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,70.662,29.338,89.854,10.146,305.08,448,1.000,bicubic,-19.390,-9.194,-1
eva02_large_patch14_448.mim_m38m_ft_in1k,70.544,29.456,89.843,10.157,305.08,448,1.000,bicubic,-19.026,-9.079,+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,67.533,32.467,87.504,12.496,305.08,448,1.000,bicubic,-22.433,-11.508,-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,66.985,33.015,87.443,12.557,305.08,448,1.000,bicubic,-22.639,-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,65.745,34.255,86.905,13.095,304.53,336,1.000,bicubic,-22.111,-11.463,+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,-22.243,-11.934,+42
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,64.920,35.080,86.651,13.349,200.13,320,1.000,bicubic,-23.038,-11.825,+19
vit_large_patch14_clip_224.laion2b_ft_in1k,64.814,35.186,86.575,13.425,304.20,224,1.000,bicubic,-22.468,-11.671,+42
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,64.071,35.929,85.914,14.086,304.53,336,1.000,bicubic,-24.197,-12.612,+4
eva_large_patch14_336.in22k_ft_in1k,63.096,36.904,84.380,15.620,304.53,336,1.000,bicubic,-25.574,-14.342,-8
vit_large_patch14_clip_224.openai_ft_in1k,62.630,37.370,85.113,14.887,304.20,224,1.000,bicubic,-25.222,-13.313,+19
vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,62.061,37.939,84.319,15.681,304.20,224,1.000,bicubic,-25.831,-14.091,+16
vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,61.612,38.388,83.647,16.353,304.53,336,1.000,bicubic,-26.566,-14.923,+8
vit_large_patch14_clip_224.openai_ft_in12k_in1k,61.404,38.596,83.362,16.638,304.20,224,1.000,bicubic,-26.772,-15.182,+8
eva_large_patch14_196.in22k_ft_in1k,61.117,38.883,82.778,17.222,304.14,196,1.000,bicubic,-26.817,-15.720,+11
eva_large_patch14_336.in22k_ft_in22k_in1k,60.941,39.059,82.134,17.866,304.53,336,1.000,bicubic,-28.267,-16.720,-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,+35
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,+88
regnety_1280.swag_lc_in1k,59.911,40.089,83.157,16.843,644.81,224,0.965,bicubic,-26.071,-14.692,+102
eva_large_patch14_196.in22k_ft_in22k_in1k,59.879,40.121,81.139,18.861,304.14,196,1.000,bicubic,-28.697,-17.519,-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,+72
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,+62
eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,58.504,41.496,80.796,19.204,87.12,448,1.000,bicubic,-30.188,-17.928,-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,+159
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,58.038,41.962,80.770,19.230,87.12,448,1.000,bicubic,-30.212,-17.794,-11
regnety_320.swag_ft_in1k,57.908,42.092,81.456,18.544,145.05,384,1.000,bicubic,-28.928,-16.906,+41
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,+236
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,+315
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
vit_base_patch16_clip_384.laion2b_ft_in1k,56.877,43.123,80.002,19.998,86.86,384,1.000,bicubic,-29.743,-18.006,+44
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,+217
maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,56.323,43.677,77.302,22.698,116.14,384,1.000,bicubic,-31.505,-21.070,-4
maxvit_xlarge_tf_384.in21k_ft_in1k,56.211,43.789,78.746,21.254,475.32,384,1.000,bicubic,-32.103,-19.798,-26
maxvit_xlarge_tf_512.in21k_ft_in1k,56.157,43.843,78.632,21.368,475.77,512,1.000,bicubic,-32.380,-20.012,-31
maxvit_base_tf_512.in21k_ft_in1k,56.081,43.919,78.606,21.394,119.88,512,1.000,bicubic,-32.137,-19.922,-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,+11
maxvit_base_tf_384.in21k_ft_in1k,55.649,44.351,78.074,21.926,119.65,384,1.000,bicubic,-32.273,-20.470,-14
vit_base_patch16_clip_224.laion2b_ft_in1k,55.411,44.589,79.049,20.951,86.57,224,1.000,bicubic,-30.055,-18.525,+108
regnety_320.swag_lc_in1k,55.356,44.644,79.711,20.289,145.05,224,0.965,bicubic,-29.190,-17.731,+178
regnety_160.swag_ft_in1k,55.181,44.819,79.320,20.680,83.59,384,1.000,bicubic,-30.829,-18.734,+71
maxvit_large_tf_512.in21k_ft_in1k,55.171,44.829,77.276,22.724,212.33,512,1.000,bicubic,-33.055,-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,+353
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_384,54.442,45.558,76.832,23.168,98.75,384,1.000,bicubic,-33.616,-21.750,-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,+8
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,53.733,46.267,75.142,24.858,116.14,224,0.950,bicubic,-33.161,-22.872,+8
resnext101_32x4d.fb_swsl_ig1b_ft_in1k,53.587,46.413,76.337,23.663,44.18,224,0.875,bilinear,-29.645,-20.421,+296
vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,53.491,46.509,75.659,24.341,86.86,384,1.000,bicubic,-33.717,-22.375,-8
vit_base_patch16_clip_384.openai_ft_in1k,53.080,46.920,76.661,23.339,86.86,384,1.000,bicubic,-33.124,-21.213,+42
regnety_160.swag_lc_in1k,53.049,46.951,78.088,21.912,83.59,224,0.965,bicubic,-30.733,-19.192,+242
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,52.758,47.242,74.706,25.294,304.72,384,1.000,bicubic,-34.326,-23.596,-9
caformer_b36.sail_in22k_ft_in1k,52.756,47.244,75.309,24.691,98.75,224,1.000,bicubic,-34.666,-23.017,-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,-7
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,52.043,47.957,73.568,26.432,329.09,384,1.000,bicubic,-34.139,-24.354,+33
vit_large_patch16_224.augreg_in21k_ft_in1k,51.821,48.179,73.688,26.312,304.33,224,0.900,bicubic,-34.013,-24.130,+55
vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,51.783,48.217,74.631,25.369,86.57,224,0.950,bicubic,-34.391,-23.125,+32
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,-2
tf_efficientnet_l2.ns_jft_in1k_475,51.496,48.504,73.937,26.063,480.31,475,0.936,bicubic,-36.738,-24.609,-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,+1
vit_base_patch16_clip_384.openai_ft_in12k_in1k,51.153,48.847,74.323,25.677,86.86,384,0.950,bicubic,-35.871,-23.858,-18
caformer_m36.sail_in22k_ft_in1k_384,51.052,48.948,73.436,26.564,56.20,384,1.000,bicubic,-36.398,-24.872,-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,-24
vit_base_patch16_clip_224.openai_ft_in1k,50.938,49.062,74.839,25.161,86.57,224,0.900,bicubic,-34.354,-22.599,+85
resnext50_32x4d.fb_swsl_ig1b_ft_in1k,50.463,49.537,73.366,26.634,25.03,224,0.875,bilinear,-31.711,-22.856,+395
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,50.158,49.842,72.399,27.601,197.96,288,1.000,bicubic,-37.326,-25.957,-45
convnext_large.fb_in22k_ft_in1k,49.999,50.001,72.269,27.731,197.77,288,1.000,bicubic,-37.027,-25.935,-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
caformer_m36.sail_in22k_ft_in1k,49.698,50.302,72.141,27.859,56.20,224,1.000,bicubic,-36.896,-25.883,-7
vit_base_patch16_clip_224.openai_ft_in12k_in1k,49.696,50.304,72.874,27.126,86.57,224,0.950,bicubic,-36.244,-24.854,+35
resnet50.fb_swsl_ig1b_ft_in1k,49.518,50.482,72.330,27.670,25.56,224,0.875,bilinear,-31.664,-23.662,+477
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,49.394,50.606,70.846,29.154,73.88,224,0.950,bicubic,-37.110,-27.048,-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,49.091,50.909,71.469,28.531,57.05,224,1.000,bicubic,-37.055,-26.381,+14
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,+328
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,-26.515,0
convnext_base.fb_in22k_ft_in1k,48.938,51.062,71.748,28.252,88.59,288,1.000,bicubic,-37.336,-26.344,+1
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,+1
tf_efficientnetv2_l.in21k_ft_in1k,48.737,51.263,71.994,28.006,118.52,480,1.000,bicubic,-38.065,-26.142,-29
coatnet_2_rw_224.sw_in12k_ft_in1k,48.678,51.322,70.121,29.879,73.87,224,0.950,bicubic,-37.889,-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,-11
caformer_s36.sail_in22k_ft_in1k_384,48.480,51.520,71.514,28.485,39.30,384,1.000,bicubic,-38.376,-26.698,-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,48.189,51.811,70.870,29.130,328.99,224,0.900,bicubic,-36.233,-26.300,+139
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,-26.733,+56
tf_efficientnet_b7.ns_jft_in1k,47.798,52.202,69.638,30.362,66.35,600,0.949,bicubic,-39.042,-28.456,-39
tf_efficientnet_b6.ns_jft_in1k,47.769,52.231,69.958,30.042,43.04,528,0.942,bicubic,-38.687,-27.926,-18
vit_base_patch8_224.augreg_in21k_ft_in1k,47.733,52.267,70.931,29.069,86.58,224,0.900,bicubic,-38.065,-26.859,+21
deit3_base_patch16_384.fb_in22k_ft_in1k,47.682,52.318,69.758,30.242,86.88,384,1.000,bicubic,-39.056,-28.356,-35
tf_efficientnet_l2.ns_jft_in1k,47.572,52.428,70.021,29.979,480.31,800,0.960,bicubic,-40.780,-28.627,-100
vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,47.568,52.432,70.047,29.953,88.34,448,1.000,bicubic,-38.210,-27.591,+21
vit_base_patch8_224.augreg2_in21k_ft_in1k,47.511,52.489,70.328,29.672,86.58,224,0.900,bicubic,-38.707,-27.504,-12
tf_efficientnetv2_m.in21k_ft_in1k,47.458,52.542,70.931,29.069,54.14,480,1.000,bicubic,-38.542,-27.015,+3
deit3_base_patch16_224.fb_in22k_ft_in1k,47.374,52.626,69.772,30.229,86.59,224,1.000,bicubic,-38.326,-27.974,+23
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,-34
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,+14
convnextv2_huge.fcmae_ft_in1k,46.880,53.120,67.785,32.215,660.29,288,1.000,bicubic,-39.700,-30.187,-38
convformer_s36.sail_in22k_ft_in1k,46.863,53.137,69.532,30.468,40.01,224,1.000,bicubic,-38.551,-28.036,+36
caformer_s36.sail_in22k_ft_in1k,46.708,53.292,69.744,30.256,39.30,224,1.000,bicubic,-39.084,-28.080,+10
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,46.250,53.750,69.292,30.708,88.30,384,0.950,bicubic,-38.966,-28.114,+50
maxvit_base_tf_384.in1k,46.234,53.766,68.529,31.471,119.65,384,1.000,bicubic,-40.068,-29.269,-27
hrnet_w48_ssld.paddle_in1k,46.173,53.827,68.054,31.946,77.47,288,1.000,bilinear,-38.305,-29.180,+107
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,45.890,54.110,68.557,31.443,86.86,384,1.000,bicubic,-40.106,-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,-52
tf_efficientnet_b8.ap_in1k,45.778,54.222,67.907,32.093,87.41,672,0.954,bicubic,-39.586,-29.385,+34
maxvit_large_tf_384.in1k,45.760,54.240,68.156,31.844,212.03,384,1.000,bicubic,-40.468,-29.534,-30
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,+221
convnext_small.in12k_ft_in1k_384,45.721,54.279,67.818,32.182,50.22,384,1.000,bicubic,-40.461,-30.104,-29
tf_efficientnet_b5.ns_jft_in1k,45.611,54.389,67.852,32.148,30.39,456,0.934,bicubic,-40.477,-29.902,-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,-39.982,-30.136,+49
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,+364
seresnextaa101d_32x8d.sw_in12k_ft_in1k,44.801,55.199,67.370,32.630,93.59,288,1.000,bicubic,-41.683,-30.660,-50
convnextv2_large.fcmae_ft_in1k,44.797,55.203,65.853,34.147,197.96,288,1.000,bicubic,-41.320,-31.969,-30
volo_d5_512.sail_in1k,44.577,55.423,65.767,34.233,296.09,512,1.150,bicubic,-42.481,-32.203,-83
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,-55
deit3_large_patch16_384.fb_in1k,44.181,55.819,64.845,35.155,304.76,384,1.000,bicubic,-41.631,-32.753,-14
volo_d5_448.sail_in1k,44.100,55.900,65.065,34.935,295.91,448,1.150,bicubic,-42.852,-32.873,-80
eva02_small_patch14_336.mim_in22k_ft_in1k,43.966,56.034,65.934,34.066,22.13,336,1.000,bicubic,-41.750,-31.698,-8
deit3_huge_patch14_224.fb_in1k,43.807,56.193,64.350,35.650,632.13,224,0.900,bicubic,-41.417,-33.010,+26
convnext_small.fb_in22k_ft_in1k,43.620,56.380,66.464,33.536,50.22,288,1.000,bicubic,-41.642,-31.218,+21
deit3_large_patch16_224.fb_in1k,43.514,56.486,63.574,36.426,304.37,224,0.900,bicubic,-41.262,-33.464,+62
vit_base_r50_s16_384.orig_in21k_ft_in1k,43.507,56.493,66.783,33.217,98.95,384,1.000,bicubic,-41.469,-30.507,+46
tf_efficientnet_b4.ns_jft_in1k,43.447,56.553,65.511,34.489,19.34,380,0.922,bicubic,-41.715,-31.959,+28
deit3_medium_patch16_224.fb_in22k_ft_in1k,43.275,56.725,64.882,35.118,38.85,224,1.000,bicubic,-41.277,-32.306,+70
volo_d5_224.sail_in1k,43.245,56.755,64.079,35.921,295.46,224,0.960,bicubic,-42.825,-33.497,-39
vit_base_patch16_224.augreg_in21k_ft_in1k,43.221,56.779,65.722,34.279,86.57,224,0.900,bicubic,-41.310,-31.570,+71
volo_d4_448.sail_in1k,43.133,56.867,64.108,35.892,193.41,448,1.150,bicubic,-43.659,-33.776,-81
efficientnet_b5.sw_in12k_ft_in1k,42.872,57.128,65.413,34.587,30.39,448,1.000,bicubic,-43.020,-32.323,-31
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,-37
regnety_160.lion_in12k_ft_in1k,42.746,57.254,64.204,35.796,83.59,288,1.000,bicubic,-43.240,-33.632,-37
regnety_160.sw_in12k_ft_in1k,42.687,57.313,64.346,35.654,83.59,288,1.000,bicubic,-43.299,-33.488,-37
maxvit_small_tf_512.in1k,42.679,57.321,64.538,35.462,69.13,512,1.000,bicubic,-43.403,-33.225,-47
convnext_small.in12k_ft_in1k,42.669,57.331,64.342,35.658,50.22,288,1.000,bicubic,-42.661,-33.204,+4
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,-3
tf_efficientnet_b8.ra_in1k,42.496,57.504,64.882,35.118,87.41,672,0.954,bicubic,-42.872,-32.512,-1
caformer_b36.sail_in1k,42.465,57.535,62.849,37.151,98.75,224,1.000,bicubic,-43.041,-34.461,-14
caformer_b36.sail_in1k_384,42.457,57.543,62.856,37.144,98.75,384,1.000,bicubic,-43.951,-34.958,-72
maxvit_large_tf_224.in1k,42.414,57.586,63.399,36.601,211.79,224,0.950,bicubic,-42.528,-33.571,+32
cait_m36_384.fb_dist_in1k,42.408,57.592,63.324,36.676,271.22,384,1.000,bicubic,-43.652,-34.406,-52
volo_d4_224.sail_in1k,42.304,57.696,63.002,36.998,192.96,224,0.960,bicubic,-43.568,-34.470,-42
caformer_s18.sail_in22k_ft_in1k_384,42.052,57.948,64.770,35.230,26.34,384,1.000,bicubic,-43.362,-32.932,-13
deit3_small_patch16_384.fb_in22k_ft_in1k,41.952,58.048,64.554,35.446,22.21,384,1.000,bicubic,-42.872,-32.934,+37
vit_medium_patch16_gap_384.sw_in12k_ft_in1k,41.895,58.105,63.701,36.299,39.03,384,0.950,bicubic,-43.637,-33.937,-22
maxvit_tiny_tf_512.in1k,41.842,58.158,63.576,36.424,31.05,512,1.000,bicubic,-43.822,-34.008,-31
caformer_s36.sail_in1k_384,41.738,58.262,62.760,37.240,39.30,384,1.000,bicubic,-44.002,-34.912,-36
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,+178
convformer_s18.sail_in22k_ft_in1k_384,41.571,58.429,63.348,36.652,26.77,384,1.000,bicubic,-43.427,-34.222,+20
regnety_2560.seer_ft_in1k,41.530,58.470,64.894,35.106,"1,282.60",384,1.000,bicubic,-43.622,-32.542,+4
caformer_m36.sail_in1k_384,41.498,58.502,61.528,38.472,56.20,384,1.000,bicubic,-44.668,-36.292,-70
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,+24
tf_efficientnet_b7.ra_in1k,41.439,58.561,63.027,36.973,66.35,600,0.949,bicubic,-43.493,-34.181,+20
tf_efficientnet_b7.ap_in1k,41.429,58.571,62.876,37.124,66.35,600,0.949,bicubic,-43.693,-34.376,+2
tf_efficientnet_b5.ap_in1k,41.414,58.586,62.082,37.918,30.39,456,0.934,bicubic,-42.844,-34.892,+77
regnety_120.sw_in12k_ft_in1k,41.331,58.669,63.187,36.813,51.82,288,1.000,bicubic,-44.069,-34.395,-22
dm_nfnet_f3.dm_in1k,41.323,58.677,62.110,37.890,254.92,416,0.940,bicubic,-44.363,-35.460,-43
resnetv2_152x4_bit.goog_in21k_ft_in1k,41.308,58.692,64.312,35.688,936.53,480,1.000,bilinear,-43.608,-33.126,+16
dm_nfnet_f5.dm_in1k,41.290,58.710,62.011,37.989,377.21,544,0.954,bicubic,-44.808,-35.677,-74
caformer_s18.sail_in22k_ft_in1k,41.213,58.787,63.837,36.163,26.34,224,1.000,bicubic,-42.863,-33.361,+88
dm_nfnet_f6.dm_in1k,41.166,58.834,62.843,37.157,438.36,576,0.956,bicubic,-45.196,-35.053,-91
convnext_tiny.in12k_ft_in1k_384,41.113,58.887,62.825,37.175,28.59,384,1.000,bicubic,-44.009,-34.781,-7
tf_efficientnet_b6.ap_in1k,41.089,58.911,62.359,37.641,43.04,528,0.942,bicubic,-43.697,-34.777,+21
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,-55
xcit_large_24_p16_224.fb_dist_in1k,40.942,59.058,61.324,38.676,189.10,224,1.000,bicubic,-43.974,-35.806,+10
tf_efficientnetv2_l.in1k,40.930,59.070,62.011,37.989,118.52,480,1.000,bicubic,-44.734,-35.463,-50
tf_efficientnetv2_s.in21k_ft_in1k,40.924,59.076,63.849,36.151,21.46,384,1.000,bicubic,-43.364,-33.403,+62
maxvit_small_tf_384.in1k,40.846,59.154,61.972,38.028,69.02,384,1.000,bicubic,-44.694,-35.490,-47
edgenext_base.in21k_ft_in1k,40.836,59.164,61.774,38.226,18.51,320,1.000,bicubic,-43.218,-35.422,+83
maxvit_base_tf_224.in1k,40.787,59.213,61.202,38.798,119.47,224,0.950,bicubic,-44.073,-35.786,+9
xcit_medium_24_p8_224.fb_dist_in1k,40.498,59.502,60.502,39.498,84.32,224,1.000,bicubic,-44.576,-36.772,-8
vit_small_r26_s32_384.augreg_in21k_ft_in1k,40.474,59.526,62.735,37.265,36.47,384,1.000,bicubic,-43.574,-34.593,+82
tf_efficientnet_b4.ap_in1k,40.472,59.528,61.717,38.283,19.34,380,0.922,bicubic,-42.778,-34.677,+155
deit3_base_patch16_224.fb_in1k,40.374,59.626,60.168,39.832,86.59,224,0.900,bicubic,-43.412,-36.420,+103
convformer_s18.sail_in22k_ft_in1k,40.301,59.699,61.719,38.281,26.77,224,1.000,bicubic,-43.437,-35.329,+110
vit_medium_patch16_gap_256.sw_in12k_ft_in1k,40.276,59.724,61.668,38.332,38.86,256,0.950,bicubic,-44.170,-35.176,+35
flexivit_large.600ep_in1k,40.272,59.728,60.367,39.633,304.36,240,0.950,bicubic,-45.266,-37.121,-55
vit_base_patch16_224_miil.in21k_ft_in1k,40.162,59.838,60.889,39.111,86.54,224,0.875,bilinear,-44.104,-35.915,+53
deit3_small_patch16_224.fb_in22k_ft_in1k,40.152,59.848,61.860,38.140,22.06,224,1.000,bicubic,-42.922,-34.916,+167
regnetz_e8.ra3_in1k,40.136,59.864,61.316,38.684,57.70,320,1.000,bicubic,-44.900,-35.956,-14
maxvit_rmlp_small_rw_224.sw_in1k,40.109,59.891,59.516,40.484,64.90,224,0.900,bicubic,-44.383,-37.494,+25
flexivit_large.1200ep_in1k,40.097,59.903,60.646,39.354,304.36,240,0.950,bicubic,-45.549,-36.896,-65
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,-80
flexivit_large.300ep_in1k,39.993,60.007,59.986,40.014,304.36,240,0.950,bicubic,-45.297,-37.415,-43
maxvit_tiny_tf_384.in1k,39.971,60.029,60.909,39.091,30.98,384,1.000,bicubic,-45.129,-36.469,-27
convnextv2_tiny.fcmae_ft_in22k_in1k,39.938,60.062,61.835,38.165,28.64,288,1.000,bicubic,-44.478,-35.425,+34
dm_nfnet_f4.dm_in1k,39.924,60.076,60.447,39.553,316.07,512,0.951,bicubic,-45.912,-37.217,-86
xcit_medium_24_p16_384.fb_dist_in1k,39.897,60.103,60.097,39.903,84.40,384,1.000,bicubic,-45.525,-37.309,-59
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,+58
cait_s36_384.fb_dist_in1k,39.767,60.233,60.469,39.531,68.37,384,1.000,bicubic,-45.687,-37.009,-63
convnextv2_base.fcmae_ft_in1k,39.755,60.245,59.875,40.125,88.72,288,1.000,bicubic,-45.719,-37.509,-66
volo_d3_448.sail_in1k,39.702,60.298,59.760,40.240,86.63,448,1.000,bicubic,-46.798,-37.950,-131
efficientnetv2_rw_m.agc_in1k,39.681,60.319,59.679,40.321,53.24,416,1.000,bicubic,-45.131,-37.471,-10
xception65.ra3_in1k,39.621,60.379,60.919,39.081,39.92,299,0.940,bicubic,-43.561,-35.673,+138
ecaresnet269d.ra2_in1k,39.604,60.396,60.345,39.655,102.09,352,1.000,bicubic,-45.362,-36.877,-24
tf_efficientnet_b3.ns_jft_in1k,39.588,60.412,61.475,38.525,12.23,300,0.904,bicubic,-44.468,-35.443,+55
caformer_m36.sail_in1k,39.572,60.428,58.691,41.309,56.20,224,1.000,bicubic,-45.660,-38.510,-51
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,-44.989,-37.236,+4
volo_d3_224.sail_in1k,39.482,60.518,59.860,40.140,86.33,224,0.960,bicubic,-45.932,-37.416,-68
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,39.411,60.589,58.928,41.072,86.88,384,1.000,bicubic,-45.661,-38.324,-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
xcit_medium_24_p16_224.fb_dist_in1k,39.272,60.728,59.463,40.537,84.40,224,1.000,bicubic,-45.014,-37.469,+26
convformer_m36.sail_in1k,39.236,60.764,57.629,42.371,57.05,224,1.000,bicubic,-45.258,-39.237,-1
coat_lite_medium_384.in1k,39.175,60.825,59.280,40.720,44.57,384,1.000,bicubic,-45.703,-38.092,-29
efficientnet_b4.ra2_in1k,39.091,60.909,59.618,40.382,19.34,384,1.000,bicubic,-44.323,-36.980,+105
hrnet_w18_ssld.paddle_in1k,39.067,60.933,60.650,39.350,21.30,288,1.000,bilinear,-42.979,-35.600,+255
tresnet_v2_l.miil_in21k_ft_in1k,39.016,60.984,59.480,40.520,46.17,224,0.875,bilinear,-44.884,-37.014,+55
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,-90
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,38.975,61.025,62.434,37.566,236.34,384,1.000,bicubic,-44.859,-34.692,+60
convformer_b36.sail_in1k_384,38.930,61.070,58.413,41.587,99.88,384,1.000,bicubic,-46.812,-39.111,-102
convnext_tiny.in12k_ft_in1k,38.912,61.088,59.862,40.138,28.59,288,1.000,bicubic,-45.538,-37.478,-4
maxvit_small_tf_224.in1k,38.871,61.129,59.160,40.840,68.93,224,0.950,bicubic,-45.555,-37.664,+4
coatnet_rmlp_2_rw_224.sw_in1k,38.869,61.131,58.018,41.982,73.88,224,0.950,bicubic,-45.737,-38.722,-22
vit_base_patch32_384.augreg_in21k_ft_in1k,38.796,61.204,60.327,39.673,88.30,384,1.000,bicubic,-44.554,-36.511,+105
tf_efficientnetv2_m.in1k,38.714,61.286,59.793,40.207,54.14,480,1.000,bicubic,-46.490,-37.571,-67
eca_nfnet_l2.ra3_in1k,38.655,61.345,59.443,40.557,56.72,384,1.000,bicubic,-46.047,-37.739,-30
davit_small.msft_in1k,38.631,61.369,58.203,41.797,49.75,224,0.950,bicubic,-45.621,-38.737,+14
mvitv2_small.fb_in1k,38.578,61.422,58.130,41.870,34.87,224,0.900,bicubic,-45.192,-38.446,+59
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,-59
convformer_m36.sail_in1k_384,38.531,61.469,57.736,42.264,57.05,384,1.000,bicubic,-47.049,-39.806,-103
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,-62
davit_base.msft_in1k,38.490,61.510,57.535,42.465,87.95,224,0.950,bicubic,-46.152,-39.485,-33
mvitv2_base.fb_in1k,38.458,61.542,57.934,42.066,51.47,224,0.900,bicubic,-45.992,-38.924,-15
rexnetr_300.sw_in12k_ft_in1k,38.431,61.569,60.610,39.390,34.81,288,1.000,bicubic,-46.113,-36.646,-28
convformer_s36.sail_in1k,38.405,61.595,57.710,42.290,40.01,224,1.000,bicubic,-45.655,-39.036,+23
xcit_small_12_p8_224.fb_dist_in1k,38.360,61.640,58.824,41.176,26.21,224,1.000,bicubic,-45.876,-38.048,+8
tf_efficientnet_b5.ra_in1k,38.331,61.669,59.928,40.072,30.39,456,0.934,bicubic,-45.480,-36.826,+45
deit_base_distilled_patch16_384.fb_in1k,38.246,61.754,57.783,42.217,87.63,384,1.000,bicubic,-47.180,-39.547,-102
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,-6
vit_base_patch16_384.orig_in21k_ft_in1k,38.105,61.895,60.418,39.582,86.86,384,1.000,bicubic,-46.096,-36.802,+7
resnetv2_152x2_bit.goog_in21k_ft_in1k,38.000,62.000,61.137,38.863,236.34,448,1.000,bilinear,-46.510,-35.855,-32
pvt_v2_b4.in1k,37.949,62.051,58.217,41.783,62.56,224,0.900,bicubic,-45.761,-38.457,+54
coat_lite_medium.in1k,37.880,62.120,57.796,42.204,44.57,224,0.900,bicubic,-45.719,-38.932,+63
cait_s24_384.fb_dist_in1k,37.879,62.121,58.069,41.931,47.06,384,1.000,bicubic,-47.169,-39.277,-71
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,+82
resnet152d.ra2_in1k,37.851,62.149,58.362,41.638,60.21,320,1.000,bicubic,-45.833,-38.378,+55
convformer_s36.sail_in1k_384,37.812,62.188,57.488,42.512,40.01,384,1.000,bicubic,-47.566,-39.988,-104
resnetrs420.tf_in1k,37.745,62.255,58.207,41.793,191.89,416,1.000,bicubic,-47.261,-38.917,-72
deit3_medium_patch16_224.fb_in1k,37.709,62.291,57.085,42.915,38.85,224,0.900,bicubic,-45.377,-39.211,+104
xcit_small_24_p16_224.fb_dist_in1k,37.702,62.298,57.372,42.628,47.67,224,1.000,bicubic,-46.172,-39.364,+24
resnetrs350.tf_in1k,37.666,62.334,58.097,41.903,163.96,384,1.000,bicubic,-47.048,-38.895,-57
caformer_s18.sail_in1k_384,37.664,62.336,57.612,42.388,26.34,384,1.000,bicubic,-47.362,-39.746,-77
regnety_640.seer_ft_in1k,37.584,62.416,59.868,40.132,281.38,384,1.000,bicubic,-46.324,-37.054,+17
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,-59
pvt_v2_b5.in1k,37.544,62.456,57.303,42.697,81.96,224,0.900,bicubic,-46.198,-39.331,+37
resnet200d.ra2_in1k,37.503,62.497,58.301,41.699,64.69,320,1.000,bicubic,-46.461,-38.523,+10
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,-11
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,37.344,62.656,59.402,40.598,236.34,224,0.875,bicubic,-45.532,-37.180,+112
regnety_1280.seer_ft_in1k,37.330,62.670,59.133,40.867,644.81,384,1.000,bicubic,-47.102,-37.959,-36
resnest269e.in1k,37.311,62.689,57.490,42.510,110.93,416,0.928,bicubic,-47.199,-39.944,-50
convnext_base.fb_in1k,37.307,62.693,57.319,42.681,88.59,288,1.000,bicubic,-47.121,-39.649,-37
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,-30
vit_small_r26_s32_224.augreg_in21k_ft_in1k,37.230,62.770,59.072,40.928,36.43,224,0.900,bicubic,-44.634,-36.950,+224
pit_b_distilled_224.in1k,37.197,62.803,56.507,43.493,74.79,224,0.900,bicubic,-46.569,-39.959,+24
cait_s24_224.fb_dist_in1k,37.153,62.847,56.724,43.276,46.92,224,1.000,bicubic,-46.289,-39.850,+52
dm_nfnet_f2.dm_in1k,37.128,62.872,56.983,43.017,193.78,352,0.920,bicubic,-48.066,-40.363,-106
resnetaa101d.sw_in12k_ft_in1k,37.116,62.884,57.851,42.149,44.57,288,1.000,bicubic,-47.008,-39.255,-14
efficientformer_l7.snap_dist_in1k,37.112,62.888,56.900,43.100,82.23,224,0.950,bicubic,-46.270,-39.636,+58
pvt_v2_b3.in1k,37.110,62.890,57.340,42.660,45.24,224,0.900,bicubic,-46.010,-39.214,+81
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,+327
volo_d1_384.sail_in1k,37.069,62.931,57.138,42.862,26.78,384,1.000,bicubic,-48.175,-40.056,-119
tf_efficientnet_b3.ap_in1k,37.053,62.947,57.236,42.764,12.23,300,0.904,bicubic,-44.773,-38.390,+216
efficientnetv2_rw_s.ra2_in1k,37.053,62.947,56.816,43.184,23.94,384,1.000,bicubic,-46.755,-39.916,+11
maxvit_tiny_tf_224.in1k,37.020,62.980,56.904,43.096,30.92,224,0.950,bicubic,-46.382,-39.686,+47
swinv2_base_window16_256.ms_in1k,36.990,63.010,56.140,43.860,87.92,256,0.900,bicubic,-47.610,-40.950,-73
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,+57
regnetz_040_h.ra3_in1k,36.973,63.027,57.276,42.724,28.94,320,1.000,bicubic,-47.519,-39.482,-64
volo_d1_224.sail_in1k,36.884,63.116,56.633,43.367,26.63,224,0.960,bicubic,-47.278,-40.143,-27
seresnet152d.ra2_in1k,36.784,63.216,56.727,43.273,66.84,320,1.000,bicubic,-47.576,-40.313,-45
efficientformerv2_l.snap_dist_in1k,36.762,63.238,56.635,43.365,26.32,224,0.950,bicubic,-46.870,-39.925,+24
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,-81
seresnext101d_32x8d.ah_in1k,36.633,63.367,56.325,43.675,93.59,288,1.000,bicubic,-47.725,-40.596,-47
volo_d2_224.sail_in1k,36.627,63.373,56.466,43.534,58.68,224,0.960,bicubic,-48.575,-40.724,-124
caformer_s18.sail_in1k,36.576,63.424,55.827,44.173,26.34,224,1.000,bicubic,-47.080,-40.689,+19
xception65p.ra3_in1k,36.564,63.436,56.435,43.565,39.82,299,0.940,bicubic,-46.572,-39.673,+60
seresnextaa101d_32x8d.ah_in1k,36.532,63.468,56.409,43.591,93.59,288,1.000,bicubic,-48.034,-40.667,-83
focalnet_base_srf.ms_in1k,36.460,63.540,56.217,43.783,88.15,224,0.900,bicubic,-47.358,-40.465,-6
regnetz_d32.ra3_in1k,36.448,63.552,57.368,42.632,27.58,320,0.950,bicubic,-47.574,-39.500,-25
cait_xs24_384.fb_dist_in1k,36.416,63.584,56.944,43.056,26.67,384,1.000,bicubic,-47.645,-39.941,-32
efficientnet_b3.ra2_in1k,36.409,63.591,56.836,43.164,12.23,320,1.000,bicubic,-45.833,-39.282,+158
deit_base_distilled_patch16_224.fb_in1k,36.407,63.593,56.613,43.387,87.34,224,0.900,bicubic,-46.979,-39.875,+33
volo_d2_384.sail_in1k,36.407,63.593,56.323,43.677,58.87,384,1.000,bicubic,-49.635,-41.251,-194
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,-71
gcvit_base.in1k,36.381,63.619,55.880,44.120,90.32,224,0.875,bicubic,-48.065,-41.328,-74
dm_nfnet_f1.dm_in1k,36.326,63.674,55.747,44.253,132.63,320,0.910,bicubic,-48.376,-41.519,-98
resnetrs270.tf_in1k,36.308,63.692,56.564,43.436,129.86,352,1.000,bicubic,-48.120,-40.404,-71
tresnet_m.miil_in21k_ft_in1k,36.281,63.719,55.784,44.216,31.39,224,0.875,bilinear,-46.793,-40.330,+58
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,+144
convnext_small.fb_in1k,36.248,63.752,55.912,44.088,50.22,288,1.000,bicubic,-47.453,-40.896,-1
convformer_s18.sail_in1k_384,36.204,63.796,56.059,43.941,26.77,384,1.000,bicubic,-48.198,-41.053,-69
deit3_small_patch16_384.fb_in1k,36.191,63.809,55.558,44.442,22.21,384,1.000,bicubic,-47.240,-41.116,+17
tf_efficientnet_b2.ns_jft_in1k,36.167,63.833,57.559,42.441,9.11,260,0.890,bicubic,-46.211,-38.695,+126
mvitv2_tiny.fb_in1k,36.167,63.833,55.132,44.868,24.17,224,0.900,bicubic,-46.243,-41.020,+122
focalnet_base_lrf.ms_in1k,36.118,63.882,55.810,44.190,88.75,224,0.900,bicubic,-47.720,-40.798,-26
regnety_320.seer_ft_in1k,36.067,63.933,58.480,41.520,145.05,384,1.000,bicubic,-47.267,-38.226,+26
regnetz_040.ra3_in1k,36.053,63.947,55.735,44.265,27.12,320,1.000,bicubic,-48.187,-41.197,-63
resnest200e.in1k,35.929,64.071,55.853,44.147,70.20,320,0.909,bicubic,-47.917,-41.031,-31
resnet18.fb_swsl_ig1b_ft_in1k,35.866,64.134,58.461,41.539,11.69,224,0.875,bilinear,-37.416,-33.271,+615
sequencer2d_l.in1k,35.831,64.169,55.715,44.285,54.30,224,0.875,bicubic,-47.563,-40.781,+14
eca_nfnet_l1.ra2_in1k,35.815,64.185,55.955,44.045,41.41,320,1.000,bicubic,-48.195,-41.071,-45
gcvit_small.in1k,35.760,64.240,54.794,45.206,51.09,224,0.875,bicubic,-48.132,-41.864,-38
vit_base_patch16_224.orig_in21k_ft_in1k,35.758,64.242,57.401,42.599,86.57,224,0.900,bicubic,-46.028,-38.723,+181
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,+96
xcit_small_24_p8_224.fb_in1k,35.554,64.446,54.780,45.220,47.63,224,1.000,bicubic,-48.280,-41.852,-34
xcit_large_24_p16_224.fb_in1k,35.528,64.472,54.743,45.257,189.10,224,1.000,bicubic,-47.372,-41.143,+53
coat_small.in1k,35.520,64.480,55.157,44.843,21.69,224,0.900,bicubic,-46.842,-41.051,+114
xcit_small_12_p8_224.fb_in1k,35.519,64.481,55.507,44.493,26.21,224,1.000,bicubic,-47.813,-40.977,+15
flexivit_base.1200ep_in1k,35.517,64.484,53.843,46.157,86.59,240,0.950,bicubic,-49.161,-43.153,-120
vit_small_patch16_384.augreg_in21k_ft_in1k,35.467,64.533,57.535,42.465,22.20,384,1.000,bicubic,-48.335,-39.563,-35
regnetz_d8_evos.ch_in1k,35.458,64.542,55.749,44.251,23.46,320,1.000,bicubic,-48.668,-41.263,-68
xcit_medium_24_p8_224.fb_in1k,35.452,64.548,54.823,45.177,84.32,224,1.000,bicubic,-48.296,-41.577,-31
swinv2_base_window8_256.ms_in1k,35.450,64.550,54.607,45.393,87.92,256,0.900,bicubic,-48.800,-42.317,-80
swinv2_small_window16_256.ms_in1k,35.428,64.572,54.623,45.377,49.73,256,0.900,bicubic,-48.796,-42.155,-78
dm_nfnet_f0.dm_in1k,35.407,64.594,55.527,44.473,71.49,256,0.900,bicubic,-48.080,-41.041,-10
resnest101e.in1k,35.377,64.623,55.784,44.216,48.28,256,0.875,bilinear,-47.507,-40.538,+44
resnet152.a1h_in1k,35.357,64.643,54.627,45.373,60.19,288,1.000,bicubic,-48.093,-41.911,-10
tf_efficientnet_b5.aa_in1k,35.320,64.680,56.036,43.964,30.39,456,0.934,bicubic,-48.368,-40.676,-27
convit_base.fb_in1k,35.302,64.698,54.939,45.061,86.54,224,0.875,bicubic,-46.988,-40.997,+115
focalnet_small_lrf.ms_in1k,35.275,64.725,54.888,45.112,50.34,224,0.900,bicubic,-48.219,-41.692,-16
efficientformer_l3.snap_dist_in1k,35.245,64.755,54.507,45.493,31.41,224,0.950,bicubic,-47.305,-41.741,+83
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,+80
edgenext_base.usi_in1k,35.216,64.784,55.126,44.874,18.51,320,1.000,bicubic,-48.742,-41.644,-65
convformer_s18.sail_in1k,35.208,64.792,54.629,45.371,26.77,224,1.000,bicubic,-47.778,-41.621,+30
flexivit_base.600ep_in1k,35.137,64.863,53.650,46.350,86.59,240,0.950,bicubic,-49.385,-43.286,-126
twins_svt_large.in1k,35.082,64.918,54.717,45.283,99.27,224,0.900,bicubic,-48.596,-41.873,-33
repvgg_b3.rvgg_in1k,35.055,64.945,54.554,45.446,123.09,224,0.875,bilinear,-45.451,-40.700,+277
repvgg_b3g4.rvgg_in1k,35.049,64.951,54.788,45.212,83.83,224,0.875,bilinear,-45.167,-40.304,+307
convnextv2_tiny.fcmae_ft_in1k,35.045,64.955,54.224,45.776,28.64,288,1.000,bicubic,-48.419,-42.494,-23
regnetz_d8.ra3_in1k,35.011,64.989,55.935,44.065,23.37,320,1.000,bicubic,-49.043,-41.060,-78
xcit_tiny_24_p8_384.fb_dist_in1k,34.915,65.085,55.148,44.852,12.11,384,1.000,bicubic,-48.831,-41.562,-49
resnet101d.ra2_in1k,34.876,65.124,54.210,45.790,44.57,320,1.000,bicubic,-48.140,-42.242,+19
rexnetr_200.sw_in12k_ft_in1k,34.864,65.136,55.853,44.147,16.52,288,1.000,bicubic,-48.272,-40.783,+2
coatnet_1_rw_224.sw_in1k,34.854,65.146,53.442,46.558,41.72,224,0.950,bicubic,-48.742,-42.940,-36
coatnet_rmlp_1_rw_224.sw_in1k,34.805,65.195,53.957,46.043,41.69,224,0.950,bicubic,-48.557,-42.493,-16
swin_s3_base_224.ms_in1k,34.803,65.197,53.703,46.297,71.13,224,0.900,bicubic,-49.117,-42.969,-76
flexivit_base.300ep_in1k,34.797,65.203,53.165,46.835,86.59,240,0.950,bicubic,-49.609,-43.721,-116
seresnext101_32x8d.ah_in1k,34.789,65.211,53.452,46.548,93.57,288,1.000,bicubic,-49.397,-43.422,-98
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,-40
maxvit_tiny_rw_224.sw_in1k,34.780,65.220,53.351,46.649,29.06,224,0.950,bicubic,-48.724,-43.153,-38
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,+30
vit_base_patch16_rpn_224.sw_in1k,34.717,65.283,54.658,45.342,86.54,224,0.900,bicubic,-47.489,-41.340,+103
sequencer2d_m.in1k,34.703,65.297,53.996,46.004,38.31,224,0.875,bicubic,-48.109,-42.278,+22
deit3_small_patch16_224.fb_in1k,34.689,65.311,53.167,46.833,22.06,224,0.900,bicubic,-46.681,-42.289,+180
vit_large_patch32_384.orig_in21k_ft_in1k,34.673,65.326,55.731,44.269,306.63,384,1.000,bicubic,-46.837,-40.359,+162
davit_tiny.msft_in1k,34.673,65.326,54.342,45.658,28.36,224,0.950,bicubic,-48.023,-41.932,+34
focalnet_small_srf.ms_in1k,34.670,65.330,54.420,45.580,49.89,224,0.900,bicubic,-48.746,-42.018,-37
ecaresnet101d.miil_in1k,34.644,65.356,54.499,45.501,44.57,288,0.950,bicubic,-48.340,-42.043,+7
resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,34.615,65.385,55.937,44.063,194.03,224,0.875,bilinear,-47.227,-40.155,+130
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,+59
repvgg_b2g4.rvgg_in1k,34.593,65.407,54.768,45.232,61.76,224,0.875,bilinear,-44.789,-39.908,+338
gcvit_tiny.in1k,34.554,65.446,53.249,46.751,28.22,224,0.875,bicubic,-48.830,-43.149,-36
resnetrs200.tf_in1k,34.502,65.498,54.281,45.719,93.21,320,1.000,bicubic,-49.942,-42.801,-141
poolformerv2_m48.sail_in1k,34.485,65.515,54.027,45.973,73.35,224,1.000,bicubic,-48.135,-42.045,+34
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,+191
resnetrs152.tf_in1k,34.351,65.649,53.564,46.436,86.62,320,1.000,bicubic,-49.351,-43.048,-69
pvt_v2_b2_li.in1k,34.318,65.682,54.104,45.896,22.55,224,0.900,bicubic,-47.876,-41.988,+90
crossvit_18_dagger_408.in1k,34.245,65.755,53.106,46.894,44.61,408,1.000,bicubic,-49.953,-43.710,-120
xcit_medium_24_p16_224.fb_in1k,34.241,65.759,53.157,46.843,84.40,224,1.000,bicubic,-48.399,-42.827,+24
efficientnetv2_rw_t.ra2_in1k,34.163,65.837,53.127,46.873,13.65,288,1.000,bicubic,-48.187,-43.065,+64
pit_s_distilled_224.in1k,34.159,65.841,53.363,46.637,24.04,224,0.900,bicubic,-47.649,-42.365,+120
tf_efficientnet_b1.ns_jft_in1k,34.157,65.843,55.505,44.495,7.79,240,0.882,bicubic,-47.237,-40.231,+158
twins_pcpvt_large.in1k,34.117,65.883,54.133,45.867,60.99,224,0.900,bicubic,-49.013,-42.469,-26
tf_efficientnet_b4.aa_in1k,34.060,65.940,54.212,45.788,19.34,380,0.922,bicubic,-48.958,-42.088,-16
efficientformerv2_s2.snap_dist_in1k,34.060,65.940,53.467,46.533,12.71,224,0.950,bicubic,-48.106,-42.443,+86
resnetv2_101.a1h_in1k,34.051,65.949,52.316,47.684,44.54,288,1.000,bicubic,-48.951,-44.138,-15
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,+128
tf_efficientnet_b6.aa_in1k,34.005,65.995,54.540,45.460,43.04,528,0.942,bicubic,-50.111,-42.340,-124
xcit_small_24_p16_224.fb_in1k,34.005,65.995,53.281,46.719,47.67,224,1.000,bicubic,-48.575,-42.731,+28
nfnet_l0.ra2_in1k,33.998,66.002,54.373,45.627,35.07,288,1.000,bicubic,-48.754,-42.143,+1
efficientnet_b3_pruned.in1k,33.994,66.006,54.110,45.890,9.86,300,0.904,bicubic,-46.858,-41.134,+205
regnety_160.deit_in1k,33.982,66.018,53.554,46.446,83.59,288,1.000,bicubic,-49.708,-43.228,-83
resnext101_64x4d.tv_in1k,33.966,66.034,52.530,47.470,83.46,224,0.875,bilinear,-49.026,-43.714,-21
gc_efficientnetv2_rw_t.agc_in1k,33.960,66.040,53.230,46.770,13.68,288,1.000,bicubic,-48.492,-43.062,+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,-73
resnext101_64x4d.c1_in1k,33.842,66.158,52.161,47.839,83.46,288,1.000,bicubic,-49.314,-44.213,-43
poolformerv2_s36.sail_in1k,33.827,66.173,53.685,46.315,30.79,224,1.000,bicubic,-47.741,-42.005,+121
resnet101.a1h_in1k,33.777,66.223,53.102,46.898,44.55,288,1.000,bicubic,-49.001,-43.208,-10
xcit_small_12_p16_224.fb_in1k,33.756,66.244,53.228,46.772,26.25,224,1.000,bicubic,-48.214,-42.560,+89
swin_s3_small_224.ms_in1k,33.697,66.303,52.365,47.635,49.74,224,0.900,bicubic,-50.059,-44.087,-101
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,-127
swinv2_small_window8_256.ms_in1k,33.634,66.366,52.827,47.173,49.73,256,0.900,bicubic,-50.220,-43.817,-117
resnet152.tv2_in1k,33.620,66.380,51.656,48.344,60.19,224,0.965,bilinear,-48.668,-44.348,+51
resnet51q.ra2_in1k,33.557,66.443,53.027,46.973,35.70,288,1.000,bilinear,-48.803,-43.155,+38
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,+15
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,+25
cs3edgenet_x.c2_in1k,33.457,66.543,52.925,47.075,47.82,288,1.000,bicubic,-49.251,-43.445,-12
regnety_080.ra3_in1k,33.453,66.547,52.939,47.061,39.18,288,1.000,bicubic,-50.473,-43.951,-130
convmixer_1536_20.in1k,33.432,66.568,53.029,46.971,51.63,224,0.960,bicubic,-47.930,-42.585,+135
sequencer2d_s.in1k,33.430,66.570,52.383,47.617,27.65,224,0.875,bicubic,-48.910,-43.647,+36
regnety_032.ra_in1k,33.416,66.584,52.768,47.232,19.44,288,1.000,bicubic,-49.312,-43.648,-18
crossvit_18_240.in1k,33.386,66.614,52.247,47.753,43.27,240,0.875,bicubic,-49.010,-43.813,+24
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,+46
gernet_l.idstcv_in1k,33.371,66.629,51.911,48.089,31.08,256,0.875,bilinear,-47.983,-43.619,+132
tf_efficientnetv2_b3.in21k_ft_in1k,33.355,66.645,54.922,45.078,14.36,300,0.900,bicubic,-49.315,-41.705,-16
regnetz_c16.ra3_in1k,33.335,66.665,54.243,45.757,13.46,320,1.000,bicubic,-49.299,-42.079,-13
crossvit_15_dagger_408.in1k,33.335,66.665,52.202,47.798,28.50,408,1.000,bicubic,-50.507,-44.576,-129
crossvit_18_dagger_240.in1k,33.282,66.718,52.196,47.804,44.27,240,0.875,bicubic,-49.234,-43.870,+8
wide_resnet101_2.tv2_in1k,33.261,66.739,51.426,48.574,126.89,224,0.965,bilinear,-49.237,-44.592,+8
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,+162
tresnet_xl.miil_in1k,33.255,66.745,52.298,47.702,78.44,224,0.875,bilinear,-48.819,-43.628,+57
nest_base_jx.goog_in1k,33.215,66.785,51.825,48.175,67.72,224,0.875,bicubic,-50.319,-44.549,-102
convnext_tiny.fb_in1k,33.168,66.832,52.677,47.323,28.59,288,1.000,bicubic,-49.530,-43.955,-26
resnest50d_1s4x24d.in1k,33.145,66.855,52.840,47.160,25.68,224,0.875,bicubic,-47.843,-42.485,+155
convnext_nano.in12k_ft_in1k,33.119,66.881,53.988,46.012,15.59,288,1.000,bicubic,-49.743,-42.568,-44
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,+25
resnet61q.ra2_in1k,33.090,66.910,51.746,48.254,36.85,288,1.000,bicubic,-49.434,-44.384,-3
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,-60
nest_small_jx.goog_in1k,33.052,66.948,51.064,48.936,38.35,224,0.875,bicubic,-50.072,-45.256,-71
rexnet_300.nav_in1k,33.048,66.952,52.369,47.631,34.71,224,0.875,bicubic,-49.726,-43.867,-41
crossvit_base_240.in1k,33.033,66.967,51.390,48.610,105.03,240,0.875,bicubic,-49.183,-44.534,+32
poolformerv2_m36.sail_in1k,33.031,66.969,51.858,48.142,56.08,224,1.000,bicubic,-49.185,-43.974,+30
twins_pcpvt_base.in1k,33.023,66.977,52.506,47.494,43.83,224,0.900,bicubic,-49.687,-43.840,-39
pvt_v2_b2.in1k,33.013,66.987,52.003,47.997,25.36,224,0.900,bicubic,-49.073,-43.953,+43
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,+198
rexnet_200.nav_in1k,32.966,67.034,52.923,47.077,16.37,224,0.875,bicubic,-48.670,-42.741,+76
resnest50d.in1k,32.966,67.034,52.705,47.295,27.48,224,0.875,bilinear,-47.998,-42.679,+147
crossvit_15_dagger_240.in1k,32.927,67.073,51.807,48.193,28.21,240,0.875,bicubic,-49.403,-44.153,+10
convit_small.fb_in1k,32.923,67.077,52.115,47.885,27.78,224,0.875,bicubic,-48.497,-43.629,+98
tf_efficientnetv2_s.in1k,32.913,67.087,51.738,48.262,21.46,384,1.000,bicubic,-50.987,-44.960,-159
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,-215
vit_small_patch16_224.augreg_in21k_ft_in1k,32.883,67.117,53.921,46.079,22.05,224,0.900,bicubic,-48.501,-42.215,+99
convnext_tiny_hnf.a2h_in1k,32.881,67.119,51.194,48.806,28.59,288,1.000,bicubic,-49.703,-44.814,-28
tf_efficientnet_b3.aa_in1k,32.862,67.138,52.962,47.038,12.23,300,0.904,bicubic,-48.782,-42.760,+67
pnasnet5large.tf_in1k,32.862,67.138,50.516,49.484,86.06,331,0.911,bicubic,-49.920,-45.524,-57
twins_svt_base.in1k,32.832,67.168,51.565,48.435,56.07,224,0.900,bicubic,-50.290,-44.851,-87
regnetv_064.ra3_in1k,32.828,67.172,52.862,47.138,30.58,288,1.000,bicubic,-50.888,-43.882,-142
convnextv2_nano.fcmae_ft_in1k,32.815,67.185,52.656,47.344,15.62,288,1.000,bicubic,-49.671,-43.570,-19
nasnetalarge.tf_in1k,32.781,67.219,50.141,49.859,88.75,331,0.911,bicubic,-49.845,-45.901,-43
gernet_m.idstcv_in1k,32.760,67.240,51.897,48.103,21.14,224,0.875,bilinear,-47.974,-43.289,+155
inception_resnet_v2.tf_in1k,32.736,67.264,50.642,49.358,55.84,299,0.897,bicubic,-47.726,-44.666,+179
resnet152d.gluon_in1k,32.726,67.274,51.080,48.920,60.21,224,0.875,bicubic,-47.750,-44.122,+176
pit_b_224.in1k,32.724,67.276,49.852,50.148,73.76,224,0.900,bicubic,-49.714,-45.864,-20
tf_efficientnet_b2.ap_in1k,32.685,67.315,52.237,47.763,9.11,260,0.890,bicubic,-47.623,-42.791,+189
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,-140
fbnetv3_g.ra2_in1k,32.624,67.376,52.888,47.112,16.62,288,0.950,bilinear,-49.412,-43.170,+26
regnety_320.tv2_in1k,32.616,67.384,50.298,49.702,145.05,224,0.965,bicubic,-50.546,-46.118,-105
tresnet_l.miil_in1k,32.565,67.435,51.139,48.861,55.99,224,0.875,bilinear,-48.915,-44.485,+72
cait_xxs36_384.fb_dist_in1k,32.553,67.447,52.221,47.779,17.37,384,1.000,bicubic,-49.651,-43.923,+6
resnext101_32x8d.tv2_in1k,32.549,67.451,50.164,49.836,88.79,224,0.965,bilinear,-50.283,-46.068,-78
regnetz_c16_evos.ch_in1k,32.539,67.461,52.919,47.081,13.49,320,0.950,bicubic,-50.093,-43.555,-56
gmlp_s16_224.ra3_in1k,32.420,67.580,51.817,48.183,19.42,224,0.875,bicubic,-47.224,-42.805,+229
inception_resnet_v2.tf_ens_adv_in1k,32.365,67.635,50.429,49.571,55.84,299,0.897,bicubic,-47.613,-44.517,+200
deit_base_patch16_224.fb_in1k,32.357,67.643,50.986,49.014,86.57,224,0.900,bicubic,-49.635,-44.751,+22
maxvit_nano_rw_256.sw_in1k,32.355,67.645,50.622,49.378,15.45,256,0.950,bicubic,-50.573,-45.598,-88
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,-118
resnet152s.gluon_in1k,32.331,67.669,50.539,49.461,60.32,224,0.875,bicubic,-48.671,-44.871,+111
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,+27
deit_small_distilled_patch16_224.fb_in1k,32.274,67.726,52.113,47.887,22.44,224,0.900,bicubic,-48.944,-43.271,+86
poolformerv2_s24.sail_in1k,32.268,67.732,51.492,48.508,21.34,224,1.000,bicubic,-48.480,-43.818,+134
seresnext101_64x4d.gluon_in1k,32.192,67.808,50.313,49.687,88.23,224,0.875,bicubic,-48.704,-44.983,+119
regnetx_320.tv2_in1k,32.174,67.826,49.349,50.651,107.81,224,0.965,bicubic,-50.636,-46.859,-87
seresnext101_32x4d.gluon_in1k,32.121,67.879,51.243,48.757,48.96,224,0.875,bicubic,-48.771,-44.053,+118
coat_lite_small.in1k,32.115,67.885,49.928,50.072,19.84,224,0.900,bicubic,-50.199,-45.920,-24
flexivit_small.1200ep_in1k,32.091,67.909,50.327,49.673,22.06,240,0.950,bicubic,-50.429,-45.797,-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,+16
maxxvitv2_nano_rw_256.sw_in1k,32.068,67.932,50.345,49.655,23.70,256,0.950,bicubic,-51.042,-45.979,-116
focalnet_tiny_lrf.ms_in1k,32.052,67.948,51.451,48.549,28.65,224,0.900,bicubic,-50.102,-44.497,-7
gcvit_xtiny.in1k,32.044,67.956,50.991,49.009,19.98,224,0.875,bicubic,-49.910,-44.977,+12
deit_base_patch16_384.fb_in1k,31.989,68.011,50.553,49.447,86.86,384,1.000,bicubic,-51.117,-45.815,-118
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,-106
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,+76
coatnet_bn_0_rw_224.sw_in1k,31.907,68.093,51.017,48.983,27.44,224,0.950,bicubic,-50.493,-45.169,-48
tf_efficientnet_b7.aa_in1k,31.877,68.123,51.905,48.095,66.35,600,0.949,bicubic,-52.537,-45.001,-245
levit_384.fb_dist_in1k,31.875,68.125,50.594,49.406,39.13,224,0.900,bicubic,-50.721,-45.424,-74
levit_conv_384.fb_dist_in1k,31.873,68.127,50.593,49.407,39.13,224,0.900,bicubic,-50.717,-45.656,-73
resnetrs101.tf_in1k,31.858,68.142,51.023,48.977,63.62,288,0.940,bicubic,-50.426,-44.991,-32
cs3se_edgenet_x.c2ns_in1k,31.806,68.194,50.767,49.233,50.72,320,1.000,bicubic,-51.736,-45.905,-169
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,+43
convnext_tiny.fb_in22k_ft_in1k,31.667,68.333,51.785,48.215,28.59,288,1.000,bicubic,-47.231,-42.889,+253
poolformer_m48.sail_in1k,31.665,68.335,49.800,50.200,73.47,224,0.950,bicubic,-50.817,-46.165,-61
flexivit_small.600ep_in1k,31.643,68.357,49.384,50.616,22.06,240,0.950,bicubic,-50.719,-46.698,-51
tnt_s_patch16_224,31.634,68.366,51.153,48.847,23.76,224,0.900,bicubic,-49.902,-44.584,+29
eca_nfnet_l0.ra2_in1k,31.616,68.384,51.593,48.407,24.14,288,1.000,bicubic,-50.962,-44.901,-76
focalnet_tiny_srf.ms_in1k,31.604,68.396,50.864,49.136,28.43,224,0.900,bicubic,-50.530,-45.104,-22
resnetv2_50x1_bit.goog_distilled_in1k,31.581,68.419,51.268,48.732,25.55,224,0.875,bicubic,-51.239,-45.246,-113
coatnet_rmlp_nano_rw_224.sw_in1k,31.551,68.449,50.180,49.820,15.15,224,0.900,bicubic,-50.499,-45.700,-17
mobilevitv2_200.cvnets_in22k_ft_in1k,31.521,68.478,51.777,48.223,18.45,256,0.888,bicubic,-50.810,-44.165,-51
wide_resnet50_2.racm_in1k,31.521,68.478,50.388,49.612,68.88,288,0.950,bicubic,-50.758,-45.676,-43
xception41p.ra3_in1k,31.508,68.492,50.380,49.620,26.91,299,0.940,bicubic,-50.464,-45.416,-13
regnety_064.ra3_in1k,31.463,68.537,50.516,49.484,30.58,288,1.000,bicubic,-52.257,-46.206,-197
poolformer_m36.sail_in1k,31.447,68.553,50.015,49.985,56.17,224,0.950,bicubic,-50.655,-45.863,-26
resnet152.a1_in1k,31.433,68.567,48.653,51.347,60.19,288,1.000,bicubic,-51.299,-47.067,-111
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,+83
flexivit_small.300ep_in1k,31.425,68.575,49.217,50.783,22.06,240,0.950,bicubic,-50.753,-46.819,-37
inception_v4.tf_in1k,31.384,68.616,49.237,50.763,42.68,299,0.875,bicubic,-48.772,-45.731,+153
rexnet_150.nav_in1k,31.376,68.624,51.284,48.716,9.73,224,0.875,bicubic,-48.948,-43.890,+135
pit_s_224.in1k,31.347,68.653,49.679,50.321,23.46,224,0.900,bicubic,-49.745,-45.891,+65
resnet101.tv2_in1k,31.347,68.653,49.679,50.321,44.55,224,0.965,bilinear,-50.543,-46.089,-13
efficientformer_l1.snap_dist_in1k,31.343,68.657,50.443,49.557,12.29,224,0.950,bicubic,-49.155,-44.545,+115
regnety_032.tv2_in1k,31.335,68.665,50.127,49.873,19.44,224,0.965,bicubic,-50.421,-45.713,-6
crossvit_15_240.in1k,31.325,68.675,50.176,49.824,27.53,240,0.875,bicubic,-50.209,-45.516,+11
swinv2_tiny_window16_256.ms_in1k,31.305,68.695,49.667,50.333,28.35,256,0.900,bicubic,-51.499,-46.569,-127
cait_xxs36_224.fb_dist_in1k,31.272,68.728,50.614,49.386,17.30,224,1.000,bicubic,-48.474,-44.260,+167
cspresnet50.ra_in1k,31.268,68.732,51.227,48.773,21.62,256,0.887,bilinear,-48.322,-43.485,+179
crossvit_small_240.in1k,31.262,68.738,50.192,49.808,26.86,240,0.875,bicubic,-49.754,-45.264,+61
vit_srelpos_small_patch16_224.sw_in1k,31.260,68.740,50.233,49.767,21.97,224,0.900,bicubic,-49.832,-45.099,+55
swinv2_cr_small_224.sw_in1k,31.254,68.746,48.745,51.255,49.70,224,0.900,bicubic,-51.882,-47.739,-162
coatnet_0_rw_224.sw_in1k,31.252,68.748,48.633,51.367,27.44,224,0.950,bicubic,-51.138,-47.203,-82
swin_s3_tiny_224.ms_in1k,31.248,68.752,49.728,50.272,28.33,224,0.900,bicubic,-50.896,-46.226,-48
cspresnext50.ra_in1k,31.227,68.773,50.871,49.129,20.57,256,0.887,bilinear,-49.329,-44.451,+98
regnetv_040.ra3_in1k,31.225,68.775,50.121,49.879,20.64,288,1.000,bicubic,-51.973,-46.537,-173
convmixer_768_32.in1k,31.219,68.781,50.928,49.072,21.11,224,0.960,bicubic,-48.949,-44.145,+133
coat_mini.in1k,31.195,68.805,49.761,50.239,10.34,224,0.900,bicubic,-50.075,-45.621,+27
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,-87
resnet101s.gluon_in1k,31.105,68.895,49.799,50.201,44.67,224,0.875,bicubic,-49.197,-45.351,+118
edgenext_small.usi_in1k,31.101,68.899,50.135,49.865,5.59,320,1.000,bicubic,-50.463,-45.577,-8
coatnet_nano_rw_224.sw_in1k,31.097,68.903,49.581,50.419,15.14,224,0.900,bicubic,-50.601,-46.066,-21
tf_efficientnet_cc_b0_8e.in1k,31.091,68.909,50.781,49.219,24.01,224,0.875,bicubic,-46.815,-42.879,+286
resmlp_36_224.fb_distilled_in1k,31.062,68.938,49.696,50.304,44.69,224,0.875,bicubic,-50.086,-45.782,+34
ecaresnet50t.ra2_in1k,31.050,68.950,50.573,49.427,25.57,320,0.950,bicubic,-51.302,-45.567,-88
resnet152c.gluon_in1k,31.017,68.984,48.932,51.068,60.21,224,0.875,bicubic,-48.893,-45.912,+134
cs3sedarknet_x.c2ns_in1k,31.013,68.987,50.131,49.869,35.40,288,1.000,bicubic,-51.645,-46.219,-132
cspdarknet53.ra_in1k,31.003,68.997,50.404,49.596,27.64,256,0.887,bilinear,-49.059,-44.676,+127
resnext101_64x4d.gluon_in1k,30.993,69.007,48.549,51.451,83.46,224,0.875,bicubic,-49.607,-46.443,+83
tresnet_m.miil_in1k,30.991,69.009,48.684,51.316,31.39,224,0.875,bilinear,-49.807,-46.172,+63
twins_svt_small.in1k,30.981,69.019,49.221,50.779,24.06,224,0.900,bicubic,-50.697,-46.439,-29
regnety_160.tv2_in1k,30.946,69.054,49.058,50.942,83.59,224,0.965,bicubic,-51.696,-47.158,-136
gcresnet50t.ra2_in1k,30.936,69.064,50.034,49.966,25.90,288,1.000,bicubic,-50.520,-45.684,-6
tf_efficientnet_cc_b1_8e.in1k,30.907,69.094,50.078,49.922,39.72,240,0.882,bicubic,-48.396,-44.296,+177
resmlp_24_224.fb_distilled_in1k,30.901,69.099,50.174,49.826,30.02,224,0.875,bicubic,-49.855,-45.050,+62
regnety_080_tv.tv2_in1k,30.893,69.107,48.724,51.276,39.38,224,0.965,bicubic,-51.697,-47.294,-130
resnext101_32x4d.gluon_in1k,30.891,69.109,48.539,51.461,44.18,224,0.875,bicubic,-49.449,-46.391,+97
tf_efficientnetv2_b3.in1k,30.855,69.145,49.814,50.186,14.36,300,0.904,bicubic,-51.115,-45.998,-55
tf_efficientnet_lite4.in1k,30.834,69.166,50.392,49.608,13.01,380,0.920,bilinear,-50.698,-45.272,-21
resnetaa50d.sw_in12k_ft_in1k,30.802,69.198,50.569,49.431,25.58,288,1.000,bicubic,-51.798,-45.929,-136
nf_resnet50.ra2_in1k,30.700,69.300,49.948,50.052,25.56,288,0.940,bicubic,-49.940,-45.384,+67
poolformer_s36.sail_in1k,30.692,69.308,49.447,50.553,30.86,224,0.900,bicubic,-50.738,-45.997,-13
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,+155
resnet50.a1h_in1k,30.635,69.365,49.421,50.579,25.56,224,1.000,bicubic,-50.041,-45.885,+60
dpn107.mx_in1k,30.625,69.374,48.739,51.261,86.92,224,0.875,bicubic,-49.543,-46.203,+106
tresnet_xl.miil_in1k_448,30.622,69.379,49.074,50.926,78.44,448,0.875,bilinear,-52.439,-47.101,-186
resnet152.gluon_in1k,30.614,69.386,48.513,51.487,60.19,224,0.875,bicubic,-49.080,-46.223,+132
resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,30.602,69.398,50.667,49.333,25.03,224,0.875,bilinear,-49.736,-44.731,+87
haloregnetz_b.ra3_in1k,30.592,69.408,48.993,51.007,11.68,224,0.940,bicubic,-50.456,-46.207,+20
pit_xs_distilled_224.in1k,30.543,69.457,50.184,49.816,11.00,224,0.900,bicubic,-48.637,-44.178,+171
regnetx_080.tv2_in1k,30.523,69.477,48.032,51.968,39.57,224,0.965,bicubic,-51.015,-47.510,-36
resnet101d.gluon_in1k,30.506,69.494,47.973,52.027,44.57,224,0.875,bicubic,-49.920,-47.051,+76
resnest26d.gluon_in1k,30.494,69.506,50.663,49.337,17.07,224,0.875,bilinear,-47.990,-43.631,+213
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,-228
efficientformerv2_s1.snap_dist_in1k,30.451,69.549,49.588,50.412,6.19,224,0.950,bicubic,-49.237,-45.466,+126
resnet50.ram_in1k,30.451,69.549,48.997,51.003,25.56,288,0.950,bicubic,-49.525,-46.055,+102
efficientnet_b2.ra_in1k,30.427,69.573,49.688,50.312,9.11,288,1.000,bicubic,-50.183,-45.625,+53
tf_efficientnet_b1.ap_in1k,30.421,69.579,49.549,50.451,7.79,240,0.882,bicubic,-48.859,-44.759,+154
cs3darknet_x.c2ns_in1k,30.409,69.591,49.197,50.803,35.05,288,1.000,bicubic,-51.813,-47.033,-104
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,+19
twins_pcpvt_small.in1k,30.392,69.608,49.388,50.612,24.11,224,0.900,bicubic,-50.704,-46.260,+4
ecaresnetlight.miil_in1k,30.382,69.618,49.146,50.854,30.16,288,0.950,bicubic,-51.026,-46.670,-30
resnet50d.ra2_in1k,30.376,69.624,48.792,51.208,25.58,288,0.950,bicubic,-50.980,-46.946,-24
ecaresnet101d_pruned.miil_in1k,30.360,69.640,48.810,51.190,24.88,288,0.950,bicubic,-51.638,-47.350,-85
visformer_small.in1k,30.337,69.663,48.285,51.715,40.22,224,0.900,bicubic,-51.765,-47.412,-96
tf_efficientnet_b5.in1k,30.295,69.705,49.761,50.239,30.39,456,0.934,bicubic,-52.881,-46.775,-221
resnet101.a1_in1k,30.293,69.707,46.580,53.420,44.55,288,1.000,bicubic,-52.029,-49.052,-124
regnety_040.ra3_in1k,30.270,69.730,48.926,51.074,20.65,288,1.000,bicubic,-52.774,-47.572,-207
regnetx_160.tv2_in1k,30.217,69.783,47.055,52.945,54.28,224,0.965,bicubic,-52.349,-49.117,-153
mobilevitv2_175.cvnets_in22k_ft_in1k,30.209,69.791,49.056,50.944,14.25,256,0.888,bicubic,-51.729,-46.734,-83
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,+124
resnet50.b1k_in1k,30.197,69.803,49.187,50.813,25.56,288,1.000,bicubic,-50.509,-46.245,+30
seresnext50_32x4d.racm_in1k,30.168,69.832,49.093,50.907,27.56,288,0.950,bicubic,-52.028,-47.055,-113
resnet50.b2k_in1k,30.152,69.848,48.244,51.756,25.56,288,1.000,bicubic,-50.302,-47.074,+52
regnety_016.tv2_in1k,30.138,69.862,49.223,50.777,11.20,224,0.965,bicubic,-50.530,-46.107,+31
wide_resnet50_2.tv2_in1k,30.119,69.882,48.360,51.640,68.88,224,0.965,bilinear,-51.487,-47.402,-66
dpn68b.ra_in1k,30.101,69.899,48.172,51.828,12.61,288,1.000,bicubic,-49.261,-46.267,+127
convmixer_1024_20_ks9_p14.in1k,30.093,69.907,49.934,50.066,24.38,224,0.960,bicubic,-46.843,-43.416,+277
efficientnet_el.ra_in1k,30.030,69.970,48.842,51.158,10.59,300,0.904,bicubic,-51.282,-46.694,-38
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,+177
halo2botnet50ts_256.a1h_in1k,29.995,70.005,48.376,51.624,22.64,256,0.950,bicubic,-52.067,-47.258,-109
legacy_senet154.in1k,29.991,70.009,48.038,51.962,115.09,224,0.875,bilinear,-51.317,-47.454,-41
dpn98.mx_in1k,29.981,70.019,48.146,51.854,61.57,224,0.875,bicubic,-49.689,-46.508,+100
mobilevitv2_150.cvnets_in22k_ft_in1k,29.971,70.029,49.217,50.783,10.59,256,0.888,bicubic,-51.517,-46.451,-63
resnetv2_50d_gn.ah_in1k,29.957,70.043,48.195,51.805,25.57,288,1.000,bicubic,-52.001,-47.733,-102
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,-111
convnextv2_pico.fcmae_ft_in1k,29.938,70.062,48.847,51.153,9.07,288,0.950,bicubic,-51.148,-46.633,-21
dpn131.mx_in1k,29.934,70.066,48.034,51.966,79.25,224,0.875,bicubic,-49.880,-46.666,+81
resnetv2_101x1_bit.goog_in21k_ft_in1k,29.896,70.104,51.111,48.889,44.54,448,1.000,bilinear,-52.446,-45.409,-152
senet154.gluon_in1k,29.885,70.115,47.879,52.121,115.09,224,0.875,bicubic,-51.341,-47.479,-45
tf_efficientnet_b4.in1k,29.863,70.137,49.013,50.987,19.34,380,0.922,bicubic,-52.745,-46.739,-191
legacy_xception.tf_in1k,29.855,70.145,48.684,51.316,22.86,299,0.897,bicubic,-49.185,-45.698,+136
resnet50.tv2_in1k,29.840,70.160,48.010,51.990,25.56,224,0.965,bilinear,-51.010,-47.424,-4
cs3sedarknet_l.c2ns_in1k,29.828,70.172,49.009,50.991,21.91,288,0.950,bicubic,-51.956,-46.949,-98
inception_v3.tf_adv_in1k,29.826,70.174,47.839,52.161,23.83,299,0.875,bicubic,-47.766,-45.891,+225
resnet152.a2_in1k,29.826,70.174,45.961,54.039,60.19,288,1.000,bicubic,-52.782,-50.167,-195
vit_base_patch16_384.augreg_in1k,29.798,70.202,48.333,51.667,86.86,384,1.000,bicubic,-51.304,-46.787,-36
resnetaa50.a1h_in1k,29.788,70.212,48.014,51.986,25.56,288,1.000,bicubic,-51.826,-47.788,-92
lamhalobotnet50ts_256.a1h_in1k,29.755,70.245,48.335,51.665,22.57,256,0.950,bicubic,-51.799,-47.155,-87
fbnetv3_d.ra2_in1k,29.743,70.257,49.461,50.539,10.31,256,0.950,bilinear,-49.939,-45.483,+80
ese_vovnet39b.ra_in1k,29.733,70.267,49.046,50.954,24.57,288,0.950,bicubic,-50.617,-46.320,+29
resmlp_36_224.fb_in1k,29.698,70.302,48.958,51.042,44.69,224,0.875,bicubic,-50.074,-45.926,+70
convnext_nano.d1h_in1k,29.684,70.316,47.920,52.080,15.59,288,1.000,bicubic,-51.798,-47.738,-82
resnet50.c1_in1k,29.672,70.328,48.458,51.542,25.56,288,1.000,bicubic,-51.240,-47.094,-24
vit_base_patch32_384.augreg_in1k,29.649,70.351,48.989,51.011,88.30,384,1.000,bicubic,-49.103,-45.235,+141
ecaresnet50d.miil_in1k,29.562,70.438,48.967,51.033,25.58,288,0.950,bicubic,-52.088,-46.915,-103
nest_tiny_jx.goog_in1k,29.558,70.442,46.975,53.025,17.06,224,0.875,bicubic,-51.868,-48.643,-79
resnet152.a3_in1k,29.529,70.471,47.034,52.966,60.19,224,0.950,bicubic,-51.017,-47.966,+4
gcresnext50ts.ch_in1k,29.519,70.481,47.853,52.147,15.67,288,1.000,bicubic,-51.713,-47.691,-65
resnext50_32x4d.tv2_in1k,29.480,70.520,47.232,52.768,25.03,224,0.965,bilinear,-51.702,-48.108,-58
cs3darknet_l.c2ns_in1k,29.464,70.536,48.230,51.770,21.16,288,0.950,bicubic,-51.432,-47.432,-30
efficientnet_em.ra2_in1k,29.462,70.538,48.914,51.086,6.90,240,0.882,bicubic,-49.778,-45.880,+102
resnet50.fb_ssl_yfcc100m_ft_in1k,29.439,70.561,49.789,50.211,25.56,224,0.875,bilinear,-49.795,-45.037,+102
resnext101_32x8d.tv_in1k,29.437,70.563,48.488,51.512,88.79,224,0.875,bilinear,-49.873,-46.032,+92
coat_lite_mini.in1k,29.435,70.565,47.718,52.282,11.01,224,0.900,bicubic,-49.667,-46.890,+108
resnetv2_50.a1h_in1k,29.435,70.565,47.441,52.559,25.55,288,1.000,bicubic,-51.963,-48.285,-85
deit_small_patch16_224.fb_in1k,29.425,70.575,48.256,51.744,22.05,224,0.900,bicubic,-50.419,-46.788,+48
sebotnet33ts_256.a1h_in1k,29.423,70.577,47.160,52.840,13.70,256,0.940,bicubic,-51.743,-48.009,-65
nf_regnet_b1.ra2_in1k,29.409,70.591,49.431,50.569,10.22,288,0.900,bicubic,-49.897,-45.309,+88
cait_xxs24_384.fb_dist_in1k,29.391,70.609,48.751,51.249,12.03,384,1.000,bicubic,-51.581,-46.889,-48
resnetv2_50d_evos.ah_in1k,29.382,70.618,47.226,52.774,25.59,288,1.000,bicubic,-52.618,-48.674,-145
edgenext_small_rw.sw_in1k,29.346,70.654,48.722,51.278,7.83,320,1.000,bicubic,-51.112,-46.468,+1
convnext_nano_ols.d1h_in1k,29.325,70.675,47.478,52.522,15.65,288,1.000,bicubic,-52.275,-48.158,-114
regnetz_b16.ra3_in1k,29.321,70.679,47.885,52.115,9.72,288,1.000,bicubic,-51.407,-47.635,-26
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,-91
cait_xxs24_224.fb_dist_in1k,29.295,70.705,48.537,51.463,11.96,224,1.000,bicubic,-49.089,-45.779,+149
eca_resnet33ts.ra2_in1k,29.277,70.723,48.928,51.072,19.68,288,1.000,bicubic,-51.395,-46.436,-24
resnet50.d_in1k,29.250,70.750,47.213,52.787,25.56,288,1.000,bicubic,-51.722,-48.217,-55
resnet50.c2_in1k,29.244,70.756,47.165,52.835,25.56,288,1.000,bicubic,-51.626,-48.369,-43
pvt_v2_b1.in1k,29.238,70.762,48.958,51.042,14.01,224,0.900,bicubic,-49.464,-45.544,+121
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,-16
gcvit_xxtiny.in1k,29.218,70.781,48.348,51.652,12.00,224,0.875,bicubic,-50.509,-46.732,+42
poolformer_s24.sail_in1k,29.207,70.793,48.079,51.921,21.39,224,0.900,bicubic,-51.089,-46.993,+6
tresnet_l.miil_in1k_448,29.165,70.835,47.226,52.774,55.99,448,0.875,bilinear,-53.111,-48.752,-185
seresnet50.ra2_in1k,29.148,70.852,47.753,52.247,28.09,288,0.950,bicubic,-52.136,-47.899,-93
inception_v3.gluon_in1k,29.112,70.888,46.943,53.057,23.83,299,0.875,bicubic,-49.694,-47.431,+106
lambda_resnet50ts.a1h_in1k,29.108,70.891,46.961,53.039,21.54,256,0.950,bicubic,-52.048,-48.137,-82
resnet101.a2_in1k,29.091,70.909,45.762,54.238,44.55,288,1.000,bicubic,-53.145,-49.968,-186
xception71.tf_in1k,29.034,70.966,47.395,52.605,42.34,299,0.903,bicubic,-50.838,-47.533,+22
resnet34d.ra2_in1k,29.018,70.982,48.052,51.948,21.82,288,0.950,bicubic,-49.418,-46.292,+128
hrnet_w64.ms_in1k,28.987,71.013,47.138,52.862,128.06,224,0.875,bilinear,-50.487,-47.508,+53
xcit_tiny_12_p8_224.fb_in1k,28.979,71.021,47.501,52.499,6.71,224,1.000,bicubic,-50.709,-47.209,+36
regnetx_032.tv2_in1k,28.975,71.025,47.069,52.931,15.30,224,0.965,bicubic,-51.951,-48.209,-65
cs3darknet_focus_l.c2ns_in1k,28.934,71.066,47.641,52.359,21.15,288,0.950,bicubic,-51.946,-48.041,-60
tf_efficientnet_b0.ns_jft_in1k,28.902,71.098,49.003,50.997,5.29,224,0.875,bicubic,-49.768,-45.371,+109
xception65.tf_in1k,28.898,71.102,47.156,52.844,39.92,299,0.903,bicubic,-50.658,-47.498,+42
tf_efficientnet_b1.aa_in1k,28.886,71.114,47.523,52.477,7.79,240,0.882,bicubic,-49.944,-46.675,+93
vit_small_patch32_384.augreg_in21k_ft_in1k,28.875,71.125,48.883,51.117,22.92,384,1.000,bicubic,-51.611,-46.713,-30
mobilevitv2_150.cvnets_in22k_ft_in1k_384,28.871,71.129,47.936,52.064,10.59,384,1.000,bicubic,-53.715,-48.378,-243
resnet101.gluon_in1k,28.853,71.147,46.377,53.623,44.55,224,0.875,bicubic,-50.457,-48.145,+55
skresnext50_32x4d.ra_in1k,28.810,71.190,46.501,53.499,27.48,224,0.875,bicubic,-51.352,-48.139,-1
sehalonet33ts.ra2_in1k,28.776,71.224,46.574,53.426,13.69,256,0.940,bicubic,-52.180,-48.702,-76
levit_256.fb_dist_in1k,28.741,71.259,46.727,53.273,18.89,224,0.900,bicubic,-52.773,-48.765,-135
levit_conv_256.fb_dist_in1k,28.741,71.259,46.721,53.279,18.89,224,0.900,bicubic,-52.779,-48.769,-137
resnet50.ra_in1k,28.694,71.306,47.366,52.634,25.56,288,0.950,bicubic,-51.142,-47.600,+13
resnetblur50.bt_in1k,28.662,71.338,46.902,53.098,25.56,288,0.950,bicubic,-51.572,-48.332,-12
tf_efficientnet_lite3.in1k,28.654,71.346,47.350,52.650,8.20,300,0.904,bilinear,-51.154,-47.562,+13
darknetaa53.c2ns_in1k,28.654,71.346,46.953,53.047,36.02,288,1.000,bilinear,-51.847,-48.369,-41
hrnet_w40.ms_in1k,28.647,71.353,47.452,52.548,57.56,224,0.875,bilinear,-50.283,-47.012,+74
skresnet34.ra_in1k,28.635,71.365,47.963,52.037,22.28,224,0.875,bicubic,-48.275,-45.181,+195
swinv2_tiny_window8_256.ms_in1k,28.627,71.373,46.189,53.811,28.35,256,0.900,bicubic,-53.193,-49.805,-169
seresnext50_32x4d.gluon_in1k,28.621,71.379,46.438,53.562,27.56,224,0.875,bicubic,-51.289,-48.386,-3
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,-295
tf_efficientnet_b3.in1k,28.582,71.418,47.987,52.013,12.23,300,0.904,bicubic,-52.296,-47.313,-79
halonet50ts.a1h_in1k,28.578,71.422,46.179,53.821,22.73,256,0.940,bicubic,-53.082,-49.431,-164
tf_efficientnetv2_b0.in1k,28.566,71.434,47.075,52.925,7.14,224,0.875,bicubic,-49.792,-46.939,+111
poolformerv2_s12.sail_in1k,28.556,71.444,47.403,52.597,11.89,224,1.000,bicubic,-49.448,-46.461,+133
resnet152.tv_in1k,28.543,71.457,47.106,52.894,60.19,224,0.875,bilinear,-49.779,-46.942,+111
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,+175
eva02_tiny_patch14_336.mim_in22k_ft_in1k,28.507,71.493,47.541,52.459,5.76,336,1.000,bicubic,-52.123,-47.985,-63
ecaresnet50t.a1_in1k,28.456,71.544,45.576,54.424,25.57,288,1.000,bicubic,-53.672,-50.066,-205
repvgg_b2.rvgg_in1k,28.421,71.579,47.044,52.956,89.02,224,0.875,bilinear,-50.371,-47.376,+72
hrnet_w48.ms_in1k,28.407,71.593,47.572,52.428,77.47,224,0.875,bilinear,-50.895,-46.944,+35
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,-180
resnext50_32x4d.gluon_in1k,28.372,71.628,45.332,54.668,25.03,224,0.875,bicubic,-50.988,-49.098,+28
efficientnet_b2_pruned.in1k,28.360,71.640,47.061,52.939,8.31,260,0.890,bicubic,-51.560,-47.791,-19
tf_efficientnet_b0.ap_in1k,28.352,71.648,47.543,52.457,5.29,224,0.875,bicubic,-48.738,-45.719,+169
dla169.in1k,28.328,71.672,47.388,52.612,53.39,224,0.875,bilinear,-50.380,-46.959,+73
darknet53.c2ns_in1k,28.324,71.676,46.880,53.120,41.61,288,1.000,bicubic,-52.212,-48.553,-66
tf_efficientnet_cc_b0_4e.in1k,28.317,71.683,47.364,52.636,13.31,224,0.875,bicubic,-48.986,-45.972,+155
dla102x2.in1k,28.315,71.685,46.772,53.228,41.28,224,0.875,bilinear,-51.129,-47.866,+16
resnext50_32x4d.ra_in1k,28.303,71.697,46.081,53.919,25.03,288,0.950,bicubic,-52.395,-49.309,-81
mixnet_xl.ra_in1k,28.291,71.709,46.708,53.292,11.90,224,0.875,bicubic,-52.191,-48.229,-64
resnet50d.gluon_in1k,28.234,71.766,45.884,54.116,25.58,224,0.875,bicubic,-50.844,-48.584,+41
seresnet33ts.ra2_in1k,28.232,71.768,47.578,52.422,19.78,288,1.000,bicubic,-52.552,-47.784,-92
resnet50.a1_in1k,28.220,71.780,44.937,55.063,25.56,288,1.000,bicubic,-52.994,-50.165,-137
densenet161.tv_in1k,28.108,71.892,46.653,53.347,28.68,224,0.875,bicubic,-49.250,-46.989,+144
resnet101c.gluon_in1k,28.104,71.896,45.953,54.047,44.57,224,0.875,bicubic,-51.438,-48.633,+2
resnet34.a1_in1k,28.102,71.898,45.703,54.297,21.80,288,1.000,bicubic,-49.816,-47.211,+116
wide_resnet101_2.tv_in1k,28.095,71.906,46.426,53.574,126.89,224,0.875,bilinear,-50.743,-47.855,+49
regnetx_320.pycls_in1k,28.079,71.921,45.118,54.882,107.81,224,0.875,bicubic,-52.167,-49.904,-49
regnety_320.pycls_in1k,28.075,71.925,45.460,54.540,145.05,224,0.875,bicubic,-52.733,-49.778,-102
resnext50_32x4d.a1_in1k,28.075,71.925,44.815,55.185,25.03,288,1.000,bicubic,-53.391,-50.359,-170
gernet_s.idstcv_in1k,28.051,71.949,46.727,53.273,8.17,224,0.875,bilinear,-48.859,-46.589,+162
ecaresnet50d_pruned.miil_in1k,28.043,71.957,47.036,52.964,19.94,288,0.950,bicubic,-52.747,-48.534,-103
levit_conv_192.fb_dist_in1k,28.032,71.968,45.874,54.126,10.95,224,0.900,bicubic,-51.806,-48.904,-30
mobilevitv2_175.cvnets_in1k,28.028,71.972,46.098,53.902,14.25,256,0.888,bicubic,-52.832,-49.158,-111
levit_192.fb_dist_in1k,28.028,71.972,45.870,54.130,10.95,224,0.900,bicubic,-51.810,-48.914,-30
efficientnet_el_pruned.in1k,28.002,71.998,46.804,53.196,10.59,300,0.904,bicubic,-52.298,-48.418,-62
vit_base_patch16_224.augreg_in1k,27.973,72.027,45.739,54.261,86.57,224,0.900,bicubic,-51.181,-48.351,+20
resnet101.a3_in1k,27.925,72.075,45.012,54.988,44.55,224,0.950,bicubic,-51.888,-49.594,-31
resnet50_gn.a1h_in1k,27.916,72.084,46.069,53.931,25.56,288,0.950,bicubic,-53.300,-49.559,-154
xception41.tf_in1k,27.880,72.120,45.890,54.110,26.97,299,0.903,bicubic,-50.624,-48.386,+56
regnetx_160.pycls_in1k,27.827,72.173,45.631,54.369,54.28,224,0.875,bicubic,-52.039,-49.197,-41
dpn68b.mx_in1k,27.814,72.186,47.415,52.585,12.61,224,0.875,bicubic,-49.704,-46.437,+119
resnet50d.a1_in1k,27.790,72.210,44.377,55.623,25.58,288,1.000,bicubic,-53.660,-50.841,-180
inception_v3.tf_in1k,27.782,72.218,45.723,54.277,23.83,299,0.875,bicubic,-50.080,-48.143,+103
res2net101_26w_4s.in1k,27.778,72.222,45.159,54.841,45.21,224,0.875,bilinear,-51.424,-49.277,+10
tf_efficientnetv2_b1.in1k,27.743,72.257,46.574,53.426,8.14,240,0.882,bicubic,-51.719,-48.148,-14
vit_base_patch16_224.sam_in1k,27.703,72.297,45.100,54.900,86.57,224,0.900,bicubic,-52.541,-49.656,-67
fbnetv3_b.ra2_in1k,27.670,72.330,46.987,53.013,8.60,256,0.950,bilinear,-51.472,-47.755,+10
repvgg_b1.rvgg_in1k,27.637,72.363,46.533,53.467,57.42,224,0.875,bilinear,-50.731,-47.563,+62
mobilevitv2_200.cvnets_in1k,27.637,72.363,45.784,54.216,18.45,256,0.888,bicubic,-53.497,-49.578,-155
regnety_160.pycls_in1k,27.637,72.363,45.531,54.469,83.59,224,0.875,bicubic,-52.661,-49.431,-75
hrnet_w44.ms_in1k,27.633,72.367,45.839,54.161,67.06,224,0.875,bilinear,-51.259,-48.525,+21
resnet50.am_in1k,27.580,72.420,45.371,54.629,25.56,224,0.875,bicubic,-51.418,-49.025,+13
inception_v3.tv_in1k,27.554,72.446,45.265,54.735,23.83,299,0.875,bicubic,-49.880,-48.209,+111
resmlp_24_224.fb_in1k,27.517,72.483,45.690,54.310,30.02,224,0.875,bicubic,-51.857,-48.856,-17
pit_xs_224.in1k,27.477,72.522,45.904,54.096,10.62,224,0.900,bicubic,-50.703,-48.260,+68
gcresnet33ts.ra2_in1k,27.401,72.599,46.161,53.839,19.88,288,1.000,bicubic,-53.199,-49.159,-111
regnetx_080.pycls_in1k,27.397,72.603,45.012,54.988,39.57,224,0.875,bicubic,-51.805,-49.540,-4
hrnet_w30.ms_in1k,27.393,72.607,46.554,53.446,37.71,224,0.875,bilinear,-50.799,-47.668,+64
hrnet_w32.ms_in1k,27.375,72.625,45.998,54.002,41.23,224,0.875,bilinear,-51.069,-48.190,+44
convnext_pico.d1_in1k,27.361,72.638,45.660,54.340,9.05,288,0.950,bicubic,-53.053,-49.390,-97
vit_small_patch16_384.augreg_in1k,27.332,72.668,46.118,53.882,22.20,384,1.000,bicubic,-53.784,-49.456,-166
resnet50s.gluon_in1k,27.328,72.672,45.208,54.792,25.68,224,0.875,bicubic,-51.390,-49.034,+23
res2net50_26w_8s.in1k,27.306,72.694,44.815,55.185,48.40,224,0.875,bilinear,-51.635,-49.479,+5
convnext_pico_ols.d1_in1k,27.301,72.699,45.644,54.356,9.06,288,1.000,bicubic,-53.163,-49.602,-107
densenet201.tv_in1k,27.271,72.729,46.210,53.790,20.01,224,0.875,bicubic,-50.015,-47.270,+107
resnet33ts.ra2_in1k,27.257,72.743,45.183,54.817,19.68,288,1.000,bicubic,-52.469,-49.645,-55
ecaresnet50t.a2_in1k,27.246,72.754,44.047,55.953,25.57,288,1.000,bicubic,-54.412,-51.505,-229
regnety_064.pycls_in1k,27.232,72.768,44.868,55.132,30.58,224,0.875,bicubic,-52.482,-49.898,-56
efficientnet_b1_pruned.in1k,27.196,72.804,45.863,54.137,6.33,240,0.882,bicubic,-51.046,-48.029,+51
tf_efficientnetv2_b2.in1k,27.167,72.833,44.572,55.428,10.10,260,0.890,bicubic,-53.027,-50.471,-87
vit_base_patch32_224.augreg_in1k,27.140,72.861,45.175,54.825,88.22,224,0.900,bicubic,-47.755,-46.603,+167
seresnet50.a1_in1k,27.124,72.876,43.563,56.437,28.09,288,1.000,bicubic,-53.978,-51.767,-174
resnet50d.a2_in1k,27.118,72.882,43.817,56.183,25.58,288,1.000,bicubic,-54.046,-51.267,-183
resnetrs50.tf_in1k,27.098,72.902,45.025,54.975,35.69,224,0.910,bicubic,-52.798,-49.947,-78
rexnet_130.nav_in1k,27.077,72.923,45.957,54.043,7.56,224,0.875,bicubic,-52.427,-48.721,-48
gmixer_24_224.ra3_in1k,27.031,72.969,44.353,55.647,24.72,224,0.875,bicubic,-50.995,-49.315,+57
dla102x.in1k,27.026,72.975,45.503,54.497,26.31,224,0.875,bilinear,-51.473,-48.733,+19
resnet101.tv_in1k,26.966,73.034,45.234,54.766,44.55,224,0.875,bilinear,-50.410,-48.308,+88
regnetx_120.pycls_in1k,26.866,73.134,44.684,55.316,46.11,224,0.875,bicubic,-52.722,-50.059,-56
resnet32ts.ra2_in1k,26.851,73.149,45.045,54.955,17.96,288,1.000,bicubic,-52.541,-49.607,-45
rexnet_100.nav_in1k,26.839,73.161,45.377,54.623,4.80,224,0.875,bicubic,-51.023,-48.267,+63
legacy_seresnext101_32x4d.in1k,26.823,73.177,43.507,56.493,48.96,224,0.875,bilinear,-53.407,-51.519,-101
densenet169.tv_in1k,26.819,73.181,45.381,54.619,14.15,224,0.875,bicubic,-49.081,-47.647,+134
tinynet_a.in1k,26.813,73.187,45.082,54.918,6.19,192,0.875,bicubic,-50.845,-48.458,+68
regnetx_064.pycls_in1k,26.799,73.201,44.915,55.085,26.21,224,0.875,bicubic,-52.267,-49.543,-22
regnety_120.pycls_in1k,26.784,73.216,44.442,55.558,51.82,224,0.875,bicubic,-53.602,-50.686,-122
regnetx_032.pycls_in1k,26.717,73.283,45.230,54.770,15.30,224,0.875,bicubic,-51.451,-48.852,+37
res2net101d.in1k,26.711,73.289,44.336,55.664,45.23,224,0.875,bilinear,-54.513,-51.016,-206
resnext50_32x4d.a2_in1k,26.682,73.318,42.768,57.232,25.03,288,1.000,bicubic,-54.622,-52.328,-212
legacy_seresnet152.in1k,26.670,73.330,43.953,56.047,66.82,224,0.875,bilinear,-51.990,-50.418,+1
efficientnet_es.ra_in1k,26.623,73.377,45.096,54.904,5.44,224,0.875,bicubic,-51.431,-48.828,+40
res2net50_26w_6s.in1k,26.589,73.411,44.004,55.996,37.05,224,0.875,bilinear,-51.979,-50.118,+1
repvgg_b1g4.rvgg_in1k,26.579,73.421,45.100,54.900,39.97,224,0.875,bilinear,-51.003,-48.736,+64
dla60x.in1k,26.578,73.422,45.031,54.969,17.35,224,0.875,bilinear,-51.662,-49.003,+27
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,26.515,73.485,44.355,55.645,39.18,224,0.875,bicubic,-53.353,-50.477,-98
mobilenetv3_large_100.miil_in21k_ft_in1k,26.499,73.501,44.497,55.503,5.48,224,0.875,bilinear,-51.419,-49.269,+45
tf_efficientnet_b0.aa_in1k,26.479,73.521,45.641,54.359,5.29,224,0.875,bicubic,-50.355,-47.579,+95
res2net50_14w_8s.in1k,26.477,73.523,44.371,55.629,25.06,224,0.875,bilinear,-51.681,-49.475,+27
tf_efficientnet_b2.in1k,26.462,73.538,44.788,55.212,9.11,260,0.890,bicubic,-53.142,-49.926,-79
resnet50.gluon_in1k,26.426,73.574,44.037,55.963,25.56,224,0.875,bicubic,-51.154,-49.681,+57
ecaresnet50t.a3_in1k,26.416,73.584,43.508,56.492,25.57,224,0.950,bicubic,-53.136,-51.186,-77
tf_efficientnet_el.in1k,26.355,73.645,44.175,55.825,10.59,300,0.904,bicubic,-53.897,-50.943,-126
levit_conv_128.fb_dist_in1k,26.330,73.670,44.120,55.880,9.21,224,0.900,bicubic,-52.164,-49.888,-7
levit_128.fb_dist_in1k,26.328,73.672,44.116,55.884,9.21,224,0.900,bicubic,-52.162,-49.896,-6
lambda_resnet26t.c1_in1k,26.326,73.674,44.430,55.570,10.96,256,0.940,bicubic,-52.762,-50.160,-46
resmlp_big_24_224.fb_in1k,26.318,73.682,43.554,56.446,129.14,224,0.875,bicubic,-54.718,-51.464,-203
resmlp_12_224.fb_distilled_in1k,26.316,73.684,44.874,55.126,15.35,224,0.875,bicubic,-51.638,-48.686,+31
visformer_tiny.in1k,26.255,73.745,44.184,55.816,10.32,224,0.900,bicubic,-51.907,-49.980,+16
regnetx_040.pycls_in1k,26.241,73.759,44.424,55.576,22.12,224,0.875,bicubic,-52.251,-49.818,-12
mobilevitv2_150.cvnets_in1k,26.178,73.822,43.762,56.238,10.59,256,0.888,bicubic,-54.192,-51.312,-146
crossvit_9_dagger_240.in1k,26.173,73.827,44.544,55.456,8.78,240,0.875,bicubic,-50.807,-49.076,+75
vit_small_patch32_224.augreg_in21k_ft_in1k,26.165,73.835,45.106,54.894,22.88,224,0.900,bicubic,-49.829,-47.692,+99
seresnet50.a2_in1k,26.165,73.835,42.675,57.325,28.09,288,1.000,bicubic,-54.941,-52.547,-217
densenetblur121d.ra_in1k,26.135,73.865,45.039,54.961,8.00,288,0.950,bicubic,-51.185,-48.751,+53
resnet50.a2_in1k,26.094,73.906,42.583,57.417,25.56,288,1.000,bicubic,-54.678,-52.405,-186
resnet50d.a3_in1k,26.090,73.910,42.976,57.024,25.58,224,0.950,bicubic,-52.632,-51.260,-33
resnet34.a2_in1k,26.084,73.916,43.108,56.892,21.80,288,1.000,bicubic,-51.074,-50.166,+61
resnext50_32x4d.a3_in1k,26.082,73.918,42.946,57.054,25.03,224,0.950,bicubic,-53.186,-51.360,-71
efficientnet_b1.ft_in1k,26.055,73.945,44.080,55.920,7.79,256,1.000,bicubic,-52.745,-50.262,-41
convnextv2_femto.fcmae_ft_in1k,26.037,73.963,44.302,55.698,5.23,288,0.950,bicubic,-53.301,-50.258,-81
lambda_resnet26rpt_256.c1_in1k,26.033,73.967,44.190,55.810,10.99,256,0.940,bicubic,-52.935,-50.248,-56
mobilevitv2_125.cvnets_in1k,26.021,73.979,43.668,56.332,7.48,256,0.888,bicubic,-53.659,-51.190,-106
dpn68.mx_in1k,26.006,73.994,44.084,55.916,12.61,224,0.875,bicubic,-50.340,-48.924,+84
hrnet_w18.ms_in1k,25.978,74.022,44.807,55.193,21.30,224,0.875,bilinear,-50.774,-48.637,+69
hardcorenas_f.miil_green_in1k,25.939,74.061,44.208,55.792,8.20,224,0.875,bilinear,-52.159,-49.598,+3
vit_small_patch16_224.augreg_in1k,25.939,74.061,43.964,56.036,22.05,224,0.900,bicubic,-52.907,-50.324,-53
regnety_040.pycls_in1k,25.907,74.093,43.858,56.142,20.65,224,0.875,bicubic,-53.325,-50.798,-76
regnetx_016.tv2_in1k,25.878,74.122,43.353,56.647,9.19,224,0.965,bicubic,-53.558,-51.415,-95
res2net50_26w_4s.in1k,25.876,74.124,43.163,56.837,25.70,224,0.875,bilinear,-52.074,-50.689,+10
resnext50d_32x4d.bt_in1k,25.876,74.124,42.956,57.044,25.05,288,0.950,bicubic,-54.788,-52.464,-190
tresnet_m.miil_in1k_448,25.860,74.140,42.868,57.132,31.39,448,0.875,bilinear,-55.848,-52.706,-298
coat_tiny.in1k,25.858,74.142,43.275,56.725,5.50,224,0.900,bicubic,-52.568,-50.773,-27
densenet121.ra_in1k,25.821,74.179,44.860,55.140,7.98,288,0.950,bicubic,-50.679,-48.508,+70
hardcorenas_c.miil_green_in1k,25.819,74.181,44.778,55.222,5.52,224,0.875,bilinear,-51.239,-48.390,+48
resnet50c.gluon_in1k,25.791,74.209,43.021,56.979,25.58,224,0.875,bicubic,-52.221,-50.967,-1
halonet26t.a1h_in1k,25.776,74.224,43.220,56.780,12.48,256,0.950,bicubic,-53.330,-51.086,-79
SelecSls60.in1k,25.725,74.275,44.072,55.928,30.67,224,0.875,bicubic,-52.259,-49.760,0
hardcorenas_e.miil_green_in1k,25.662,74.338,43.422,56.578,8.07,224,0.875,bilinear,-52.122,-50.276,+9
poolformer_s12.sail_in1k,25.650,74.350,44.157,55.843,11.92,224,0.900,bicubic,-51.584,-49.375,+34
dla60_res2net.in1k,25.650,74.350,43.593,56.407,20.85,224,0.875,bilinear,-52.812,-50.609,-38
dla60_res2next.in1k,25.648,74.352,43.679,56.321,17.03,224,0.875,bilinear,-52.786,-50.465,-37
ecaresnet26t.ra2_in1k,25.538,74.462,43.660,56.340,16.01,320,0.950,bicubic,-54.312,-51.430,-143
resmlp_12_224.fb_in1k,25.528,74.472,44.330,55.670,15.35,224,0.875,bicubic,-51.120,-48.848,+51
tf_efficientnet_lite1.in1k,25.512,74.488,43.579,56.421,5.42,240,0.882,bicubic,-51.132,-49.651,+50
mixnet_l.ft_in1k,25.512,74.488,43.475,56.525,7.33,224,0.875,bicubic,-53.454,-50.705,-78
convnext_femto.d1_in1k,25.510,74.490,43.672,56.328,5.22,288,0.950,bicubic,-53.206,-50.759,-61
res2net50d.in1k,25.495,74.505,43.041,56.959,25.72,224,0.875,bilinear,-54.759,-51.995,-172
cs3darknet_focus_m.c2ns_in1k,25.493,74.507,43.762,56.238,9.30,288,0.950,bicubic,-51.791,-50.204,+24
resnext50_32x4d.tv_in1k,25.467,74.533,42.787,57.213,25.03,224,0.875,bilinear,-52.151,-50.909,+5
bat_resnext26ts.ch_in1k,25.455,74.545,43.194,56.806,10.73,256,0.900,bicubic,-52.797,-50.904,-33
botnet26t_256.c1_in1k,25.451,74.549,42.660,57.340,12.49,256,0.950,bicubic,-53.805,-51.875,-103
eca_halonext26ts.c1_in1k,25.442,74.558,43.182,56.818,10.76,256,0.940,bicubic,-54.044,-51.418,-125
repvgg_a2.rvgg_in1k,25.434,74.566,43.947,56.053,28.21,224,0.875,bilinear,-51.024,-49.055,+52
tf_mixnet_l.in1k,25.412,74.588,42.534,57.466,7.33,224,0.875,bicubic,-53.364,-51.468,-74
hardcorenas_b.miil_green_in1k,25.402,74.598,44.182,55.818,5.18,224,0.875,bilinear,-51.134,-48.578,+43
regnety_008_tv.tv2_in1k,25.395,74.606,43.430,56.570,6.43,224,0.965,bicubic,-53.280,-50.956,-68
res2next50.in1k,25.392,74.608,42.492,57.508,24.67,224,0.875,bilinear,-52.850,-51.343,-39
convnext_femto_ols.d1_in1k,25.387,74.613,43.137,56.863,5.23,288,0.950,bicubic,-53.537,-51.389,-89
efficientformerv2_s0.snap_dist_in1k,25.363,74.637,43.921,56.079,3.60,224,0.950,bicubic,-50.755,-48.939,+52
SelecSls60b.in1k,25.326,74.674,43.554,56.446,32.77,224,0.875,bicubic,-53.088,-50.480,-53
resnetv2_50x1_bit.goog_in21k_ft_in1k,25.322,74.678,45.350,54.650,25.55,448,1.000,bilinear,-55.018,-50.330,-197
hardcorenas_d.miil_green_in1k,25.322,74.678,43.141,56.859,7.50,224,0.875,bilinear,-52.118,-50.349,+1
legacy_seresnet101.in1k,25.322,74.678,42.831,57.169,49.33,224,0.875,bilinear,-53.064,-51.431,-53
regnety_032.pycls_in1k,25.316,74.684,42.909,57.091,19.44,224,0.875,bicubic,-53.560,-51.499,-92
wide_resnet50_2.tv_in1k,25.310,74.690,42.176,57.824,68.88,224,0.875,bilinear,-53.170,-51.910,-65
dla102.in1k,25.302,74.698,43.840,56.160,33.27,224,0.875,bilinear,-52.720,-50.092,-33
resnest14d.gluon_in1k,25.279,74.722,44.104,55.896,10.61,224,0.875,bilinear,-50.232,-48.400,+57
legacy_seresnext50_32x4d.in1k,25.212,74.788,41.944,58.056,27.56,224,0.875,bilinear,-53.864,-52.488,-107
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,+27
res2net50_48w_2s.in1k,25.025,74.975,42.206,57.794,25.29,224,0.875,bilinear,-52.489,-51.346,-10
efficientnet_b0.ra_in1k,25.015,74.985,42.797,57.203,5.29,224,0.875,bicubic,-52.679,-50.735,-21
resnet50.a3_in1k,25.002,74.999,41.891,58.109,25.56,224,0.950,bicubic,-53.047,-51.889,-41
resnet34.gluon_in1k,24.942,75.058,42.239,57.761,21.80,224,0.875,bicubic,-49.636,-49.745,+72
dla60.in1k,24.941,75.059,43.294,56.706,22.04,224,0.875,bilinear,-52.105,-50.024,+9
mobilenetv2_120d.ra_in1k,24.915,75.085,43.051,56.949,5.83,224,0.875,bicubic,-52.387,-50.453,-6
convnextv2_atto.fcmae_ft_in1k,24.890,75.111,42.469,57.531,3.71,288,0.950,bicubic,-52.871,-51.257,-28
eca_botnext26ts_256.c1_in1k,24.868,75.132,42.943,57.057,10.59,256,0.950,bicubic,-54.400,-51.663,-131
resnet34.bt_in1k,24.828,75.171,42.080,57.920,21.80,288,0.950,bicubic,-51.652,-51.274,+26
regnety_016.pycls_in1k,24.827,75.173,42.612,57.388,11.20,224,0.875,bicubic,-53.035,-51.106,-35
xcit_nano_12_p8_224.fb_dist_in1k,24.801,75.199,43.072,56.928,3.05,224,1.000,bicubic,-51.531,-50.022,+28
seresnet50.a3_in1k,24.793,75.207,42.101,57.899,28.09,224,0.950,bicubic,-52.235,-50.973,+3
pit_ti_distilled_224.in1k,24.715,75.285,43.227,56.773,5.10,224,0.900,bicubic,-49.539,-48.727,+65
cs3darknet_m.c2ns_in1k,24.626,75.374,42.970,57.030,9.31,288,0.950,bicubic,-53.008,-51.046,-30
eca_resnext26ts.ch_in1k,24.561,75.439,42.534,57.466,10.30,288,1.000,bicubic,-53.439,-51.392,-48
resnet50.bt_in1k,24.559,75.441,41.445,58.555,25.56,288,0.950,bicubic,-55.081,-53.447,-166
mobilevitv2_100.cvnets_in1k,24.553,75.447,42.921,57.079,4.90,256,0.888,bicubic,-53.523,-51.249,-57
tf_efficientnet_lite2.in1k,24.534,75.466,42.292,57.708,6.09,260,0.890,bicubic,-52.930,-51.458,-26
seresnext26ts.ch_in1k,24.506,75.494,42.665,57.335,10.39,288,1.000,bicubic,-53.766,-51.429,-72
skresnet18.ra_in1k,24.497,75.504,42.534,57.466,11.96,224,0.875,bicubic,-48.541,-48.638,+74
regnetx_016.pycls_in1k,24.477,75.523,42.490,57.510,9.19,224,0.875,bicubic,-52.447,-50.925,-1
tf_efficientnet_lite0.in1k,24.375,75.625,42.508,57.492,4.65,224,0.875,bicubic,-50.455,-49.664,+47
hardcorenas_a.miil_green_in1k,24.365,75.635,43.306,56.694,5.26,224,0.875,bilinear,-51.565,-49.204,+23
hrnet_w18.ms_aug_in1k,24.333,75.667,42.888,57.112,21.30,224,0.950,bilinear,-53.793,-51.165,-67
gcresnext26ts.ch_in1k,24.153,75.847,41.306,58.694,10.48,288,1.000,bicubic,-54.261,-52.864,-86
resnet50.tv_in1k,24.090,75.910,41.323,58.677,25.56,224,0.875,bilinear,-52.040,-51.535,+15
tf_efficientnet_b1.in1k,24.070,75.930,41.512,58.488,7.79,240,0.882,bicubic,-54.490,-52.582,-103
levit_128s.fb_dist_in1k,24.060,75.940,41.001,58.999,7.78,224,0.900,bicubic,-52.466,-51.871,+3
levit_conv_128s.fb_dist_in1k,24.052,75.948,41.003,58.997,7.78,224,0.900,bicubic,-52.468,-51.983,+4
legacy_seresnet34.in1k,24.023,75.977,41.903,58.097,21.96,224,0.875,bilinear,-50.785,-50.223,+40
xcit_nano_12_p16_384.fb_dist_in1k,24.005,75.995,42.306,57.694,3.05,384,1.000,bicubic,-51.453,-50.390,+26
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,-55
efficientnet_lite0.ra_in1k,23.909,76.091,42.115,57.885,4.65,224,0.875,bicubic,-51.571,-50.407,+23
densenet121.tv_in1k,23.840,76.160,41.928,58.072,7.98,224,0.875,bicubic,-50.924,-50.225,+37
efficientnet_es_pruned.in1k,23.820,76.180,41.993,58.007,5.44,224,0.875,bicubic,-51.194,-50.453,+31
regnetx_008.tv2_in1k,23.779,76.221,40.689,59.311,7.26,224,0.965,bicubic,-53.525,-52.977,-37
mixnet_m.ft_in1k,23.716,76.284,41.148,58.852,5.01,224,0.875,bicubic,-53.542,-52.270,-33
resnet26t.ra2_in1k,23.712,76.288,41.319,58.681,16.01,320,1.000,bicubic,-54.620,-52.805,-94
mobilenetv2_140.ra_in1k,23.701,76.299,41.475,58.525,6.11,224,0.875,bicubic,-52.819,-51.391,-7
dla34.in1k,23.685,76.315,41.549,58.451,15.74,224,0.875,bilinear,-50.953,-50.515,+33
legacy_seresnet50.in1k,23.640,76.360,40.079,59.921,28.09,224,0.875,bilinear,-54.004,-53.679,-58
convnext_atto.d2_in1k,23.589,76.411,41.087,58.913,3.70,288,0.950,bicubic,-53.419,-52.614,-26
resnext26ts.ra2_in1k,23.589,76.411,40.891,59.109,10.30,288,1.000,bicubic,-53.585,-52.573,-36
tf_mixnet_m.in1k,23.484,76.516,40.997,59.003,5.01,224,0.875,bicubic,-53.470,-52.157,-26
resnet34.tv_in1k,23.475,76.525,41.361,58.639,21.80,224,0.875,bilinear,,,
SelecSls42b.in1k,23.369,76.632,40.665,59.335,32.46,224,0.875,bicubic,-53.802,-52.727,-39
tf_efficientnet_em.in1k,23.369,76.632,40.398,59.602,6.90,240,0.882,bicubic,-54.754,-53.648,-90
resnet34.a3_in1k,23.369,76.632,40.072,59.928,21.80,224,0.950,bicubic,-49.602,-51.037,+51
repvgg_b0.rvgg_in1k,23.319,76.681,41.164,58.836,15.82,224,0.875,bilinear,-51.823,-51.252,+12
regnety_004.tv2_in1k,23.282,76.718,40.993,59.007,4.34,224,0.965,bicubic,-52.316,-51.703,+3
xcit_nano_12_p16_224.fb_dist_in1k,23.260,76.740,41.368,58.632,3.05,224,1.000,bicubic,-49.050,-49.492,+53
convnext_atto_ols.a2_in1k,23.129,76.871,40.881,59.119,3.70,288,0.950,bicubic,-54.087,-52.795,-46
mobilenetv2_110d.ra_in1k,23.078,76.922,40.757,59.243,4.52,224,0.875,bicubic,-51.978,-51.429,+11
resnet18.a1_in1k,23.058,76.942,39.551,60.449,11.69,288,1.000,bicubic,-50.100,-51.475,+38
vit_base_patch32_224.sam_in1k,23.046,76.954,39.565,60.435,88.22,224,0.900,bicubic,-50.648,-51.449,+32
tinynet_b.in1k,23.021,76.979,40.974,59.026,3.73,188,0.875,bicubic,-51.957,-51.213,+11
resnet18d.ra2_in1k,23.005,76.995,41.197,58.803,11.71,288,0.950,bicubic,-50.789,-50.640,+29
deit_tiny_distilled_patch16_224.fb_in1k,22.728,77.272,40.775,59.225,5.91,224,0.900,bicubic,-51.772,-51.117,+19
mobilenetv3_large_100.ra_in1k,22.659,77.341,40.767,59.233,5.48,224,0.875,bicubic,-53.107,-51.771,-11
mobilenetv3_rw.rmsp_in1k,22.630,77.370,40.362,59.638,5.48,224,0.875,bicubic,-52.990,-52.342,-9
edgenext_x_small.in1k,22.590,77.410,39.500,60.500,2.34,288,1.000,bicubic,-53.098,-53.266,-12
tf_mobilenetv3_large_100.in1k,22.579,77.421,39.773,60.227,5.48,224,0.875,bilinear,-52.937,-52.821,-8
tf_efficientnet_b0.in1k,22.563,77.437,39.570,60.430,5.29,224,0.875,bicubic,-53.969,-53.438,-33
mobilevit_s.cvnets_in1k,22.484,77.516,38.649,61.351,5.58,256,0.900,bicubic,-55.828,-55.495,-118
xcit_nano_12_p8_224.fb_in1k,22.408,77.592,40.628,59.372,3.05,224,1.000,bicubic,-51.508,-51.542,+19
tf_efficientnet_es.in1k,22.406,77.594,39.089,60.911,5.44,224,0.875,bicubic,-54.194,-54.113,-38
hrnet_w18_small_v2.ms_in1k,22.341,77.659,39.863,60.137,15.60,224,0.875,bilinear,-52.773,-52.551,-4
convit_tiny.fb_in1k,22.268,77.732,39.675,60.325,5.71,224,0.875,bicubic,-50.844,-52.037,+25
regnetx_004_tv.tv2_in1k,22.207,77.793,39.111,60.889,5.50,224,0.965,bicubic,-52.389,-53.067,+6
regnety_008.pycls_in1k,22.115,77.885,38.902,61.098,6.26,224,0.875,bicubic,-54.187,-54.158,-30
ese_vovnet19b_dw.ra_in1k,22.072,77.928,39.456,60.544,6.54,288,0.950,bicubic,-55.672,-54.331,-91
regnety_006.pycls_in1k,21.975,78.025,38.961,61.039,6.06,224,0.875,bicubic,-53.295,-53.565,-12
vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,21.948,78.052,39.407,60.593,6.36,384,1.000,bicubic,-54.014,-53.857,-29
regnetx_008.pycls_in1k,21.948,78.052,38.932,61.068,7.26,224,0.875,bicubic,-53.082,-53.406,-8
semnasnet_100.rmsp_in1k,21.887,78.113,38.600,61.400,3.89,224,0.875,bicubic,-53.563,-53.994,-16
pit_ti_224.in1k,21.877,78.123,39.527,60.473,4.85,224,0.900,bicubic,-51.033,-51.873,+22
pvt_v2_b0.in1k,21.836,78.164,40.152,59.848,3.67,224,0.900,bicubic,-48.824,-50.044,+40
regnetx_006.pycls_in1k,21.747,78.253,38.914,61.086,6.20,224,0.875,bicubic,-52.121,-52.764,+7
vit_tiny_patch16_384.augreg_in21k_ft_in1k,21.718,78.282,39.327,60.673,5.79,384,1.000,bicubic,-56.706,-55.213,-142
crossvit_9_240.in1k,21.694,78.306,39.258,60.742,8.55,240,0.875,bicubic,-52.264,-52.710,+3
vgg19_bn.tv_in1k,21.623,78.376,39.276,60.724,143.68,224,0.875,bilinear,-52.592,-52.568,-3
ghostnet_100.in1k,21.623,78.376,38.708,61.292,5.18,224,0.875,bilinear,-52.358,-52.758,+1
semnasnet_075.rmsp_in1k,21.576,78.424,38.924,61.076,2.91,224,0.875,bicubic,-51.416,-52.214,+12
resnet18.gluon_in1k,21.547,78.453,38.873,61.127,11.69,224,0.875,bicubic,-49.291,-50.881,+32
mobilevitv2_075.cvnets_in1k,21.535,78.465,38.631,61.369,2.87,256,0.888,bicubic,-54.073,-54.113,-33
fbnetc_100.rmsp_in1k,21.500,78.500,38.181,61.819,5.57,224,0.875,bilinear,-53.630,-54.207,-24
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,+34
mnasnet_100.rmsp_in1k,21.346,78.653,37.709,62.291,4.38,224,0.875,bicubic,-53.304,-54.414,-16
resnet18.fb_ssl_yfcc100m_ft_in1k,21.290,78.710,39.099,60.901,11.69,224,0.875,bilinear,-51.304,-52.319,+9
lcnet_100.ra2_in1k,21.290,78.710,38.873,61.127,2.95,224,0.875,bicubic,-50.806,-51.489,+19
mixnet_s.ft_in1k,21.278,78.722,38.199,61.801,4.13,224,0.875,bicubic,-54.716,-55.071,-47
legacy_seresnext26_32x4d.in1k,21.087,78.913,37.635,62.365,16.79,224,0.875,bicubic,-56.021,-55.679,-81
crossvit_tiny_240.in1k,21.052,78.948,38.067,61.933,7.01,240,0.875,bicubic,-52.284,-53.841,-3
resnet18.a2_in1k,20.944,79.056,36.851,63.149,11.69,288,1.000,bicubic,-51.428,-53.745,+8
regnetx_004.pycls_in1k,20.889,79.111,37.533,62.467,5.16,224,0.875,bicubic,-51.509,-53.295,+5
spnasnet_100.rmsp_in1k,20.871,79.129,37.890,62.110,4.42,224,0.875,bilinear,-53.215,-53.930,-16
legacy_seresnet18.in1k,20.847,79.153,37.639,62.361,11.78,224,0.875,bicubic,-50.919,-52.693,+15
seresnext26t_32x4d.bt_in1k,20.847,79.153,36.344,63.656,16.81,288,0.950,bicubic,-57.897,-57.968,-185
mobilenetv2_100.ra_in1k,20.757,79.243,37.764,62.236,3.50,224,0.875,bicubic,-52.219,-53.246,-3
tf_mixnet_s.in1k,20.476,79.524,36.627,63.373,4.13,224,0.875,bicubic,-55.176,-56.009,-50
vit_tiny_patch16_224.augreg_in21k_ft_in1k,20.458,79.542,37.601,62.399,5.72,224,0.900,bicubic,-54.996,-55.243,-43
regnety_004.pycls_in1k,20.413,79.587,37.014,62.986,4.34,224,0.875,bicubic,-53.615,-54.736,-21
tf_mobilenetv3_large_075.in1k,20.372,79.628,36.784,63.216,3.99,224,0.875,bilinear,-53.060,-54.568,-15
hrnet_w18_small.ms_in1k,20.364,79.636,37.090,62.910,13.19,224,0.875,bilinear,-51.974,-53.587,-1
resnet26d.bt_in1k,20.266,79.734,36.348,63.652,16.01,288,0.950,bicubic,-57.142,-57.290,-110
resnet18.tv_in1k,20.230,79.770,37.260,62.740,11.69,224,0.875,bilinear,-49.530,-51.810,+17
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,+2
deit_tiny_patch16_224.fb_in1k,20.142,79.858,37.541,62.459,5.72,224,0.900,bicubic,-52.030,-53.571,-1
tf_mobilenetv3_large_minimal_100.in1k,20.103,79.897,36.894,63.106,3.92,224,0.875,bilinear,-52.155,-53.744,-4
seresnext26d_32x4d.bt_in1k,20.063,79.937,35.233,64.766,16.81,288,0.950,bicubic,-58.751,-59.006,-203
vgg16_bn.tv_in1k,19.945,80.055,36.314,63.686,138.37,224,0.875,bilinear,-53.425,-55.200,-22
resnet26.bt_in1k,19.739,80.261,35.839,64.161,16.00,288,0.950,bicubic,-56.627,-57.341,-75
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,-2
tinynet_c.in1k,19.260,80.740,35.982,64.018,2.46,184,0.875,bicubic,-51.980,-53.752,+1
edgenext_xx_small.in1k,18.863,81.137,35.159,64.841,1.33,288,1.000,bicubic,-53.015,-55.393,-5
resnet18.a3_in1k,18.450,81.550,33.485,66.515,11.69,224,0.950,bicubic,-49.804,-54.691,+13
mobilevit_xs.cvnets_in1k,18.312,81.688,33.192,66.808,2.32,256,0.900,bicubic,-56.324,-59.154,-43
lcnet_075.ra2_in1k,18.128,81.872,34.371,65.629,2.36,224,0.875,bicubic,-50.654,-53.989,+8
vgg19.tv_in1k,17.941,82.059,33.058,66.942,143.67,224,0.875,bilinear,-54.437,-57.816,-18
vgg13_bn.tv_in1k,17.798,82.202,34.043,65.957,133.05,224,0.875,bilinear,-53.790,-56.335,-6
vgg16.tv_in1k,17.536,82.464,32.779,67.221,138.36,224,0.875,bilinear,-54.056,-57.605,-8
regnety_002.pycls_in1k,17.460,82.540,32.433,67.567,3.16,224,0.875,bicubic,-52.818,-57.095,-3
vgg11_bn.tv_in1k,17.399,82.601,33.001,66.999,132.87,224,0.875,bilinear,-52.983,-56.807,-5
mobilevitv2_050.cvnets_in1k,17.308,82.692,33.003,66.997,1.37,256,0.888,bicubic,-52.830,-56.917,-4
regnetx_002.pycls_in1k,16.953,83.047,32.241,67.759,2.68,224,0.875,bicubic,-51.793,-56.295,+2
mobilenetv3_small_100.lamb_in1k,16.805,83.195,32.516,67.484,2.54,224,0.875,bicubic,-50.851,-55.120,+6
resnet10t.c3_in1k,16.699,83.301,32.123,67.877,5.44,224,0.950,bicubic,-51.659,-55.917,+1
mobilenetv2_050.lamb_in1k,16.666,83.334,31.962,68.038,1.97,224,0.875,bicubic,-49.284,-54.126,+8
tinynet_d.in1k,16.660,83.340,32.451,67.549,2.34,152,0.875,bicubic,-50.314,-54.611,+4
mnasnet_small.lamb_in1k,16.638,83.362,31.909,68.091,2.03,224,0.875,bicubic,-49.558,-54.595,+4
dla60x_c.in1k,16.330,83.670,31.747,68.252,1.32,224,0.875,bilinear,-51.568,-56.674,0
tf_mobilenetv3_small_100.in1k,16.216,83.784,31.205,68.795,2.54,224,0.875,bilinear,-51.702,-56.469,-2
vgg13.tv_in1k,16.096,83.904,30.985,69.015,133.05,224,0.875,bilinear,-53.836,-58.265,-11
resnet14t.c3_in1k,15.925,84.075,30.003,69.997,10.08,224,0.950,bicubic,-56.329,-60.299,-28
vgg11.tv_in1k,15.723,84.278,30.451,69.549,132.86,224,0.875,bilinear,-53.300,-58.173,-11
mobilenetv3_small_075.lamb_in1k,14.952,85.048,29.727,70.273,2.04,224,0.875,bicubic,-50.282,-55.719,+2
tf_mobilenetv3_small_075.in1k,14.932,85.067,29.566,70.434,2.04,224,0.875,bilinear,-50.795,-56.560,0
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,14.492,85.508,28.659,71.341,1.27,256,0.900,bicubic,-54.440,-60.283,-14
dla46x_c.in1k,14.380,85.620,29.189,70.811,1.07,224,0.875,bilinear,-51.608,-57.791,-5
lcnet_050.ra2_in1k,14.304,85.696,28.653,71.347,1.88,224,0.875,bicubic,-48.816,-55.733,-1
tf_mobilenetv3_small_minimal_100.in1k,13.966,86.034,27.988,72.012,2.04,224,0.875,bilinear,-48.924,-56.252,-1
tinynet_e.in1k,12.671,87.329,26.381,73.619,2.04,106,0.875,bicubic,-47.195,-55.383,-1
mobilenetv3_small_050.lamb_in1k,11.040,88.960,23.477,76.523,1.59,224,0.875,bicubic,-46.870,-56.703,-1