950,bicubic,-53.008,-51.046,-36
eca_resnext26ts.ch_in1k,24.559,75.441,42.536,57.464,10.30,288,1.000,bicubic,-53.441,-51.390,-56
resnet50.bt_in1k,24.559,75.441,41.445,58.555,25.56,288,0.950,bicubic,-55.081,-53.447,-183
mobilevitv2_100.cvnets_in1k,24.553,75.447,42.919,57.081,4.90,256,0.888,bicubic,-53.527,-51.251,-65
tf_efficientnet_lite2.in1k,24.532,75.468,42.290,57.710,6.09,260,0.890,bicubic,-52.930,-51.462,-31
seresnext26ts.ch_in1k,24.506,75.494,42.665,57.335,10.39,288,1.000,bicubic,-53.764,-51.427,-81
skresnet18.ra_in1k,24.497,75.504,42.534,57.466,11.96,224,0.875,bicubic,-48.538,-48.638,+84
regnetx_016.pycls_in1k,24.477,75.523,42.490,57.510,9.19,224,0.875,bicubic,-52.447,-50.925,-3
tf_efficientnet_lite0.in1k,24.373,75.627,42.510,57.490,4.65,224,0.875,bicubic,-50.459,-49.660,+51
hardcorenas_a.miil_green_in1k,24.367,75.633,43.316,56.684,5.26,224,0.875,bilinear,-51.571,-49.192,+24
hrnet_w18.ms_aug_in1k,24.341,75.659,42.897,57.103,21.30,224,0.950,bilinear,-53.781,-51.157,-74
efficientvit_m4.r224_in1k,24.286,75.714,41.758,58.242,8.80,224,0.875,bicubic,-50.082,-50.222,+58
gcresnext26ts.ch_in1k,24.154,75.846,41.306,58.694,10.48,288,1.000,bicubic,-54.260,-52.730,-97
resnet50.tv_in1k,24.096,75.904,41.323,58.677,25.56,224,0.875,bilinear,-52.032,-51.535,+15
tf_efficientnet_b1.in1k,24.070,75.930,41.512,58.488,7.79,240,0.882,bicubic,-54.492,-52.582,-114
levit_128s.fb_dist_in1k,24.060,75.940,41.001,58.999,7.78,224,0.900,bicubic,-52.466,-51.871,+1
levit_conv_128s.fb_dist_in1k,24.052,75.948,41.003,58.997,7.78,224,0.900,bicubic,-52.468,-51.863,+1
legacy_seresnet34.in1k,24.021,75.979,41.901,58.099,21.96,224,0.875,bilinear,-50.781,-50.225,+43
xcit_nano_12_p16_384.fb_dist_in1k,24.005,75.995,42.306,57.694,3.05,384,1.000,bicubic,-51.453,-50.392,+28
xcit_nano_12_p8_384.fb_dist_in1k,23.956,76.044,41.954,58.046,3.05,384,1.000,bicubic,-53.864,-52.086,-62
efficientnet_lite0.ra_in1k,23.905,76.095,42.109,57.891,4.65,224,0.875,bicubic,-51.577,-50.411,+24
repghostnet_130.in1k,23.852,76.148,41.569,58.431,5.48,224,0.875,bicubic,-52.524,-51.323,+1
densenet121.tv_in1k,23.840,76.160,41.928,58.072,7.98,224,0.875,bicubic,-50.924,-50.225,+39
efficientnet_es_pruned.in1k,23.815,76.185,41.991,58.009,5.44,224,0.875,bicubic,-51.191,-50.453,+33
regnetx_008.tv2_in1k,23.779,76.221,40.698,59.302,7.26,224,0.965,bicubic,-53.527,-52.966,-42
mixnet_m.ft_in1k,23.716,76.284,41.146,58.854,5.01,224,0.875,bicubic,-53.544,-52.272,-39
resnet26t.ra2_in1k,23.712,76.288,41.321,58.679,16.01,320,1.000,bicubic,-54.616,-52.803,-105
mobilenetv2_140.ra_in1k,23.695,76.305,41.469,58.531,6.11,224,0.875,bicubic,-52.821,-51.519,-9
dla34.in1k,23.685,76.315,41.538,58.462,15.74,224,0.875,bilinear,-50.955,-50.529,+35
legacy_seresnet50.in1k,23.640,76.360,40.079,59.921,28.09,224,0.875,bilinear,-54.004,-53.679,-66
convnext_atto.d2_in1k,23.589,76.411,41.087,58.913,3.70,288,0.950,bicubic,-53.419,-52.614,-30
resnext26ts.ra2_in1k,23.589,76.411,40.891,59.109,10.30,288,1.000,bicubic,-53.589,-52.573,-42
tf_mixnet_m.in1k,23.484,76.516,40.997,59.003,5.01,224,0.875,bicubic,-53.470,-52.157,-30
resnet34.tv_in1k,23.473,76.527,41.361,58.639,21.80,224,0.875,bilinear,-49.833,-50.059,+53
efficientvit_m3.r224_in1k,23.412,76.588,40.531,59.469,6.90,224,0.875,bicubic,-49.962,-50.817,+49
selecsls42b.in1k,23.369,76.632,40.681,59.319,32.46,224,0.875,bicubic,-53.802,-52.711,-44
tf_efficientnet_em.in1k,23.369,76.632,40.398,59.602,6.90,240,0.882,bicubic,-54.758,-53.650,-101
resnet34.a3_in1k,23.366,76.633,40.068,59.932,21.80,224,0.950,bicubic,-49.603,-51.038,+55
repvgg_b0.rvgg_in1k,23.319,76.681,41.164,58.836,15.82,224,0.875,bilinear,-51.825,-51.252,+12
regnety_004.tv2_in1k,23.292,76.708,40.987,59.013,4.34,224,0.965,bicubic,-52.302,-51.713,+2
xcit_nano_12_p16_224.fb_dist_in1k,23.249,76.751,41.368,58.632,3.05,224,1.000,bicubic,-49.061,-49.492,+61
convnext_atto_ols.a2_in1k,23.129,76.871,40.881,59.119,3.70,288,0.950,bicubic,-54.087,-52.795,-53
mobilenetv2_110d.ra_in1k,23.070,76.930,40.749,59.251,4.52,224,0.875,bicubic,-51.984,-51.434,+12
resnet18.a1_in1k,23.056,76.944,39.551,60.449,11.69,288,1.000,bicubic,-50.102,-51.475,+45
vit_base_patch32_224.sam_in1k,23.046,76.954,39.565,60.435,88.22,224,0.900,bicubic,-50.648,-51.449,+37
tinynet_b.in1k,23.017,76.983,40.979,59.021,3.73,188,0.875,bicubic,-51.961,-51.207,+12
resnet18d.ra2_in1k,23.001,76.999,41.197,58.803,11.71,288,0.950,bicubic,-50.793,-50.640,+34
repghostnet_111.in1k,22.881,77.119,40.439,59.561,4.54,224,0.875,bicubic,-52.175,-51.753,+6
mobileone_s1.apple_in1k,22.803,77.197,39.851,60.149,4.83,224,0.900,bilinear,-52.983,-52.941,-13
deit_tiny_distilled_patch16_224.fb_in1k,22.722,77.278,40.777,59.223,5.91,224,0.900,bicubic,-51.782,-51.113,+18
mobilenetv3_large_100.ra_in1k,22.657,77.343,40.763,59.237,5.48,224,0.875,bicubic,-53.109,-51.775,-14
repvgg_a1.rvgg_in1k,22.640,77.361,39.869,60.131,14.09,224,0.875,bilinear,-51.823,-51.987,+17
mobilenetv3_rw.rmsp_in1k,22.630,77.370,40.362,59.638,5.48,224,0.875,bicubic,-52.990,-52.342,-13
ghostnetv2_100.in1k,22.604,77.396,40.022,59.978,6.16,224,0.875,bicubic,-52.562,-52.332,-4
edgenext_x_small.in1k,22.590,77.410,39.500,60.500,2.34,288,1.000,bicubic,-53.098,-53.266,-17
tf_mobilenetv3_large_100.in1k,22.579,77.421,39.777,60.223,5.48,224,0.875,bilinear,-52.937,-52.817,-13
tf_efficientnet_b0.in1k,22.559,77.441,39.570,60.430,5.29,224,0.875,bicubic,-53.971,-53.438,-41
mobilevit_s.cvnets_in1k,22.478,77.522,38.657,61.343,5.58,256,0.900,bicubic,-55.834,-55.491,-134
xcit_nano_12_p8_224.fb_in1k,22.408,77.592,40.626,59.374,3.05,224,1.000,bicubic,-51.502,-51.542,+20
tf_efficientnet_es.in1k,22.406,77.594,39.089,60.911,5.44,224,0.875,bicubic,-54.192,-54.113,-46
hrnet_w18_small_v2.ms_in1k,22.341,77.659,39.857,60.143,15.60,224,0.875,bilinear,-52.769,-52.559,-8
convit_tiny.fb_in1k,22.268,77.732,39.675,60.325,5.71,224,0.875,bicubic,-50.844,-52.037,+28
regnetx_004_tv.tv2_in1k,22.213,77.787,39.126,60.874,5.50,224,0.965,bicubic,-52.387,-53.044,+3
regnety_008.pycls_in1k,22.109,77.891,38.902,61.098,6.26,224,0.875,bicubic,-54.193,-54.160,-37
ese_vovnet19b_dw.ra_in1k,22.072,77.928,39.464,60.536,6.54,288,0.950,bicubic,-55.672,-54.320,-104
regnety_006.pycls_in1k,21.981,78.019,38.959,61.041,6.06,224,0.875,bicubic,-53.287,-53.567,-17
vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,21.948,78.052,39.405,60.595,6.36,384,1.000,bicubic,-54.012,-53.857,-35
regnetx_008.pycls_in1k,21.948,78.052,38.928,61.072,7.26,224,0.875,bicubic,-53.080,-53.410,-11
semnasnet_100.rmsp_in1k,21.889,78.111,38.604,61.396,3.89,224,0.875,bicubic,-53.561,-53.994,-21
pit_ti_224.in1k,21.871,78.129,39.537,60.463,4.85,224,0.900,bicubic,-51.039,-51.867,+25
pvt_v2_b0.in1k,21.836,78.164,40.152,59.848,3.67,224,0.900,bicubic,-48.824,-50.044,+48
regnetx_006.pycls_in1k,21.747,78.253,38.914,61.086,6.20,224,0.875,bicubic,-52.121,-52.764,+8
vit_tiny_patch16_384.augreg_in21k_ft_in1k,21.720,78.280,39.319,60.681,5.79,384,1.000,bicubic,-56.704,-55.223,-158
crossvit_9_240.in1k,21.696,78.304,39.268,60.732,8.55,240,0.875,bicubic,-52.264,-52.694,+2
vgg19_bn.tv_in1k,21.623,78.376,39.276,60.724,143.68,224,0.875,bilinear,-52.592,-52.568,-3
semnasnet_075.rmsp_in1k,21.582,78.418,38.918,61.082,2.91,224,0.875,bicubic,-51.422,-52.222,+16
resnet18.gluon_in1k,21.545,78.455,38.875,61.125,11.69,224,0.875,bicubic,-49.289,-50.881,+40
mobilevitv2_075.cvnets_in1k,21.535,78.465,38.631,61.369,2.87,256,0.888,bicubic,-54.073,-54.113,-37
fbnetc_100.rmsp_in1k,21.492,78.508,38.179,61.821,5.57,224,0.875,bilinear,-53.638,-54.209,-27
repghostnet_100.in1k,21.459,78.541,38.682,61.318,4.07,224,0.875,bicubic,-52.748,-52.860,-7
xcit_nano_12_p16_224.fb_in1k,21.437,78.563,39.791,60.209,3.05,224,1.000,bicubic,-48.525,-49.971,+42
ghostnet_100.in1k,21.384,78.616,38.158,61.842,5.18,224,0.875,bicubic,-52.574,-53.374,-5
mnasnet_100.rmsp_in1k,21.346,78.653,37.709,62.291,4.38,224,0.875,bicubic,-53.306,-54.413,-20
resnet18.fb_ssl_yfcc100m_ft_in1k,21.293,78.707,39.114,60.886,11.69,224,0.875,bilinear,-51.305,-52.301,+11
lcnet_100.ra2_in1k,21.293,78.707,38.867,61.133,2.95,224,0.875,bicubic,-50.809,-51.487,+23
mixnet_s.ft_in1k,21.276,78.724,38.199,61.801,4.13,224,0.875,bicubic,-54.718,-55.071,-54
legacy_seresnext26_32x4d.in1k,21.089,78.911,37.627,62.373,16.79,224,0.875,bicubic,-56.019,-55.687,-92
efficientvit_m2.r224_in1k,21.081,78.919,37.690,62.310,4.19,224,0.875,bicubic,-49.733,-52.452,+30
crossvit_tiny_240.in1k,21.048,78.952,38.061,61.939,7.01,240,0.875,bicubic,-52.292,-53.847,-3
resnet18.a2_in1k,20.944,79.056,36.851,63.149,11.69,288,1.000,bicubic,-51.428,-53.745,+10
repvgg_a0.rvgg_in1k,20.922,79.078,37.539,62.461,9.11,224,0.875,bilinear,-51.486,-52.953,+6
regnetx_004.pycls_in1k,20.887,79.113,37.541,62.459,5.16,224,0.875,bicubic,-51.515,-53.285,+6
spnasnet_100.rmsp_in1k,20.867,79.133,37.896,62.104,4.42,224,0.875,bilinear,-53.227,-53.924,-19
seresnext26t_32x4d.bt_in1k,20.847,79.153,36.344,63.656,16.81,288,0.950,bicubic,-57.897,-57.968,-205
legacy_seresnet18.in1k,20.835,79.165,37.639,62.361,11.78,224,0.875,bicubic,-50.925,-52.693,+16
mobilenetv2_100.ra_in1k,20.761,79.239,37.757,62.243,3.50,224,0.875,bicubic,-52.207,-53.259,-2
tf_mixnet_s.in1k,20.474,79.526,36.621,63.379,4.13,224,0.875,bicubic,-55.178,-56.019,-58
vit_tiny_patch16_224.augreg_in21k_ft_in1k,20.460,79.540,37.601,62.399,5.72,224,0.900,bicubic,-55.002,-55.243,-52
regnety_004.pycls_in1k,20.411,79.589,37.014,62.986,4.34,224,0.875,bicubic,-53.615,-54.734,-24
tf_mobilenetv3_large_075.in1k,20.378,79.622,36.782,63.218,3.99,224,0.875,bilinear,-53.052,-54.570,-17
hrnet_w18_small.ms_in1k,20.364,79.636,37.093,62.907,13.19,224,0.875,bilinear,-51.972,-53.588,0
hrnet_w18_small.gluon_in1k,20.362,79.638,36.973,63.027,13.19,224,0.875,bicubic,-53.558,-54.221,-24
resnet26d.bt_in1k,20.266,79.734,36.348,63.652,16.01,288,0.950,bicubic,-57.142,-57.290,-125
resnet18.tv_in1k,20.230,79.770,37.258,62.742,11.69,224,0.875,bilinear,-49.530,-51.812,+21
mixer_l16_224.goog_in21k_ft_in1k,20.175,79.825,32.938,67.062,208.20,224,0.875,bicubic,-51.879,-54.736,+3
deit_tiny_patch16_224.fb_in1k,20.148,79.852,37.537,62.463,5.72,224,0.900,bicubic,-52.022,-53.579,0
tf_mobilenetv3_large_minimal_100.in1k,20.103,79.897,36.894,63.106,3.92,224,0.875,bilinear,-52.161,-53.746,-4
seresnext26d_32x4d.bt_in1k,20.067,79.933,35.233,64.766,16.81,288,0.950,bicubic,-58.747,-59.006,-226
vgg16_bn.tv_in1k,19.945,80.055,36.314,63.686,138.37,224,0.875,bilinear,-53.425,-55.200,-24
efficientvit_m1.r224_in1k,19.938,80.062,36.403,63.597,2.98,224,0.875,bicubic,-48.368,-52.267,+22
resnet26.bt_in1k,19.739,80.261,35.839,64.161,16.00,288,0.950,bicubic,-56.627,-57.341,-87
repghostnet_080.in1k,19.454,80.546,35.953,64.047,3.28,224,0.875,bicubic,-52.758,-54.531,-7
vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,19.334,80.666,36.059,63.941,6.34,224,0.900,bicubic,-52.464,-54.765,-3
mobileone_s0.apple_in1k,19.309,80.691,35.342,64.658,5.29,224,0.875,bilinear,-52.093,-54.500,0
tinynet_c.in1k,19.258,80.742,35.982,64.018,2.46,184,0.875,bicubic,-51.984,-53.750,+1
edgenext_xx_small.in1k,18.863,81.137,35.159,64.841,1.33,288,1.000,bicubic,-53.015,-55.393,-7
efficientvit_b0.r224_in1k,18.464,81.536,33.190,66.810,3.41,224,0.950,bicubic,-52.934,-56.238,-2
resnet18.a3_in1k,18.442,81.558,33.487,66.513,11.69,224,0.950,bicubic,-49.810,-54.685,+15
mobilevit_xs.cvnets_in1k,18.312,81.688,33.206,66.794,2.32,256,0.900,bicubic,-56.322,-59.142,-54
lcnet_075.ra2_in1k,18.128,81.872,34.371,65.629,2.36,224,0.875,bicubic,-50.654,-53.989,+9
vgg19.tv_in1k,17.941,82.059,33.058,66.942,143.67,224,0.875,bilinear,-54.437,-57.816,-22
vgg13_bn.tv_in1k,17.798,82.202,34.043,65.957,133.05,224,0.875,bilinear,-53.790,-56.335,-9
vgg16.tv_in1k,17.538,82.462,32.779,67.221,138.36,224,0.875,bilinear,-54.054,-57.605,-11
regnety_002.pycls_in1k,17.456,82.544,32.435,67.565,3.16,224,0.875,bicubic,-52.824,-57.095,-3
vgg11_bn.tv_in1k,17.397,82.603,33.001,66.999,132.87,224,0.875,bilinear,-52.985,-56.807,-5
mobilevitv2_050.cvnets_in1k,17.306,82.694,33.007,66.993,1.37,256,0.888,bicubic,-52.842,-56.911,-4
repghostnet_058.in1k,17.161,82.839,32.596,67.404,2.55,224,0.875,bicubic,-51.753,-55.824,+1
regnetx_002.pycls_in1k,16.959,83.041,32.225,67.775,2.68,224,0.875,bicubic,-51.793,-56.317,+2
mobilenetv3_small_100.lamb_in1k,16.803,83.197,32.518,67.482,2.54,224,0.875,bicubic,-50.855,-55.118,+7
resnet10t.c3_in1k,16.699,83.301,32.123,67.877,5.44,224,0.950,bicubic,-51.665,-55.913,+1
efficientvit_m0.r224_in1k,16.670,83.330,31.948,68.052,2.35,224,0.875,bicubic,-46.600,-53.228,+14
mobilenetv2_050.lamb_in1k,16.668,83.332,31.950,68.050,1.97,224,0.875,bicubic,-49.280,-54.134,+9
tinynet_d.in1k,16.658,83.342,32.449,67.551,2.34,152,0.875,bicubic,-50.314,-54.617,+4
mnasnet_small.lamb_in1k,16.638,83.362,31.909,68.091,2.03,224,0.875,bicubic,-49.558,-54.595,+5
dla60x_c.in1k,16.336,83.664,31.757,68.243,1.32,224,0.875,bilinear,-51.576,-56.675,0
tf_mobilenetv3_small_100.in1k,16.216,83.784,31.205,68.795,2.54,224,0.875,bilinear,-51.706,-56.467,-2
vgg13.tv_in1k,16.096,83.904,30.985,69.015,133.05,224,0.875,bilinear,-53.836,-58.265,-13
resnet14t.c3_in1k,15.925,84.075,30.003,69.997,10.08,224,0.950,bicubic,-56.329,-60.303,-34
vgg11.tv_in1k,15.723,84.278,30.451,69.549,132.86,224,0.875,bilinear,-53.300,-58.173,-13
repghostnet_050.in1k,15.589,84.411,30.189,69.811,2.31,224,0.875,bicubic,-51.377,-56.731,-2
mobilenetv3_small_075.lamb_in1k,14.948,85.052,29.733,70.267,2.04,224,0.875,bicubic,-50.288,-55.713,+2
tf_mobilenetv3_small_075.in1k,14.932,85.067,29.562,70.438,2.04,224,0.875,bilinear,-50.794,-56.570,0
dla46_c.in1k,14.665,85.335,29.397,70.603,1.30,224,0.875,bilinear,-50.207,-56.901,+1
mobilevit_xxs.cvnets_in1k,14.490,85.510,28.654,71.346,1.27,256,0.900,bicubic,-54.428,-60.291,-17
dla46x_c.in1k,14.380,85.620,29.197,70.803,1.07,224,0.875,bilinear,-51.612,-57.777,-5
lcnet_050.ra2_in1k,14.290,85.710,28.659,71.341,1.88,224,0.875,bicubic,-48.848,-55.724,0
tf_mobilenetv3_small_minimal_100.in1k,13.962,86.038,27.990,72.010,2.04,224,0.875,bilinear,-48.932,-56.248,0
tinynet_e.in1k,12.671,87.329,26.383,73.617,2.04,106,0.875,bicubic,-47.195,-55.379,0
mobilenetv3_small_050.lamb_in1k,11.038,88.962,23.477,76.523,1.59,224,0.875,bicubic,-46.878,-56.703,0