results/results-imagenet-real.csv

model,top1,top1_err,top5,top5_err,param_count,img_size,crop_pct,interpolation,top1_diff,top5_diff,rank_diff
eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,91.129,8.871,98.713,1.287,305.08,448,1.000,bicubic,+1.077,-0.335,0
eva_giant_patch14_336.clip_ft_in1k,91.058,8.942,98.602,1.399,"1,013.01",336,1.000,bicubic,+1.592,-0.224,+5
eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,91.020,8.980,98.685,1.315,305.08,448,1.000,bicubic,+1.054,-0.327,-1
eva_giant_patch14_560.m30m_ft_in22k_in1k,90.969,9.031,98.672,1.328,"1,014.45",560,1.000,bicubic,+1.183,-0.320,-1
eva02_large_patch14_448.mim_in22k_ft_in1k,90.922,9.078,98.683,1.317,305.08,448,1.000,bicubic,+1.298,-0.267,-1
eva_giant_patch14_336.m30m_ft_in22k_in1k,90.907,9.093,98.661,1.339,"1,013.01",336,1.000,bicubic,+1.341,-0.291,0
eva_large_patch14_336.in22k_ft_in1k,90.903,9.098,98.785,1.215,304.53,336,1.000,bicubic,+2.233,+0.063,+6
eva_giant_patch14_224.clip_ft_in1k,90.900,9.100,98.680,1.319,"1,012.56",224,0.900,bicubic,+2.020,+0.000,+1
eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,90.896,9.104,98.802,1.198,87.12,448,1.000,bicubic,+2.204,+0.078,+2
eva02_large_patch14_448.mim_m38m_ft_in1k,90.888,9.113,98.653,1.347,305.08,448,1.000,bicubic,+1.318,-0.269,-5
eva_large_patch14_336.in22k_ft_in22k_in1k,90.862,9.138,98.715,1.285,304.53,336,1.000,bicubic,+1.654,-0.139,-3
eva02_base_patch14_448.mim_in22k_ft_in1k,90.800,9.200,98.742,1.258,87.12,448,1.000,bicubic,+2.550,+0.178,+14
caformer_b36.sail_in22k_ft_in1k_384,90.781,9.219,98.860,1.140,98.75,384,1.000,bicubic,+2.723,+0.278,+21
beit_large_patch16_512.in22k_ft_in22k_in1k,90.687,9.313,98.753,1.247,305.67,512,1.000,bicubic,+2.091,+0.097,+1
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,90.678,9.322,98.813,1.187,200.13,384,1.000,bicubic,+2.372,+0.231,+8
regnety_1280.swag_ft_in1k,90.659,9.341,98.819,1.181,644.81,384,1.000,bicubic,+2.429,+0.133,+12
convnext_xxlarge.clip_laion2b_soup_ft_in1k,90.642,9.358,98.806,1.194,846.47,256,1.000,bicubic,+2.038,+0.099,-3
convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,90.633,9.367,98.755,1.245,200.13,384,1.000,bicubic,+2.785,+0.309,+24
volo_d5_512.sail_in1k,90.614,9.386,98.698,1.302,296.09,512,1.150,bicubic,+3.556,+0.728,+48
beit_large_patch16_384.in22k_ft_in22k_in1k,90.606,9.394,98.766,1.234,305.00,384,1.000,bicubic,+2.204,+0.158,-1
maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,90.584,9.416,98.617,1.383,116.14,384,1.000,bicubic,+2.756,+0.245,+22
volo_d5_448.sail_in1k,90.580,9.420,98.685,1.315,295.91,448,1.150,bicubic,+3.628,+0.747,+52
tf_efficientnet_l2.ns_jft_in1k,90.561,9.439,98.775,1.226,480.31,800,0.960,bicubic,+2.209,+0.127,-2
maxvit_base_tf_512.in21k_ft_in1k,90.559,9.441,98.702,1.298,119.88,512,1.000,bicubic,+2.341,+0.174,+6
eva_large_patch14_196.in22k_ft_in22k_in1k,90.555,9.445,98.698,1.302,304.14,196,1.000,bicubic,+1.979,+0.040,-8
vit_large_patch14_clip_336.openai_ft_in12k_in1k,90.544,9.456,98.687,1.313,304.53,336,1.000,bicubic,+2.276,+0.161,-2
convnextv2_huge.fcmae_ft_in22k_in1k_512,90.542,9.458,98.710,1.290,660.29,512,1.000,bicubic,+1.684,-0.038,-17
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,90.540,9.460,98.806,1.194,200.13,320,1.000,bicubic,+2.582,+0.331,+8
tf_efficientnet_l2.ns_jft_in1k_475,90.537,9.463,98.710,1.290,480.31,475,0.936,bicubic,+2.303,+0.164,-2
eva_large_patch14_196.in22k_ft_in1k,90.533,9.467,98.772,1.228,304.14,196,1.000,bicubic,+2.599,+0.274,+7
volo_d4_448.sail_in1k,90.512,9.488,98.591,1.409,193.41,448,1.150,bicubic,+3.720,+0.707,+52
vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,90.501,9.499,98.631,1.369,632.46,336,1.000,bicubic,+1.909,-0.031,-16
maxvit_xlarge_tf_512.in21k_ft_in1k,90.499,9.501,98.576,1.424,475.77,512,1.000,bicubic,+1.961,-0.068,-15
convnextv2_huge.fcmae_ft_in22k_in1k_384,90.497,9.503,98.695,1.304,660.29,384,1.000,bicubic,+1.827,-0.043,-22
convnext_xlarge.fb_in22k_ft_in1k_384,90.495,9.505,98.768,1.232,350.20,384,1.000,bicubic,+2.743,+0.212,+9
caformer_m36.sail_in22k_ft_in1k_384,90.458,9.542,98.668,1.332,56.20,384,1.000,bicubic,+3.008,+0.360,+18
convformer_b36.sail_in22k_ft_in1k_384,90.448,9.552,98.772,1.228,99.88,384,1.000,bicubic,+2.846,+0.338,+10
maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,90.444,9.556,98.749,1.251,116.09,384,1.000,bicubic,+2.980,+0.375,+14
caformer_b36.sail_in22k_ft_in1k,90.431,9.569,98.764,1.236,98.75,224,1.000,bicubic,+3.009,+0.438,+16
vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,90.428,9.572,98.640,1.360,304.53,336,1.000,bicubic,+2.251,+0.070,-8
vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,90.418,9.582,98.644,1.356,632.05,224,1.000,bicubic,+2.162,+0.092,-16
swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,90.407,9.593,98.734,1.266,87.92,384,1.000,bicubic,+3.311,+0.500,+23
vit_large_patch14_clip_224.openai_ft_in12k_in1k,90.379,9.621,98.659,1.341,304.20,224,1.000,bicubic,+2.203,+0.115,-11
maxvit_xlarge_tf_384.in21k_ft_in1k,90.379,9.621,98.582,1.418,475.32,384,1.000,bicubic,+2.065,+0.038,-21
coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,90.377,9.623,98.648,1.351,73.88,384,1.000,bicubic,+2.995,+0.337,+12
beit_base_patch16_384.in22k_ft_in22k_in1k,90.367,9.633,98.725,1.275,86.74,384,1.000,bicubic,+3.567,+0.589,+35
convnextv2_large.fcmae_ft_in22k_in1k_384,90.367,9.633,98.663,1.337,197.96,384,1.000,bicubic,+2.169,+0.135,-16
maxvit_large_tf_512.in21k_ft_in1k,90.362,9.638,98.642,1.358,212.33,512,1.000,bicubic,+2.136,+0.044,-19
maxvit_base_tf_384.in21k_ft_in1k,90.360,9.640,98.683,1.317,119.65,384,1.000,bicubic,+2.438,+0.139,-12
convnextv2_base.fcmae_ft_in22k_in1k_384,90.360,9.640,98.670,1.330,88.72,384,1.000,bicubic,+2.716,+0.254,-3
beitv2_large_patch16_224.in1k_ft_in22k_in1k,90.354,9.646,98.587,1.413,304.43,224,0.950,bicubic,+1.960,-0.011,-31
vit_large_patch14_clip_336.laion2b_ft_in1k,90.332,9.668,98.597,1.403,304.53,336,1.000,bicubic,+2.476,+0.229,-12
convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,90.330,9.670,98.770,1.230,88.59,384,1.000,bicubic,+3.196,+0.548,+10
maxvit_large_tf_384.in21k_ft_in1k,90.315,9.685,98.687,1.313,212.03,384,1.000,bicubic,+2.329,+0.119,-19
vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,90.311,9.689,98.668,1.332,304.20,224,1.000,bicubic,+2.419,+0.258,-16
convnext_large_mlp.clip_laion2b_augreg_ft_in1k,90.309,9.691,98.651,1.349,200.13,256,1.000,bicubic,+2.975,+0.433,+2
vit_large_patch14_clip_224.openai_ft_in1k,90.309,9.691,98.640,1.360,304.20,224,1.000,bicubic,+2.457,+0.214,-16
caformer_s36.sail_in22k_ft_in1k_384,90.305,9.695,98.794,1.206,39.30,384,1.000,bicubic,+3.449,+0.582,+19
convnext_base.fb_in22k_ft_in1k_384,90.283,9.717,98.800,1.200,88.59,384,1.000,bicubic,+3.487,+0.536,+23
convnext_large.fb_in22k_ft_in1k_384,90.279,9.721,98.659,1.341,197.77,384,1.000,bicubic,+2.807,+0.273,-9
deit3_large_patch16_384.fb_in22k_ft_in1k,90.247,9.753,98.625,1.375,304.76,384,1.000,bicubic,+2.527,+0.113,-16
dm_nfnet_f6.dm_in1k,90.241,9.759,98.625,1.375,438.36,576,0.956,bicubic,+3.879,+0.729,+43
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,90.226,9.774,98.766,1.234,93.59,320,1.000,bicubic,+3.502,+0.590,+22
deit3_huge_patch14_224.fb_in22k_ft_in1k,90.226,9.774,98.640,1.360,632.13,224,1.000,bicubic,+3.040,+0.380,-1
regnety_320.swag_ft_in1k,90.219,9.781,98.764,1.236,145.05,384,1.000,bicubic,+3.383,+0.402,+14
vit_base_patch16_clip_384.laion2b_ft_in1k,90.213,9.787,98.704,1.296,86.86,384,1.000,bicubic,+3.593,+0.696,+22
vit_large_patch16_384.augreg_in21k_ft_in1k,90.213,9.787,98.661,1.339,304.72,384,1.000,bicubic,+3.129,+0.359,-1
convformer_m36.sail_in22k_ft_in1k_384,90.204,9.796,98.651,1.349,57.05,384,1.000,bicubic,+3.312,+0.535,+8
convnextv2_huge.fcmae_ft_in1k,90.204,9.796,98.548,1.452,660.29,288,1.000,bicubic,+3.624,+0.576,+22
tf_efficientnetv2_l.in21k_ft_in1k,90.202,9.798,98.719,1.281,118.52,480,1.000,bicubic,+3.400,+0.583,+10
vit_base_patch16_clip_384.openai_ft_in12k_in1k,90.200,9.800,98.651,1.349,86.86,384,0.950,bicubic,+3.176,+0.471,-2
convformer_b36.sail_in22k_ft_in1k,90.189,9.811,98.695,1.304,99.88,224,1.000,bicubic,+3.191,+0.523,-3
vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,90.189,9.811,98.585,1.415,86.86,384,1.000,bicubic,+2.981,+0.550,-13
cait_m48_448.fb_dist_in1k,90.189,9.811,98.484,1.516,356.46,448,1.000,bicubic,+3.697,+0.732,+25
vit_huge_patch14_clip_224.laion2b_ft_in1k,90.181,9.819,98.544,1.456,632.05,224,1.000,bicubic,+2.593,+0.326,-27
volo_d3_448.sail_in1k,90.174,9.826,98.550,1.450,86.63,448,1.000,bicubic,+3.674,+0.840,+20
swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,90.157,9.843,98.614,1.386,196.74,384,1.000,bicubic,+2.693,+0.364,-24
beit_large_patch16_224.in22k_ft_in22k_in1k,90.149,9.851,98.725,1.275,304.43,224,0.900,bicubic,+2.671,+0.421,-28
beitv2_large_patch16_224.in1k_ft_in1k,90.100,9.900,98.439,1.561,304.43,224,0.950,bicubic,+2.688,+0.205,-23
tf_efficientnet_b7.ns_jft_in1k,90.098,9.902,98.617,1.383,66.35,600,0.949,bicubic,+3.258,+0.523,-2
vit_large_patch14_clip_224.laion2b_ft_in1k,90.098,9.902,98.557,1.443,304.20,224,1.000,bicubic,+2.816,+0.311,-21
convnextv2_base.fcmae_ft_in22k_in1k,90.068,9.932,98.676,1.324,88.72,288,1.000,bicubic,+3.070,+0.508,-11
convnext_xlarge.fb_in22k_ft_in1k,90.066,9.934,98.619,1.381,350.20,288,1.000,bicubic,+2.736,+0.291,-24
caformer_b36.sail_in1k_384,90.063,9.937,98.514,1.486,98.75,384,1.000,bicubic,+3.655,+0.700,+18
cait_m36_384.fb_dist_in1k,90.051,9.949,98.495,1.505,271.22,384,1.000,bicubic,+3.991,+0.765,+39
convnextv2_large.fcmae_ft_in22k_in1k,90.034,9.966,98.629,1.371,197.96,288,1.000,bicubic,+2.550,+0.273,-37
seresnextaa101d_32x8d.sw_in12k_ft_in1k,90.029,9.971,98.685,1.315,93.59,288,1.000,bicubic,+3.545,+0.655,+11
tf_efficientnetv2_m.in21k_ft_in1k,90.023,9.977,98.666,1.334,54.14,480,1.000,bicubic,+4.023,+0.720,+38
convformer_s36.sail_in22k_ft_in1k_384,90.023,9.977,98.619,1.381,40.01,384,1.000,bicubic,+3.645,+0.635,+15
swin_large_patch4_window12_384.ms_in22k_ft_in1k,90.019,9.981,98.661,1.339,196.74,384,1.000,bicubic,+2.887,+0.427,-26
deit3_large_patch16_224.fb_in22k_ft_in1k,90.008,9.992,98.661,1.339,304.37,224,1.000,bicubic,+3.026,+0.425,-19
convnext_base.clip_laiona_augreg_ft_in1k_384,90.001,9.998,98.548,1.452,88.59,384,1.000,bicubic,+3.499,+0.580,+3
swin_base_patch4_window12_384.ms_in22k_ft_in1k,89.997,10.003,98.700,1.300,87.90,384,1.000,bicubic,+3.559,+0.634,+8
vit_base_patch16_384.augreg_in21k_ft_in1k,89.989,10.011,98.678,1.322,86.86,384,1.000,bicubic,+3.993,+0.676,+34
maxvit_base_tf_512.in1k,89.974,10.026,98.435,1.565,119.88,512,1.000,bicubic,+3.372,+0.517,-6
caformer_m36.sail_in1k_384,89.933,10.067,98.454,1.546,56.20,384,1.000,bicubic,+3.767,+0.634,+20
convnextv2_large.fcmae_ft_in1k,89.931,10.069,98.559,1.441,197.96,288,1.000,bicubic,+3.813,+0.737,+22
maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,89.927,10.073,98.414,1.586,116.14,224,0.950,bicubic,+3.033,+0.400,-23
swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,89.925,10.075,98.505,1.494,196.74,256,0.900,bicubic,+2.973,+0.400,-26
regnety_160.swag_ft_in1k,89.918,10.082,98.646,1.354,83.59,384,1.000,bicubic,+3.908,+0.592,+26
convnext_small.fb_in22k_ft_in1k_384,89.916,10.084,98.685,1.315,50.22,384,1.000,bicubic,+4.138,+0.795,+41
efficientnet_b5.sw_in12k_ft_in1k,89.910,10.090,98.567,1.433,30.39,448,1.000,bicubic,+4.018,+0.831,+32
deit3_base_patch16_384.fb_in22k_ft_in1k,89.891,10.110,98.602,1.399,86.88,384,1.000,bicubic,+3.153,+0.487,-18
xcit_large_24_p8_384.fb_dist_in1k,89.886,10.114,98.384,1.616,188.93,384,1.000,bicubic,+3.890,+0.694,+25
volo_d5_224.sail_in1k,89.880,10.120,98.490,1.510,295.46,224,0.960,bicubic,+3.810,+0.915,+18
convnext_large.fb_in22k_ft_in1k,89.876,10.124,98.593,1.407,197.77,288,1.000,bicubic,+2.850,+0.389,-38
swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,89.867,10.133,98.644,1.356,87.92,256,0.900,bicubic,+3.599,+0.762,+2
convnext_base.fb_in22k_ft_in1k,89.858,10.142,98.691,1.309,88.59,288,1.000,bicubic,+3.584,+0.599,0
caformer_m36.sail_in22k_ft_in1k,89.854,10.146,98.585,1.415,56.20,224,1.000,bicubic,+3.260,+0.561,-19
cait_s36_384.fb_dist_in1k,89.835,10.165,98.427,1.573,68.37,384,1.000,bicubic,+4.381,+0.949,+52
coatnet_2_rw_224.sw_in12k_ft_in1k,89.831,10.169,98.527,1.473,73.87,224,0.950,bicubic,+3.263,+0.633,-19
convformer_m36.sail_in22k_ft_in1k,89.818,10.182,98.548,1.452,57.05,224,1.000,bicubic,+3.672,+0.698,+6
xcit_medium_24_p8_384.fb_dist_in1k,89.816,10.184,98.365,1.635,84.32,384,1.000,bicubic,+4.000,+0.773,+25
convnext_base.clip_laion2b_augreg_ft_in12k_in1k,89.811,10.188,98.668,1.332,88.59,256,1.000,bicubic,+3.441,+0.684,-10
volo_d4_224.sail_in1k,89.811,10.188,98.427,1.573,192.96,224,0.960,bicubic,+3.939,+0.955,+20
maxvit_large_tf_512.in1k,89.799,10.201,98.330,1.670,212.33,512,1.000,bicubic,+3.273,+0.450,-23
vit_large_r50_s32_384.augreg_in21k_ft_in1k,89.792,10.208,98.520,1.480,329.09,384,1.000,bicubic,+3.610,+0.598,-3
volo_d2_384.sail_in1k,89.788,10.212,98.403,1.597,58.87,384,1.000,bicubic,+3.746,+0.829,+7
swin_large_patch4_window7_224.ms_in22k_ft_in1k,89.786,10.214,98.640,1.360,196.53,224,0.900,bicubic,+3.474,+0.738,-13
tf_efficientnet_b6.ns_jft_in1k,89.782,10.218,98.508,1.492,43.04,528,0.942,bicubic,+3.326,+0.624,-20
coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,89.775,10.225,98.469,1.531,73.88,224,0.950,bicubic,+3.271,+0.575,-27
tf_efficientnetv2_xl.in21k_ft_in1k,89.771,10.229,98.288,1.712,208.12,512,1.000,bicubic,+3.023,+0.274,-38
maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,89.752,10.248,98.484,1.516,116.09,224,0.950,bicubic,+3.110,+0.464,-36
beitv2_base_patch16_224.in1k_ft_in22k_in1k,89.743,10.257,98.585,1.415,86.53,224,0.900,bicubic,+3.269,+0.532,-25
dm_nfnet_f5.dm_in1k,89.741,10.259,98.441,1.559,377.21,544,0.954,bicubic,+3.643,+0.753,-5
dm_nfnet_f4.dm_in1k,89.737,10.263,98.409,1.591,316.07,512,0.951,bicubic,+3.901,+0.745,+10
xcit_small_24_p8_384.fb_dist_in1k,89.735,10.265,98.420,1.580,47.63,384,1.000,bicubic,+4.181,+0.850,+28
regnety_160.lion_in12k_ft_in1k,89.724,10.276,98.608,1.392,83.59,288,1.000,bicubic,+3.738,+0.772,+2
caformer_s18.sail_in22k_ft_in1k_384,89.720,10.280,98.580,1.420,26.34,384,1.000,bicubic,+4.306,+0.878,+36
vit_base_patch8_224.augreg2_in21k_ft_in1k,89.718,10.283,98.510,1.490,86.58,224,0.900,bicubic,+3.499,+0.678,-20
convformer_m36.sail_in1k_384,89.718,10.283,98.435,1.565,57.05,384,1.000,bicubic,+4.138,+0.893,+24
vit_base_patch16_clip_384.openai_ft_in1k,89.707,10.293,98.508,1.492,86.86,384,1.000,bicubic,+3.503,+0.634,-20
caformer_s36.sail_in22k_ft_in1k,89.701,10.300,98.638,1.362,39.30,224,1.000,bicubic,+3.909,+0.814,+8
volo_d1_384.sail_in1k,89.698,10.302,98.290,1.710,26.78,384,1.000,bicubic,+4.454,+1.096,+45
deit3_large_patch16_384.fb_in1k,89.688,10.312,98.390,1.610,304.76,384,1.000,bicubic,+3.876,+0.792,+4
caformer_s36.sail_in1k_384,89.679,10.321,98.324,1.676,39.30,384,1.000,bicubic,+3.939,+0.652,+10
xcit_large_24_p16_384.fb_dist_in1k,89.662,10.338,98.403,1.597,189.10,384,1.000,bicubic,+3.908,+0.865,+7
convformer_b36.sail_in1k_384,89.658,10.342,98.379,1.621,99.88,384,1.000,bicubic,+3.916,+0.855,+7
tf_efficientnet_b5.ns_jft_in1k,89.651,10.349,98.482,1.518,30.39,456,0.934,bicubic,+3.563,+0.728,-18
dm_nfnet_f3.dm_in1k,89.647,10.353,98.463,1.537,254.92,416,0.940,bicubic,+3.961,+0.893,+9
convnext_base.clip_laion2b_augreg_ft_in1k,89.645,10.355,98.463,1.537,88.59,256,1.000,bicubic,+3.487,+0.783,-24
regnety_2560.seer_ft_in1k,89.632,10.368,98.399,1.601,"1,282.60",384,1.000,bicubic,+4.480,+0.963,+47
convnext_small.in12k_ft_in1k_384,89.598,10.402,98.480,1.520,50.22,384,1.000,bicubic,+3.416,+0.558,-30
maxvit_base_tf_384.in1k,89.589,10.411,98.320,1.680,119.65,384,1.000,bicubic,+3.287,+0.522,-37
tf_efficientnet_b8.ap_in1k,89.579,10.421,98.305,1.695,87.41,672,0.954,bicubic,+4.215,+1.013,+28
regnety_160.sw_in12k_ft_in1k,89.570,10.430,98.546,1.454,83.59,288,1.000,bicubic,+3.584,+0.712,-15
vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,89.564,10.436,98.418,1.582,86.57,224,0.950,bicubic,+3.390,+0.662,-32
maxvit_tiny_tf_512.in1k,89.562,10.438,98.335,1.665,31.05,512,1.000,bicubic,+3.898,+0.751,+2
convformer_s18.sail_in22k_ft_in1k_384,89.553,10.447,98.531,1.469,26.77,384,1.000,bicubic,+4.555,+0.961,+55
volo_d3_224.sail_in1k,89.553,10.447,98.373,1.627,86.33,224,0.960,bicubic,+4.139,+1.097,+16
maxvit_large_tf_384.in1k,89.553,10.447,98.183,1.817,212.03,384,1.000,bicubic,+3.325,+0.493,-40
tf_efficientnetv2_l.in1k,89.540,10.460,98.339,1.661,118.52,480,1.000,bicubic,+3.876,+0.865,-1
flexivit_large.1200ep_in1k,89.534,10.466,98.414,1.586,304.36,240,0.950,bicubic,+3.888,+0.872,-1
xcit_large_24_p8_224.fb_dist_in1k,89.517,10.483,98.217,1.783,188.93,224,1.000,bicubic,+4.115,+0.815,+14
flexivit_large.600ep_in1k,89.508,10.492,98.392,1.608,304.36,240,0.950,bicubic,+3.970,+0.904,+2
xcit_small_12_p8_384.fb_dist_in1k,89.508,10.492,98.307,1.693,26.21,384,1.000,bicubic,+4.430,+1.025,+41
cait_s24_384.fb_dist_in1k,89.504,10.496,98.362,1.638,47.06,384,1.000,bicubic,+4.456,+1.016,+43
convformer_s36.sail_in22k_ft_in1k,89.496,10.505,98.454,1.546,40.01,224,1.000,bicubic,+4.082,+0.886,+8
convnextv2_tiny.fcmae_ft_in22k_in1k_384,89.485,10.515,98.484,1.516,28.64,384,1.000,bicubic,+4.379,+0.856,+33
convformer_s36.sail_in1k_384,89.481,10.520,98.369,1.631,40.01,384,1.000,bicubic,+4.103,+0.893,+10
xcit_medium_24_p16_384.fb_dist_in1k,89.481,10.520,98.296,1.704,84.40,384,1.000,bicubic,+4.059,+0.890,+3
convnext_tiny.in12k_ft_in1k_384,89.472,10.528,98.505,1.494,28.59,384,1.000,bicubic,+4.350,+0.900,+28
deit3_base_patch16_224.fb_in22k_ft_in1k,89.446,10.554,98.557,1.443,86.59,224,1.000,bicubic,+3.746,+0.811,-15
vit_base_patch16_224.augreg2_in21k_ft_in1k,89.444,10.556,98.441,1.559,86.57,224,0.900,bicubic,+4.348,+0.911,+31
maxvit_small_tf_512.in1k,89.442,10.558,98.356,1.644,69.13,512,1.000,bicubic,+3.360,+0.592,-43
vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,89.440,10.560,98.403,1.597,88.34,448,1.000,bicubic,+3.662,+0.765,-23
regnety_120.sw_in12k_ft_in1k,89.436,10.564,98.537,1.462,51.82,288,1.000,bicubic,+4.036,+0.956,+2
vit_base_patch8_224.augreg_in21k_ft_in1k,89.436,10.564,98.484,1.516,86.58,224,0.900,bicubic,+3.638,+0.694,-28
deit_base_distilled_patch16_384.fb_in1k,89.434,10.566,98.439,1.561,87.63,384,1.000,bicubic,+4.008,+1.109,-6
tf_efficientnet_b7.ap_in1k,89.429,10.571,98.345,1.655,66.35,600,0.949,bicubic,+4.307,+1.093,+21
vit_base_patch16_clip_224.laion2b_ft_in1k,89.427,10.573,98.469,1.531,86.57,224,1.000,bicubic,+3.961,+0.895,-10
convnextv2_base.fcmae_ft_in1k,89.421,10.579,98.360,1.640,88.72,288,1.000,bicubic,+3.947,+0.976,-12
caformer_b36.sail_in1k,89.410,10.590,98.222,1.778,98.75,224,1.000,bicubic,+3.904,+0.912,-14
vit_base_patch16_clip_224.openai_ft_in12k_in1k,89.401,10.598,98.394,1.606,86.57,224,0.950,bicubic,+3.462,+0.666,-42
hrnet_w48_ssld.paddle_in1k,89.401,10.598,98.379,1.621,77.47,288,1.000,bilinear,+4.924,+1.145,+68
beit_base_patch16_224.in22k_ft_in22k_in1k,89.395,10.605,98.529,1.471,86.53,224,0.900,bicubic,+4.183,+0.871,+8
regnetz_e8.ra3_in1k,89.378,10.622,98.459,1.542,57.70,320,1.000,bicubic,+4.342,+1.186,+24
deit3_small_patch16_384.fb_in22k_ft_in1k,89.363,10.637,98.382,1.618,22.21,384,1.000,bicubic,+4.539,+0.894,+38
vit_medium_patch16_gap_384.sw_in12k_ft_in1k,89.348,10.652,98.490,1.510,39.03,384,0.950,bicubic,+3.816,+0.852,-23
tf_efficientnetv2_m.in1k,89.348,10.652,98.326,1.674,54.14,480,1.000,bicubic,+4.144,+0.962,+5
tf_efficientnet_b8.ra_in1k,89.348,10.652,98.305,1.695,87.41,672,0.954,bicubic,+3.980,+0.911,-8
tf_efficientnet_b6.ap_in1k,89.344,10.656,98.283,1.717,43.04,528,0.942,bicubic,+4.558,+1.147,+37
volo_d2_224.sail_in1k,89.335,10.665,98.213,1.787,58.68,224,0.960,bicubic,+4.133,+1.023,+3
caformer_s18.sail_in1k_384,89.331,10.669,98.294,1.706,26.34,384,1.000,bicubic,+4.305,+0.936,+18
eva02_small_patch14_336.mim_in22k_ft_in1k,89.327,10.673,98.379,1.621,22.13,336,1.000,bicubic,+3.611,+0.747,-38
vit_large_patch16_224.augreg_in21k_ft_in1k,89.318,10.682,98.394,1.606,304.33,224,0.900,bicubic,+3.484,+0.576,-49
flexivit_large.300ep_in1k,89.305,10.694,98.324,1.676,304.36,240,0.950,bicubic,+4.015,+0.924,-11
tf_efficientnet_b4.ns_jft_in1k,89.301,10.699,98.343,1.657,19.34,380,0.922,bicubic,+4.139,+0.873,0
convnext_small.fb_in22k_ft_in1k,89.299,10.701,98.358,1.642,50.22,288,1.000,bicubic,+4.037,+0.676,-11
xcit_small_24_p16_384.fb_dist_in1k,89.295,10.705,98.326,1.674,47.67,384,1.000,bicubic,+4.205,+1.014,+6
xcit_medium_24_p8_224.fb_dist_in1k,89.293,10.707,98.185,1.815,84.32,224,1.000,bicubic,+4.219,+0.911,+7
beitv2_base_patch16_224.in1k_ft_in1k,89.271,10.729,98.262,1.738,86.53,224,0.900,bicubic,+3.677,+0.756,-39
deit3_huge_patch14_224.fb_in1k,89.218,10.782,98.164,1.836,632.13,224,0.900,bicubic,+3.994,+0.804,-11
coat_lite_medium_384.in1k,89.209,10.791,98.219,1.781,44.57,384,1.000,bicubic,+4.331,+0.847,+18
xcit_small_24_p8_224.fb_dist_in1k,89.199,10.801,98.243,1.757,47.63,224,1.000,bicubic,+4.331,+1.053,+18
xcit_small_12_p16_384.fb_dist_in1k,89.197,10.803,98.217,1.783,26.25,384,1.000,bicubic,+4.485,+1.099,+26
vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,89.194,10.806,98.356,1.644,88.30,384,1.000,bicubic,+3.828,+0.700,-25
dm_nfnet_f2.dm_in1k,89.192,10.808,98.228,1.772,193.78,352,0.920,bicubic,+3.998,+0.882,-11
swin_base_patch4_window7_224.ms_in22k_ft_in1k,89.173,10.827,98.433,1.567,87.77,224,0.900,bicubic,+3.901,+0.869,-22
vit_base_patch16_clip_224.openai_ft_in1k,89.167,10.833,98.269,1.732,86.57,224,0.900,bicubic,+3.875,+0.831,-25
eca_nfnet_l2.ra3_in1k,89.147,10.852,98.315,1.685,56.72,384,1.000,bicubic,+4.445,+1.133,+21
cait_xs24_384.fb_dist_in1k,89.147,10.852,98.292,1.708,26.67,384,1.000,bicubic,+5.085,+1.408,+83
convformer_s18.sail_in1k_384,89.124,10.876,98.127,1.873,26.77,384,1.000,bicubic,+4.722,+1.016,+55
maxvit_tiny_tf_384.in1k,89.109,10.891,98.211,1.789,30.98,384,1.000,bicubic,+4.009,+0.833,-12
maxvit_small_tf_384.in1k,89.109,10.891,98.164,1.836,69.02,384,1.000,bicubic,+3.569,+0.702,-48
resnext101_32x32d.fb_wsl_ig1b_ft_in1k,89.107,10.893,98.189,1.810,468.53,224,0.875,bilinear,+4.009,+0.751,-12
tf_efficientnet_b7.ra_in1k,89.083,10.917,98.185,1.815,66.35,600,0.949,bicubic,+4.151,+0.977,+1
ecaresnet269d.ra2_in1k,89.073,10.927,98.234,1.766,102.09,352,1.000,bicubic,+4.107,+1.012,-2
regnety_1280.seer_ft_in1k,89.064,10.936,98.157,1.843,644.81,384,1.000,bicubic,+4.632,+1.065,+41
vit_base_patch32_clip_384.openai_ft_in12k_in1k,89.051,10.949,98.279,1.721,88.30,384,0.950,bicubic,+3.835,+0.873,-27
xcit_large_24_p16_224.fb_dist_in1k,89.045,10.955,98.059,1.941,189.10,224,1.000,bicubic,+4.129,+0.929,-1
convnext_small.in12k_ft_in1k,89.024,10.976,98.243,1.757,50.22,288,1.000,bicubic,+3.694,+0.697,-38
dm_nfnet_f1.dm_in1k,89.019,10.981,98.254,1.746,132.63,320,0.910,bicubic,+4.317,+0.987,+11
resmlp_big_24_224.fb_in22k_ft_in1k,89.019,10.981,98.215,1.785,129.14,224,0.875,bicubic,+4.621,+1.103,+45
xcit_small_12_p8_224.fb_dist_in1k,89.011,10.989,98.076,1.924,26.21,224,1.000,bicubic,+4.775,+1.204,+56
convnext_large.fb_in1k,88.994,11.006,98.040,1.960,197.77,288,1.000,bicubic,+4.148,+0.826,-1
caformer_m36.sail_in1k,88.990,11.011,98.016,1.984,56.20,224,1.000,bicubic,+3.758,+0.816,-36
efficientnetv2_rw_m.agc_in1k,88.987,11.013,98.217,1.783,53.24,416,1.000,bicubic,+4.175,+1.067,0
regnety_1280.swag_lc_in1k,88.951,11.049,98.230,1.770,644.81,224,0.965,bicubic,+2.969,+0.380,-87
regnetz_d8_evos.ch_in1k,88.951,11.049,98.181,1.819,23.46,320,1.000,bicubic,+4.825,+1.169,+59
regnetz_040_h.ra3_in1k,88.949,11.051,98.209,1.791,28.94,320,1.000,bicubic,+4.457,+1.451,+19
edgenext_base.in21k_ft_in1k,88.942,11.057,98.279,1.721,18.51,320,1.000,bicubic,+4.888,+1.083,+65
tf_efficientnet_b5.ap_in1k,88.940,11.060,98.164,1.836,30.39,456,0.934,bicubic,+4.682,+1.190,+44
mvitv2_large.fb_in1k,88.936,11.064,97.965,2.035,217.99,224,0.900,bicubic,+3.692,+0.751,-44
caformer_s18.sail_in22k_ft_in1k,88.932,11.068,98.311,1.689,26.34,224,1.000,bicubic,+4.856,+1.113,+58
deit3_base_patch16_384.fb_in1k,88.923,11.077,98.042,1.958,86.88,384,1.000,bicubic,+3.851,+0.790,-27
deit3_medium_patch16_224.fb_in22k_ft_in1k,88.921,11.079,98.294,1.706,38.85,224,1.000,bicubic,+4.369,+1.106,+4
volo_d1_224.sail_in1k,88.915,11.085,98.027,1.973,26.63,224,0.960,bicubic,+4.753,+1.251,+50
convnext_tiny.in12k_ft_in1k,88.906,11.094,98.309,1.691,28.59,288,1.000,bicubic,+4.456,+0.969,+15
tf_efficientnetv2_s.in21k_ft_in1k,88.898,11.102,98.277,1.723,21.46,384,1.000,bicubic,+4.610,+1.025,+34
vit_base_patch16_224.augreg_in21k_ft_in1k,88.870,11.130,98.230,1.770,86.57,224,0.900,bicubic,+4.338,+0.938,+3
convnext_tiny.fb_in22k_ft_in1k_384,88.855,11.145,98.296,1.704,28.59,384,1.000,bicubic,+4.767,+1.152,+50
regnetz_d8.ra3_in1k,88.853,11.147,98.189,1.810,23.37,320,1.000,bicubic,+4.799,+1.194,+55
convformer_b36.sail_in1k,88.851,11.149,97.878,2.122,99.88,224,1.000,bicubic,+4.033,+0.932,-17
coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,88.842,11.158,97.869,2.131,41.72,224,0.950,bicubic,+3.932,+0.911,-24
resnetrs420.tf_in1k,88.838,11.162,98.031,1.968,191.89,416,1.000,bicubic,+3.832,+0.907,-33
resnext101_32x16d.fb_wsl_ig1b_ft_in1k,88.834,11.166,98.051,1.949,194.03,224,0.875,bilinear,+4.668,+0.853,+40
resnetrs270.tf_in1k,88.829,11.171,98.136,1.864,129.86,352,1.000,bicubic,+4.401,+1.168,+14
vit_small_r26_s32_384.augreg_in21k_ft_in1k,88.817,11.184,98.343,1.657,36.47,384,1.000,bicubic,+4.769,+1.015,+49
swin_small_patch4_window7_224.ms_in22k_ft_in1k,88.817,11.184,98.328,1.672,49.61,224,0.900,bicubic,+5.519,+1.364,+122
vit_base_r50_s16_384.orig_in21k_ft_in1k,88.806,11.194,98.232,1.768,98.95,384,1.000,bicubic,+3.830,+0.942,-36
xcit_medium_24_p16_224.fb_dist_in1k,88.806,11.194,98.038,1.962,84.40,224,1.000,bicubic,+4.520,+1.106,+23
tf_efficientnet_b7.aa_in1k,88.804,11.196,98.057,1.943,66.35,600,0.949,bicubic,+4.390,+1.151,+13
maxxvit_rmlp_small_rw_256.sw_in1k,88.795,11.205,98.064,1.937,66.01,256,0.950,bicubic,+4.171,+0.996,-17
seresnet152d.ra2_in1k,88.787,11.213,98.172,1.828,66.84,320,1.000,bicubic,+4.427,+1.132,+15
xcit_tiny_24_p8_384.fb_dist_in1k,88.787,11.213,98.155,1.845,12.11,384,1.000,bicubic,+5.041,+1.445,+71
convformer_m36.sail_in1k,88.787,11.213,97.767,2.233,57.05,224,1.000,bicubic,+4.293,+0.901,-6
resnext101_32x8d.fb_swsl_ig1b_ft_in1k,88.782,11.218,98.151,1.849,88.79,224,0.875,bilinear,+4.480,+0.975,+15
resnetrs200.tf_in1k,88.763,11.237,98.115,1.885,93.21,320,1.000,bicubic,+4.319,+1.033,-3
convnext_base.fb_in1k,88.763,11.237,97.920,2.080,88.59,288,1.000,bicubic,+4.335,+0.952,+2
deit3_large_patch16_224.fb_in1k,88.763,11.237,97.920,2.080,304.37,224,0.900,bicubic,+3.987,+0.882,-30
tf_efficientnet_b6.aa_in1k,88.759,11.241,98.066,1.934,43.04,528,0.942,bicubic,+4.643,+1.186,+29
resnetrs350.tf_in1k,88.757,11.243,98.031,1.968,163.96,384,1.000,bicubic,+4.043,+1.039,-32
rexnetr_300.sw_in12k_ft_in1k,88.746,11.254,98.339,1.661,34.81,288,1.000,bicubic,+4.202,+1.083,-22
caformer_s36.sail_in1k,88.746,11.254,98.023,1.977,39.30,224,1.000,bicubic,+4.238,+1.027,-16
convnextv2_tiny.fcmae_ft_in22k_in1k,88.744,11.256,98.194,1.806,28.64,288,1.000,bicubic,+4.328,+0.934,-1
vit_base_patch16_224_miil.in21k_ft_in1k,88.740,11.260,98.025,1.975,86.54,224,0.875,bilinear,+4.474,+1.221,+9
edgenext_base.usi_in1k,88.735,11.265,98.147,1.853,18.51,320,1.000,bicubic,+4.777,+1.377,+36
regnetz_040.ra3_in1k,88.731,11.269,98.091,1.909,27.12,320,1.000,bicubic,+4.491,+1.159,+11
convformer_s18.sail_in22k_ft_in1k,88.727,11.273,98.194,1.806,26.77,224,1.000,bicubic,+4.989,+1.146,+60
resnetv2_152x2_bit.goog_in21k_ft_in1k,88.725,11.275,98.311,1.689,236.34,448,1.000,bilinear,+4.215,+1.319,-25
regnety_160.deit_in1k,88.703,11.297,98.068,1.932,83.59,288,1.000,bicubic,+5.013,+1.286,+64
davit_base.msft_in1k,88.701,11.299,97.874,2.127,87.95,224,0.950,bicubic,+4.059,+0.854,-37
regnety_640.seer_ft_in1k,88.674,11.326,98.166,1.834,281.38,384,1.000,bicubic,+4.766,+1.244,+33
vit_small_patch16_384.augreg_in21k_ft_in1k,88.652,11.348,98.230,1.770,22.20,384,1.000,bicubic,+4.850,+1.132,+45
regnetz_d32.ra3_in1k,88.652,11.348,98.078,1.922,27.58,320,0.950,bicubic,+4.630,+1.210,+25
flexivit_base.1200ep_in1k,88.648,11.352,97.935,2.065,86.59,240,0.950,bicubic,+3.970,+0.939,-42
mvitv2_base.fb_in1k,88.644,11.356,97.826,2.174,51.47,224,0.900,bicubic,+4.194,+0.968,-23
regnety_080.ra3_in1k,88.635,11.365,97.965,2.035,39.18,288,1.000,bicubic,+4.709,+1.075,+26
vit_medium_patch16_gap_256.sw_in12k_ft_in1k,88.633,11.367,98.189,1.810,38.86,256,0.950,bicubic,+4.187,+1.346,-24
davit_small.msft_in1k,88.631,11.369,97.953,2.047,49.75,224,0.950,bicubic,+4.379,+1.013,-3
eca_nfnet_l1.ra2_in1k,88.624,11.376,98.132,1.868,41.41,320,1.000,bicubic,+4.614,+1.106,+20
swinv2_base_window16_256.ms_in1k,88.586,11.414,97.908,2.092,87.92,256,0.900,bicubic,+3.986,+0.818,-44
maxvit_base_tf_224.in1k,88.584,11.416,97.848,2.152,119.47,224,0.950,bicubic,+3.724,+0.860,-60
regnety_320.seer_ft_in1k,88.573,11.427,98.106,1.894,145.05,384,1.000,bicubic,+5.239,+1.400,+83
resnetaa101d.sw_in12k_ft_in1k,88.573,11.427,98.076,1.924,44.57,288,1.000,bicubic,+4.449,+0.970,+4
resnetv2_152x4_bit.goog_in21k_ft_in1k,88.554,11.446,98.192,1.808,936.53,480,1.000,bilinear,+3.638,+0.754,-69
resnet200d.ra2_in1k,88.554,11.446,97.961,2.039,64.69,320,1.000,bicubic,+4.590,+1.137,+16
xcit_small_24_p16_224.fb_dist_in1k,88.545,11.455,98.004,1.996,47.67,224,1.000,bicubic,+4.671,+1.268,+21
flexivit_base.600ep_in1k,88.545,11.455,97.933,2.067,86.59,240,0.950,bicubic,+4.023,+0.997,-44
seresnextaa101d_32x8d.ah_in1k,88.537,11.463,98.002,1.998,93.59,288,1.000,bicubic,+3.971,+0.926,-51
maxvit_rmlp_small_rw_224.sw_in1k,88.522,11.478,97.773,2.227,64.90,224,0.900,bicubic,+4.030,+0.763,-41
resnest269e.in1k,88.520,11.480,98.027,1.973,110.93,416,0.928,bicubic,+4.010,+0.593,-46
coatnet_rmlp_2_rw_224.sw_in1k,88.513,11.487,97.566,2.434,73.88,224,0.950,bicubic,+3.907,+0.826,-56
efficientformerv2_l.snap_dist_in1k,88.507,11.493,97.961,2.039,26.32,224,0.950,bicubic,+4.875,+1.401,+46
gcvit_base.in1k,88.501,11.499,97.769,2.231,90.32,224,0.875,bicubic,+4.055,+0.561,-39
swinv2_base_window8_256.ms_in1k,88.498,11.502,97.891,2.109,87.92,256,0.900,bicubic,+4.248,+0.967,-18
seresnext101_32x8d.ah_in1k,88.494,11.506,97.884,2.116,93.57,288,1.000,bicubic,+4.308,+1.010,-12
convformer_s36.sail_in1k,88.486,11.514,97.763,2.237,40.01,224,1.000,bicubic,+4.426,+1.017,-4
crossvit_18_dagger_408.in1k,88.479,11.521,97.895,2.105,44.61,408,1.000,bicubic,+4.281,+1.079,-15
flexivit_base.300ep_in1k,88.479,11.521,97.846,2.154,86.59,240,0.950,bicubic,+4.073,+0.960,-34
efficientnetv2_rw_s.ra2_in1k,88.475,11.525,97.978,2.022,23.94,384,1.000,bicubic,+4.667,+1.246,+18
resnetv2_101x3_bit.goog_in21k_ft_in1k,88.466,11.534,98.157,1.843,387.93,448,1.000,bilinear,+4.028,+0.775,-44
maxvit_large_tf_224.in1k,88.460,11.540,97.809,2.191,211.79,224,0.950,bicubic,+3.518,+0.839,-87
maxvit_small_tf_224.in1k,88.454,11.546,97.880,2.120,68.93,224,0.950,bicubic,+4.028,+1.056,-42
resnetv2_50x3_bit.goog_in21k_ft_in1k,88.447,11.553,98.200,1.800,217.32,448,1.000,bilinear,+4.427,+1.074,-5
cait_s24_224.fb_dist_in1k,88.443,11.557,97.961,2.039,46.92,224,1.000,bicubic,+5.001,+1.387,+47
resmlp_big_24_224.fb_distilled_in1k,88.441,11.559,97.938,2.062,129.14,224,0.875,bicubic,+4.849,+1.287,+37
regnetv_064.ra3_in1k,88.439,11.561,98.061,1.939,30.58,288,1.000,bicubic,+4.723,+1.317,+23
resnest200e.in1k,88.434,11.566,98.040,1.960,70.20,320,0.909,bicubic,+4.588,+1.156,+3
vit_large_r50_s32_224.augreg_in21k_ft_in1k,88.430,11.570,98.081,1.919,328.99,224,0.900,bicubic,+4.008,+0.911,-47
tf_efficientnet_b3.ns_jft_in1k,88.428,11.572,98.031,1.968,12.23,300,0.904,bicubic,+4.372,+1.113,-17
seresnext101d_32x8d.ah_in1k,88.428,11.572,97.961,2.039,93.59,288,1.000,bicubic,+4.070,+1.041,-40
swin_base_patch4_window12_384.ms_in1k,88.426,11.574,97.803,2.197,87.90,384,1.000,bicubic,+3.950,+0.911,-61
tf_efficientnetv2_s.in1k,88.409,11.591,97.927,2.073,21.46,384,1.000,bicubic,+4.509,+1.229,-7
convnext_small.fb_in1k,88.407,11.593,98.012,1.988,50.22,288,1.000,bicubic,+4.707,+1.204,+19
tf_efficientnet_b5.aa_in1k,88.407,11.593,97.931,2.069,30.39,456,0.934,bicubic,+4.719,+1.219,+20
regnety_320.swag_lc_in1k,88.398,11.602,98.117,1.883,145.05,224,0.965,bicubic,+3.852,+0.675,-76
vit_base_patch16_384.orig_in21k_ft_in1k,88.389,11.611,98.160,1.840,86.86,384,1.000,bicubic,+4.189,+0.940,-35
regnetz_c16_evos.ch_in1k,88.381,11.619,98.040,1.960,13.49,320,0.950,bicubic,+5.749,+1.566,+112
tresnet_v2_l.miil_in21k_ft_in1k,88.379,11.621,97.923,2.077,46.17,224,0.875,bilinear,+4.479,+1.429,-12
swinv2_small_window16_256.ms_in1k,88.372,11.628,97.848,2.152,49.73,256,0.900,bicubic,+4.148,+1.070,-40
efficientnet_b4.ra2_in1k,88.366,11.634,97.961,2.039,19.34,384,1.000,bicubic,+4.952,+1.363,+34
resnet152d.ra2_in1k,88.362,11.638,97.931,2.069,60.21,320,1.000,bicubic,+4.678,+1.191,+14
maxvit_rmlp_tiny_rw_256.sw_in1k,88.355,11.645,97.820,2.180,29.15,256,0.950,bicubic,+4.131,+0.952,-42
tf_efficientnet_b4.ap_in1k,88.347,11.653,97.888,2.112,19.34,380,0.922,bicubic,+5.097,+1.494,+47
deit3_small_patch16_224.fb_in22k_ft_in1k,88.336,11.664,98.127,1.873,22.06,224,1.000,bicubic,+5.262,+1.352,+64
regnety_064.ra3_in1k,88.323,11.677,97.865,2.135,30.58,288,1.000,bicubic,+4.603,+1.143,+3
convnextv2_nano.fcmae_ft_in22k_in1k_384,88.315,11.685,97.938,2.062,15.62,384,1.000,bicubic,+4.941,+1.194,+35
crossvit_15_dagger_408.in1k,88.313,11.687,97.874,2.127,28.50,408,1.000,bicubic,+4.471,+1.096,-16
tf_efficientnet_b5.ra_in1k,88.308,11.692,97.918,2.082,30.39,456,0.934,bicubic,+4.498,+1.164,-12
cs3se_edgenet_x.c2ns_in1k,88.296,11.704,97.935,2.065,50.72,320,1.000,bicubic,+4.754,+1.263,+14
deit3_small_patch16_384.fb_in1k,88.296,11.704,97.888,2.112,22.21,384,1.000,bicubic,+4.866,+1.214,+22
pvt_v2_b4.in1k,88.285,11.715,97.816,2.184,62.56,224,0.900,bicubic,+4.575,+1.142,-1
efficientformer_l7.snap_dist_in1k,88.278,11.722,97.882,2.118,82.23,224,0.950,bicubic,+4.896,+1.346,+28
mvitv2_small.fb_in1k,88.264,11.736,97.692,2.308,34.87,224,0.900,bicubic,+4.494,+1.116,-12
resnetrs152.tf_in1k,88.249,11.751,97.737,2.263,86.62,320,1.000,bicubic,+4.547,+1.125,-3
deit3_base_patch16_224.fb_in1k,88.244,11.756,97.816,2.184,86.59,224,0.900,bicubic,+4.458,+1.228,-16
xcit_small_12_p16_224.fb_dist_in1k,88.240,11.760,97.844,2.156,26.25,224,1.000,bicubic,+4.912,+1.428,+31
gcvit_small.in1k,88.217,11.783,97.788,2.212,51.09,224,0.875,bicubic,+4.325,+1.130,-30
regnetv_040.ra3_in1k,88.212,11.788,97.972,2.028,20.64,288,1.000,bicubic,+5.014,+1.314,+34
deit_base_distilled_patch16_224.fb_in1k,88.212,11.788,97.910,2.090,87.34,224,0.900,bicubic,+4.826,+1.422,+20
xception65p.ra3_in1k,88.189,11.811,97.788,2.212,39.82,299,0.940,bicubic,+5.053,+1.680,+39
swinv2_small_window8_256.ms_in1k,88.172,11.828,97.777,2.223,49.73,256,0.900,bicubic,+4.318,+1.133,-32
caformer_s18.sail_in1k,88.163,11.837,97.728,2.272,26.34,224,1.000,bicubic,+4.507,+1.212,-5
xcit_tiny_24_p16_384.fb_dist_in1k,88.161,11.839,97.942,2.058,12.12,384,1.000,bicubic,+5.591,+1.666,+100
xcit_large_24_p8_224.fb_in1k,88.161,11.839,97.391,2.609,188.93,224,1.000,bicubic,+3.767,+0.727,-76
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,88.153,11.848,98.051,1.949,236.34,384,1.000,bicubic,+4.319,+0.925,-32
coat_lite_medium.in1k,88.144,11.856,97.899,2.101,44.57,224,0.900,bicubic,+4.544,+1.171,-6
resnext101_32x8d.fb_wsl_ig1b_ft_in1k,88.144,11.856,97.859,2.142,88.79,224,0.875,bilinear,+5.446,+1.715,+73
cait_xxs36_384.fb_dist_in1k,88.140,11.860,97.903,2.097,17.37,384,1.000,bicubic,+5.936,+1.759,+141
dm_nfnet_f0.dm_in1k,88.131,11.869,97.906,2.095,71.49,256,0.900,bicubic,+4.645,+1.338,-1
resnext101_32x4d.fb_swsl_ig1b_ft_in1k,88.112,11.888,97.965,2.035,44.18,224,0.875,bilinear,+4.880,+1.207,+21
pit_b_distilled_224.in1k,88.108,11.892,97.654,2.346,74.79,224,0.900,bicubic,+4.342,+1.188,-29
xcit_tiny_12_p8_384.fb_dist_in1k,88.103,11.897,97.925,2.075,6.71,384,1.000,bicubic,+5.715,+1.705,+109
pvt_v2_b5.in1k,88.103,11.897,97.694,2.306,81.96,224,0.900,bicubic,+4.361,+1.060,-26
pvt_v2_b3.in1k,88.099,11.901,97.775,2.225,45.24,224,0.900,bicubic,+4.979,+1.221,+30
rexnetr_200.sw_in12k_ft_in1k,88.097,11.903,98.006,1.994,16.52,288,1.000,bicubic,+4.961,+1.370,+23
xception65.ra3_in1k,88.069,11.931,97.750,2.250,39.92,299,0.940,bicubic,+4.887,+1.158,+18
hrnet_w18_ssld.paddle_in1k,88.067,11.933,97.824,2.176,21.30,288,1.000,bilinear,+6.021,+1.574,+148
swin_s3_base_224.ms_in1k,88.046,11.954,97.662,2.338,71.13,224,0.900,bicubic,+4.126,+0.990,-55
xcit_tiny_24_p8_224.fb_dist_in1k,88.037,11.963,97.818,2.182,12.11,224,1.000,bicubic,+5.471,+1.760,+86
convnextv2_tiny.fcmae_ft_in1k,88.035,11.965,97.859,2.142,28.64,288,1.000,bicubic,+4.571,+1.141,-11
resnet152.a1h_in1k,88.033,11.967,97.696,2.304,60.19,288,1.000,bicubic,+4.583,+1.158,-12
focalnet_base_srf.ms_in1k,88.033,11.967,97.656,2.344,88.15,224,0.900,bicubic,+4.215,+0.974,-46
regnety_160.swag_lc_in1k,88.031,11.969,98.044,1.956,83.59,224,0.965,bicubic,+4.249,+0.764,-43
maxvit_tiny_tf_224.in1k,88.027,11.973,97.816,2.184,30.92,224,0.950,bicubic,+4.625,+1.226,-9
focalnet_base_lrf.ms_in1k,88.003,11.997,97.609,2.391,88.75,224,0.900,bicubic,+4.165,+1.001,-53
gcvit_tiny.in1k,88.001,11.999,97.722,2.278,28.22,224,0.875,bicubic,+4.617,+1.324,-7
eca_nfnet_l0.ra2_in1k,87.980,12.020,97.869,2.131,24.14,288,1.000,bicubic,+5.402,+1.375,+75
tf_efficientnet_b5.in1k,87.973,12.027,97.933,2.067,30.39,456,0.934,bicubic,+4.797,+1.397,+6
cs3sedarknet_x.c2ns_in1k,87.973,12.027,97.794,2.205,35.40,288,1.000,bicubic,+5.315,+1.445,+57
nfnet_l0.ra2_in1k,87.969,12.031,97.867,2.133,35.07,288,1.000,bicubic,+5.217,+1.351,+45
efficientformer_l3.snap_dist_in1k,87.963,12.037,97.709,2.291,31.41,224,0.950,bicubic,+5.413,+1.461,+76
xcit_small_24_p8_224.fb_in1k,87.956,12.044,97.581,2.419,47.63,224,1.000,bicubic,+4.122,+0.949,-58
tf_efficientnet_b4.aa_in1k,87.954,12.046,97.739,2.261,19.34,380,0.922,bicubic,+4.936,+1.439,+20
regnetz_c16.ra3_in1k,87.952,12.048,97.782,2.218,13.46,320,1.000,bicubic,+5.318,+1.460,+54
regnety_032.ra_in1k,87.945,12.055,97.897,2.103,19.44,288,1.000,bicubic,+5.217,+1.481,+42
coatnet_1_rw_224.sw_in1k,87.943,12.057,97.453,2.547,41.72,224,0.950,bicubic,+4.347,+1.071,-35
resnet101d.ra2_in1k,87.935,12.065,97.910,2.090,44.57,320,1.000,bicubic,+4.919,+1.458,+17
regnety_040.ra3_in1k,87.933,12.067,97.880,2.120,20.65,288,1.000,bicubic,+4.889,+1.382,+12
mobilevitv2_200.cvnets_in22k_ft_in1k_384,87.933,12.067,97.822,2.178,18.45,384,1.000,bicubic,+4.533,+1.240,-22
swinv2_cr_small_ns_224.sw_in1k,87.933,12.067,97.668,2.332,49.70,224,0.900,bicubic,+4.435,+1.184,-34
focalnet_small_lrf.ms_in1k,87.930,12.069,97.696,2.304,50.34,224,0.900,bicubic,+4.436,+1.116,-34
resnetv2_101.a1h_in1k,87.924,12.076,97.651,2.349,44.54,288,1.000,bicubic,+4.922,+1.197,+13
vit_base_patch32_384.augreg_in21k_ft_in1k,87.909,12.091,98.010,1.990,88.30,384,1.000,bicubic,+4.559,+1.172,-20
sequencer2d_l.in1k,87.907,12.093,97.703,2.297,54.30,224,0.875,bicubic,+4.513,+1.207,-27
twins_svt_large.in1k,87.903,12.097,97.581,2.419,99.27,224,0.900,bicubic,+4.225,+0.991,-49
coatnet_rmlp_1_rw_224.sw_in1k,87.892,12.108,97.624,2.376,41.69,224,0.950,bicubic,+4.530,+1.174,-24
swin_base_patch4_window7_224.ms_in1k,87.866,12.134,97.564,2.436,87.77,224,0.900,bicubic,+4.260,+1.112,-48
twins_pcpvt_large.in1k,87.864,12.136,97.859,2.142,60.99,224,0.900,bicubic,+4.734,+1.257,-7
maxvit_tiny_rw_224.sw_in1k,87.856,12.144,97.643,2.357,29.06,224,0.950,bicubic,+4.352,+1.139,-44
swin_s3_small_224.ms_in1k,87.849,12.151,97.431,2.568,49.74,224,0.900,bicubic,+4.093,+0.980,-67
convformer_s18.sail_in1k,87.845,12.155,97.551,2.449,26.77,224,1.000,bicubic,+4.859,+1.301,+6
mobilevitv2_175.cvnets_in22k_ft_in1k_384,87.841,12.159,97.728,2.272,14.25,384,1.000,bicubic,+4.903,+1.302,+7
deit_base_patch16_384.fb_in1k,87.841,12.159,97.506,2.494,86.86,384,1.000,bicubic,+4.735,+1.138,-6
ecaresnet101d.miil_in1k,87.839,12.161,97.899,2.101,44.57,288,0.950,bicubic,+4.855,+1.357,+4
convnext_nano.in12k_ft_in1k,87.837,12.164,97.888,2.112,15.59,288,1.000,bicubic,+4.975,+1.332,+10
xcit_small_12_p8_224.fb_in1k,87.822,12.178,97.568,2.432,26.21,224,1.000,bicubic,+4.490,+1.084,-30
flexivit_small.1200ep_in1k,87.813,12.187,97.615,2.385,22.06,240,0.950,bicubic,+5.293,+1.491,+52
vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,87.809,12.191,97.756,2.244,88.22,224,0.900,bicubic,+4.513,+1.228,-30
focalnet_small_srf.ms_in1k,87.809,12.191,97.575,2.425,49.89,224,0.900,bicubic,+4.393,+1.137,-45
maxxvit_rmlp_nano_rw_256.sw_in1k,87.807,12.193,97.752,2.248,16.78,256,0.950,bicubic,+4.765,+1.402,-9
flexivit_small.600ep_in1k,87.807,12.193,97.579,2.421,22.06,240,0.950,bicubic,+5.445,+1.497,+65
tf_efficientnetv2_b3.in21k_ft_in1k,87.805,12.195,97.893,2.107,14.36,300,0.900,bicubic,+5.135,+1.267,+21
deit3_medium_patch16_224.fb_in1k,87.802,12.198,97.656,2.344,38.85,224,0.900,bicubic,+4.716,+1.360,-16
tresnet_xl.miil_in1k_448,87.798,12.202,97.459,2.541,78.44,448,0.875,bilinear,+4.738,+1.285,-14
resnetv2_50x1_bit.goog_distilled_in1k,87.792,12.208,97.903,2.097,25.55,224,0.875,bicubic,+4.972,+1.389,+2
convnext_tiny.fb_in1k,87.770,12.230,97.585,2.415,28.59,288,1.000,bicubic,+5.072,+0.953,+15
regnety_320.tv2_in1k,87.743,12.257,97.673,2.327,145.05,224,0.965,bicubic,+4.581,+1.257,-31
resnext101_64x4d.tv_in1k,87.740,12.259,97.592,2.408,83.46,224,0.875,bilinear,+4.748,+1.348,-12
convnextv2_nano.fcmae_ft_in22k_in1k,87.732,12.268,97.886,2.114,15.62,288,1.000,bicubic,+5.068,+1.366,+15
twins_pcpvt_base.in1k,87.730,12.270,97.728,2.272,43.83,224,0.900,bicubic,+5.020,+1.382,+8
tresnet_m.miil_in21k_ft_in1k,87.723,12.277,97.517,2.483,31.39,224,0.875,bilinear,+4.649,+1.403,-22
gc_efficientnetv2_rw_t.agc_in1k,87.719,12.281,97.803,2.197,13.68,288,1.000,bicubic,+5.267,+1.511,+44
mvitv2_tiny.fb_in1k,87.719,12.281,97.553,2.447,24.17,224,0.900,bicubic,+5.309,+1.401,+45
maxvit_rmlp_nano_rw_256.sw_in1k,87.715,12.285,97.577,2.423,15.50,256,0.950,bicubic,+4.761,+1.311,-15
resnetv2_101x1_bit.goog_in21k_ft_in1k,87.683,12.317,97.940,2.060,44.54,448,1.000,bilinear,+5.341,+1.420,+54
rexnet_300.nav_in1k,87.683,12.317,97.611,2.389,34.71,224,0.875,bicubic,+4.909,+1.375,-3
swin_small_patch4_window7_224.ms_in1k,87.662,12.338,97.568,2.432,49.61,224,0.900,bicubic,+4.454,+1.252,-45
efficientnetv2_rw_t.ra2_in1k,87.651,12.349,97.683,2.317,13.65,288,1.000,bicubic,+5.301,+1.492,+50
twins_svt_base.in1k,87.651,12.349,97.525,2.474,56.07,224,0.900,bicubic,+4.529,+1.109,-36
mobilevitv2_150.cvnets_in22k_ft_in1k_384,87.649,12.351,97.647,2.353,10.59,384,1.000,bicubic,+5.063,+1.333,+18
coat_small.in1k,87.647,12.354,97.530,2.470,21.69,224,0.900,bicubic,+5.285,+1.322,+43
maxxvitv2_nano_rw_256.sw_in1k,87.638,12.362,97.525,2.474,23.70,256,0.950,bicubic,+4.528,+1.201,-37
pnasnet5large.tf_in1k,87.636,12.364,97.487,2.513,86.06,331,0.911,bicubic,+4.854,+1.447,-12
resnet101.a1h_in1k,87.634,12.366,97.558,2.442,44.55,288,1.000,bicubic,+4.856,+1.248,-12
resnetaa50d.sw_in12k_ft_in1k,87.623,12.377,97.803,2.197,25.58,288,1.000,bicubic,+5.023,+1.305,+8
flexivit_small.300ep_in1k,87.623,12.377,97.611,2.389,22.06,240,0.950,bicubic,+5.445,+1.575,+67
cs3edgenet_x.c2_in1k,87.621,12.379,97.654,2.346,47.82,288,1.000,bicubic,+4.913,+1.284,-8
xcit_medium_24_p8_224.fb_in1k,87.612,12.388,97.201,2.799,84.32,224,1.000,bicubic,+3.864,+0.801,-104
swinv2_tiny_window16_256.ms_in1k,87.610,12.390,97.560,2.440,28.35,256,0.900,bicubic,+4.806,+1.324,-19
resnext101_32x16d.fb_swsl_ig1b_ft_in1k,87.606,12.394,97.816,2.184,194.03,224,0.875,bilinear,+4.270,+0.970,-66
resnext50_32x4d.fb_swsl_ig1b_ft_in1k,87.600,12.400,97.649,2.351,25.03,224,0.875,bilinear,+5.425,+1.427,+62
nest_base_jx.goog_in1k,87.597,12.403,97.521,2.479,67.72,224,0.875,bicubic,+4.063,+1.147,-88
maxvit_nano_rw_256.sw_in1k,87.595,12.405,97.519,2.481,15.45,256,0.950,bicubic,+4.667,+1.299,-32
tf_efficientnet_b4.in1k,87.582,12.418,97.602,2.398,19.34,380,0.922,bicubic,+4.974,+1.850,-2
davit_tiny.msft_in1k,87.565,12.435,97.585,2.415,28.36,224,0.950,bicubic,+4.869,+1.311,-13
levit_384.fb_dist_in1k,87.563,12.437,97.538,2.462,39.13,224,0.900,bicubic,+4.967,+1.520,-1
levit_conv_384.fb_dist_in1k,87.561,12.439,97.538,2.462,39.13,224,0.900,bicubic,+4.971,+1.290,0
sequencer2d_m.in1k,87.559,12.441,97.581,2.419,38.31,224,0.875,bicubic,+4.747,+1.307,-30
convnextv2_nano.fcmae_ft_in1k,87.553,12.447,97.666,2.334,15.62,288,1.000,bicubic,+5.067,+1.440,+14
tf_efficientnet_b2.ns_jft_in1k,87.553,12.447,97.626,2.374,9.11,260,0.890,bicubic,+5.175,+1.372,+23
ecaresnet50t.ra2_in1k,87.544,12.456,97.649,2.351,25.57,320,0.950,bicubic,+5.192,+1.509,+26
regnetx_320.tv2_in1k,87.538,12.462,97.564,2.436,107.81,224,0.965,bicubic,+4.728,+1.356,-33
vit_base_patch32_clip_224.laion2b_ft_in1k,87.529,12.471,97.547,2.453,88.22,224,0.900,bicubic,+4.947,+1.347,-3
efficientformerv2_s2.snap_dist_in1k,87.514,12.486,97.615,2.385,12.71,224,0.950,bicubic,+5.348,+1.705,+50
coatnet_bn_0_rw_224.sw_in1k,87.508,12.492,97.551,2.449,27.44,224,0.950,bicubic,+5.108,+1.365,+14
vit_base_patch16_rpn_224.sw_in1k,87.504,12.496,97.491,2.509,86.54,224,0.900,bicubic,+5.297,+1.493,+42
pvt_v2_b2_li.in1k,87.501,12.499,97.470,2.530,22.55,224,0.900,bicubic,+5.307,+1.378,+44
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,87.497,12.503,97.818,2.182,236.34,224,0.875,bicubic,+4.621,+1.236,-44
edgenext_small.usi_in1k,87.493,12.507,97.587,2.413,5.59,320,1.000,bicubic,+5.929,+1.875,+94
nest_small_jx.goog_in1k,87.493,12.507,97.513,2.487,38.35,224,0.875,bicubic,+4.369,+1.193,-68
vit_relpos_base_patch16_clsgap_224.sw_in1k,87.471,12.529,97.525,2.474,86.43,224,0.900,bicubic,+4.711,+1.353,-37
vit_relpos_base_patch16_224.sw_in1k,87.467,12.533,97.558,2.442,86.43,224,0.900,bicubic,+4.971,+1.419,0
regnety_080_tv.tv2_in1k,87.465,12.535,97.636,2.364,39.38,224,0.965,bicubic,+4.875,+1.618,-17
fbnetv3_g.ra2_in1k,87.446,12.554,97.545,2.455,16.62,288,0.950,bilinear,+5.410,+1.487,+52
resnet61q.ra2_in1k,87.439,12.561,97.598,2.402,36.85,288,1.000,bicubic,+4.915,+1.468,-7
wide_resnet50_2.racm_in1k,87.437,12.563,97.543,2.458,68.88,288,0.950,bicubic,+5.157,+1.479,+24
poolformerv2_m48.sail_in1k,87.435,12.565,97.419,2.581,73.35,224,1.000,bicubic,+4.815,+1.347,-26
efficientnet_b3.ra2_in1k,87.433,12.567,97.681,2.319,12.23,320,1.000,bicubic,+5.191,+1.563,+24
regnetx_160.tv2_in1k,87.433,12.567,97.444,2.556,54.28,224,0.965,bicubic,+4.867,+1.272,-13
resnext101_64x4d.c1_in1k,87.433,12.567,97.444,2.556,83.46,288,1.000,bicubic,+4.277,+1.070,-83
cait_xxs24_384.fb_dist_in1k,87.414,12.586,97.621,2.378,12.03,384,1.000,bicubic,+6.442,+1.981,+143
resnet51q.ra2_in1k,87.397,12.603,97.583,2.417,35.70,288,1.000,bilinear,+5.037,+1.401,+4
cs3darknet_x.c2ns_in1k,87.395,12.605,97.611,2.389,35.05,288,1.000,bicubic,+5.173,+1.381,+22
cs3sedarknet_l.c2ns_in1k,87.395,12.605,97.568,2.432,21.91,288,0.950,bicubic,+5.611,+1.610,+64
coat_lite_small.in1k,87.388,12.612,97.374,2.626,19.84,224,0.900,bicubic,+5.074,+1.526,+9
tresnet_l.miil_in1k_448,87.382,12.618,97.485,2.515,55.99,448,0.875,bilinear,+5.106,+1.507,+15
resnetv2_50d_gn.ah_in1k,87.380,12.620,97.536,2.464,25.57,288,1.000,bicubic,+5.422,+1.608,+47
pvt_v2_b2.in1k,87.377,12.623,97.519,2.481,25.36,224,0.900,bicubic,+5.291,+1.563,+33
sequencer2d_s.in1k,87.377,12.623,97.387,2.613,27.65,224,0.875,bicubic,+5.037,+1.357,+1
swinv2_cr_small_224.sw_in1k,87.377,12.623,97.346,2.654,49.70,224,0.900,bicubic,+4.242,+0.862,-90
xcit_tiny_24_p8_224.fb_in1k,87.373,12.627,97.626,2.374,12.11,224,1.000,bicubic,+5.481,+1.656,+48
vit_relpos_medium_patch16_cls_224.sw_in1k,87.363,12.637,97.451,2.549,38.76,224,0.900,bicubic,+4.791,+1.383,-29
nasnetalarge.tf_in1k,87.360,12.640,97.417,2.583,88.75,331,0.911,bicubic,+4.734,+1.375,-43
crossvit_18_dagger_240.in1k,87.352,12.648,97.453,2.547,44.27,240,0.875,bicubic,+4.836,+1.387,-24
seresnext50_32x4d.racm_in1k,87.350,12.650,97.613,2.387,27.56,288,0.950,bicubic,+5.154,+1.465,+15
wide_resnet101_2.tv2_in1k,87.326,12.674,97.404,2.596,126.89,224,0.965,bilinear,+4.828,+1.386,-25
ecaresnet50d.miil_in1k,87.322,12.678,97.666,2.334,25.58,288,0.950,bicubic,+5.672,+1.784,+58
resnext101_32x8d.tv2_in1k,87.318,12.682,97.560,2.440,88.79,224,0.965,bilinear,+4.486,+1.328,-72
crossvit_18_240.in1k,87.316,12.684,97.487,2.513,43.27,240,0.875,bicubic,+4.920,+1.427,-19
focalnet_tiny_srf.ms_in1k,87.301,12.699,97.414,2.586,28.43,224,0.900,bicubic,+5.167,+1.446,+17
resnest101e.in1k,87.290,12.710,97.562,2.438,48.28,256,0.875,bilinear,+4.406,+1.240,-78
gcvit_xtiny.in1k,87.281,12.719,97.481,2.519,19.98,224,0.875,bicubic,+5.327,+1.513,+33
coatnet_rmlp_nano_rw_224.sw_in1k,87.277,12.723,97.447,2.554,15.15,224,0.900,bicubic,+5.227,+1.567,+21
ecaresnet101d_pruned.miil_in1k,87.273,12.727,97.713,2.287,24.88,288,0.950,bicubic,+5.275,+1.553,+25
vit_relpos_medium_patch16_rpn_224.sw_in1k,87.269,12.731,97.447,2.554,38.73,224,0.900,bicubic,+4.959,+1.475,-10
swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,87.249,12.751,97.782,2.218,28.29,224,0.900,bicubic,+6.281,+1.768,+120
resnetrs101.tf_in1k,87.241,12.759,97.455,2.545,63.62,288,0.940,bicubic,+4.957,+1.441,-8
coatnext_nano_rw_224.sw_in1k,87.239,12.761,97.543,2.458,14.70,224,0.900,bicubic,+5.297,+1.627,+28
poolformer_m48.sail_in1k,87.237,12.763,97.318,2.682,73.47,224,0.950,bicubic,+4.755,+1.352,-35
regnety_160.tv2_in1k,87.234,12.765,97.461,2.539,83.59,224,0.965,bicubic,+4.593,+1.245,-64
tresnet_xl.miil_in1k,87.232,12.768,97.397,2.603,78.44,224,0.875,bilinear,+5.158,+1.471,+11
mixer_b16_224.miil_in21k_ft_in1k,87.230,12.770,97.414,2.586,59.88,224,0.875,bilinear,+4.924,+1.694,-16
xcit_tiny_12_p8_224.fb_dist_in1k,87.224,12.776,97.449,2.551,6.71,224,1.000,bicubic,+6.012,+1.847,+89
xcit_tiny_12_p16_384.fb_dist_in1k,87.209,12.791,97.466,2.534,6.72,384,1.000,bicubic,+6.271,+2.052,+114
convit_base.fb_in1k,87.209,12.791,97.284,2.716,86.54,224,0.875,bicubic,+4.919,+1.348,-17
resnetv2_50d_evos.ah_in1k,87.205,12.795,97.421,2.579,25.59,288,1.000,bicubic,+5.205,+1.521,+12
tf_efficientnet_b3.ap_in1k,87.190,12.810,97.382,2.618,12.23,300,0.904,bicubic,+5.364,+1.756,+26
resnet152.tv2_in1k,87.188,12.812,97.387,2.613,60.19,224,0.965,bilinear,+4.900,+1.383,-20
visformer_small.in1k,87.183,12.817,97.323,2.677,40.22,224,0.900,bicubic,+5.081,+1.625,0
vit_base_patch32_clip_224.openai_ft_in1k,87.179,12.821,97.466,2.534,88.22,224,0.900,bicubic,+5.249,+1.500,+18
vit_srelpos_medium_patch16_224.sw_in1k,87.177,12.823,97.310,2.690,38.74,224,0.900,bicubic,+4.937,+1.368,-18
focalnet_tiny_lrf.ms_in1k,87.175,12.825,97.370,2.630,28.65,224,0.900,bicubic,+5.021,+1.422,-7
crossvit_15_dagger_240.in1k,87.164,12.836,97.434,2.566,28.21,240,0.875,bicubic,+4.834,+1.474,-31
convnext_tiny_hnf.a2h_in1k,87.147,12.853,97.280,2.720,28.59,288,1.000,bicubic,+4.563,+1.272,-65
vit_relpos_medium_patch16_224.sw_in1k,87.145,12.855,97.500,2.500,38.75,224,0.900,bicubic,+4.683,+1.418,-50
swin_s3_tiny_224.ms_in1k,87.143,12.857,97.308,2.692,28.33,224,0.900,bicubic,+4.999,+1.354,-10
coatnet_0_rw_224.sw_in1k,87.128,12.872,97.233,2.767,27.44,224,0.950,bicubic,+4.738,+1.397,-46
xcit_small_24_p16_224.fb_in1k,87.119,12.881,97.267,2.733,47.67,224,1.000,bicubic,+4.539,+1.255,-67
swinv2_tiny_window8_256.ms_in1k,87.089,12.911,97.510,2.490,28.35,256,0.900,bicubic,+5.269,+1.516,+15
pit_s_distilled_224.in1k,87.081,12.919,97.365,2.635,24.04,224,0.900,bicubic,+5.273,+1.637,+14
ecaresnet50t.a1_in1k,87.081,12.919,97.122,2.878,25.57,288,1.000,bicubic,+4.953,+1.480,-12
xception41p.ra3_in1k,87.059,12.941,97.207,2.793,26.91,299,0.940,bicubic,+5.087,+1.411,-1
mobilevitv2_200.cvnets_in22k_ft_in1k,87.057,12.943,97.431,2.568,18.45,256,0.888,bicubic,+4.725,+1.490,-42
resnext50_32x4d.a1h_in1k,87.057,12.943,97.331,2.669,25.03,288,1.000,bicubic,+5.043,+1.397,-7
regnetz_b16.ra3_in1k,87.047,12.953,97.410,2.590,9.72,288,1.000,bicubic,+6.319,+1.890,+115
crossvit_15_240.in1k,87.044,12.956,97.423,2.577,27.53,240,0.875,bicubic,+5.510,+1.731,+31
convit_small.fb_in1k,87.042,12.958,97.350,2.650,27.78,224,0.875,bicubic,+5.622,+1.606,+44
gcresnet50t.ra2_in1k,87.029,12.970,97.391,2.609,25.90,288,1.000,bicubic,+5.573,+1.673,+39
tf_efficientnetv2_b3.in1k,87.027,12.973,97.301,2.699,14.36,300,0.904,bicubic,+5.057,+1.489,-6
xcit_small_12_p16_224.fb_in1k,87.012,12.988,97.239,2.761,26.25,224,1.000,bicubic,+5.042,+1.451,-8
poolformerv2_m36.sail_in1k,87.008,12.992,97.284,2.716,56.08,224,1.000,bicubic,+4.792,+1.452,-35
nest_tiny_jx.goog_in1k,87.006,12.994,97.378,2.622,17.06,224,0.875,bicubic,+5.580,+1.760,+36
deit_small_distilled_patch16_224.fb_in1k,87.006,12.994,97.320,2.679,22.44,224,0.900,bicubic,+5.788,+1.936,+56
deit3_small_patch16_224.fb_in1k,87.006,12.994,97.171,2.829,22.06,224,0.900,bicubic,+5.636,+1.715,+45
swinv2_cr_tiny_ns_224.sw_in1k,87.002,12.998,97.280,2.720,28.33,224,0.900,bicubic,+5.200,+1.462,+1
resnet101.a1_in1k,87.000,13.000,96.960,3.040,44.55,288,1.000,bicubic,+4.678,+1.328,-53
coatnet_nano_rw_224.sw_in1k,86.995,13.005,97.248,2.752,15.14,224,0.900,bicubic,+5.297,+1.602,+4
resnet152.a2_in1k,86.995,13.005,96.923,3.077,60.19,288,1.000,bicubic,+4.387,+0.795,-95
resmlp_36_224.fb_distilled_in1k,86.987,13.013,97.276,2.724,44.69,224,0.875,bicubic,+5.839,+1.798,+59
poolformer_m36.sail_in1k,86.955,13.045,97.141,2.859,56.17,224,0.950,bicubic,+4.853,+1.263,-30
mobilevitv2_175.cvnets_in22k_ft_in1k,86.951,13.050,97.335,2.665,14.25,256,0.888,bicubic,+5.013,+1.545,-14
resnet101.a2_in1k,86.942,13.058,96.990,3.010,44.55,288,1.000,bicubic,+4.706,+1.260,-48
regnety_032.tv2_in1k,86.940,13.060,97.410,2.590,19.44,224,0.965,bicubic,+5.184,+1.570,-4
xcit_large_24_p16_224.fb_in1k,86.940,13.060,96.923,3.077,189.10,224,1.000,bicubic,+4.040,+1.037,-132
resnet101.tv2_in1k,86.936,13.065,97.248,2.752,44.55,224,0.965,bilinear,+5.046,+1.480,-15
xcit_medium_24_p16_224.fb_in1k,86.933,13.067,97.103,2.897,84.40,224,1.000,bicubic,+4.293,+1.119,-109
resnetv2_50.a1h_in1k,86.929,13.071,97.340,2.660,25.55,288,1.000,bicubic,+5.531,+1.614,+26
poolformerv2_s36.sail_in1k,86.923,13.077,97.353,2.647,30.79,224,1.000,bicubic,+5.355,+1.663,+4
tnt_s_patch16_224,86.914,13.086,97.361,2.639,23.76,224,0.900,bicubic,+5.378,+1.625,+7
vit_relpos_small_patch16_224.sw_in1k,86.891,13.109,97.489,2.511,21.98,224,0.900,bicubic,+5.429,+1.669,+16
vit_small_patch16_224.augreg_in21k_ft_in1k,86.867,13.133,97.609,2.391,22.05,224,0.900,bicubic,+5.483,+1.473,+24
vit_small_r26_s32_224.augreg_in21k_ft_in1k,86.863,13.137,97.528,2.472,36.43,224,0.900,bicubic,+4.999,+1.506,-21
resnet152.a1_in1k,86.861,13.139,96.793,3.207,60.19,288,1.000,bicubic,+4.129,+1.073,-127
ecaresnetlight.miil_in1k,86.852,13.148,97.508,2.492,30.16,288,0.950,bicubic,+5.444,+1.692,+18
resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,86.846,13.154,97.521,2.479,194.03,224,0.875,bilinear,+5.004,+1.429,-23
tf_efficientnet_b3.aa_in1k,86.844,13.156,97.297,2.703,12.23,300,0.904,bicubic,+5.200,+1.575,-10
rexnet_200.nav_in1k,86.842,13.158,97.276,2.724,16.37,224,0.875,bicubic,+5.206,+1.612,-10
convmixer_1536_20.in1k,86.840,13.161,97.355,2.645,51.63,224,0.960,bicubic,+5.478,+1.741,+20
resnet50.fb_swsl_ig1b_ft_in1k,86.831,13.169,97.493,2.507,25.56,224,0.875,bilinear,+5.649,+1.501,+34
deit_base_patch16_224.fb_in1k,86.829,13.171,97.052,2.949,86.57,224,0.900,bicubic,+4.837,+1.316,-40
tresnet_m.miil_in1k_448,86.816,13.184,97.216,2.784,31.39,448,0.875,bilinear,+5.108,+1.642,-21
tf_efficientnet_lite4.in1k,86.801,13.199,97.265,2.735,13.01,380,0.920,bilinear,+5.269,+1.601,-4
coat_mini.in1k,86.799,13.201,97.156,2.844,10.34,224,0.900,bicubic,+5.529,+1.774,+22
resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,86.795,13.205,97.472,2.528,88.79,224,0.875,bilinear,+5.189,+1.432,-15
eva02_tiny_patch14_336.mim_in22k_ft_in1k,86.786,13.214,97.269,2.731,5.76,336,1.000,bicubic,+6.156,+1.743,+84
seresnet50.ra2_in1k,86.778,13.223,97.361,2.639,28.09,288,0.950,bicubic,+5.493,+1.709,+18
vit_base_patch16_224.orig_in21k_ft_in1k,86.773,13.227,97.444,2.556,86.57,224,0.900,bicubic,+4.987,+1.320,-31
convnextv2_pico.fcmae_ft_in1k,86.773,13.227,97.331,2.669,9.07,288,0.950,bicubic,+5.687,+1.851,+41
regnetx_080.tv2_in1k,86.771,13.229,97.197,2.803,39.57,224,0.965,bicubic,+5.233,+1.655,-14
cs3darknet_l.c2ns_in1k,86.767,13.233,97.459,2.541,21.16,288,0.950,bicubic,+5.871,+1.797,+53
resnetaa50.a1h_in1k,86.763,13.237,97.391,2.609,25.56,288,1.000,bicubic,+5.149,+1.589,-23
tresnet_l.miil_in1k,86.763,13.237,97.273,2.727,55.99,224,0.875,bilinear,+5.283,+1.650,-8
resnet50d.ra2_in1k,86.760,13.239,97.372,2.628,25.58,288,0.950,bicubic,+5.404,+1.634,+6
ese_vovnet39b.ra_in1k,86.756,13.244,97.372,2.628,24.57,288,0.950,bicubic,+6.406,+2.006,+98
resnet50_gn.a1h_in1k,86.754,13.246,97.449,2.551,25.56,288,0.950,bicubic,+5.538,+1.821,+15
twins_svt_small.in1k,86.754,13.246,97.182,2.818,24.06,224,0.900,bicubic,+5.076,+1.522,-34
seresnet50.a1_in1k,86.746,13.255,96.951,3.049,28.09,288,1.000,bicubic,+5.644,+1.621,+27
mobilevitv2_150.cvnets_in22k_ft_in1k,86.743,13.257,97.214,2.786,10.59,256,0.888,bicubic,+5.255,+1.546,-16
crossvit_base_240.in1k,86.733,13.267,97.122,2.878,105.03,240,0.875,bicubic,+4.517,+1.198,-82
levit_256.fb_dist_in1k,86.731,13.269,97.254,2.746,18.89,224,0.900,bicubic,+5.217,+1.762,-20
levit_conv_256.fb_dist_in1k,86.726,13.274,97.256,2.744,18.89,224,0.900,bicubic,+5.206,+1.766,-23
ecaresnet50t.a2_in1k,86.726,13.274,97.081,2.919,25.57,288,1.000,bicubic,+5.068,+1.529,-37
cs3darknet_focus_l.c2ns_in1k,86.724,13.276,97.376,2.624,21.15,288,0.950,bicubic,+5.844,+1.694,+43
convnext_nano_ols.d1h_in1k,86.718,13.282,97.047,2.953,15.65,288,1.000,bicubic,+5.118,+1.411,-33
vit_srelpos_small_patch16_224.sw_in1k,86.707,13.293,97.252,2.748,21.97,224,0.900,bicubic,+5.615,+1.920,+21
resnet50.ram_in1k,86.699,13.301,97.199,2.801,25.56,288,0.950,bicubic,+6.723,+2.147,+112
halo2botnet50ts_256.a1h_in1k,86.688,13.312,97.098,2.902,22.64,256,0.950,bicubic,+4.626,+1.464,-74
pit_b_224.in1k,86.688,13.312,96.894,3.107,73.76,224,0.900,bicubic,+4.250,+1.178,-121
crossvit_small_240.in1k,86.686,13.314,97.273,2.727,26.86,240,0.875,bicubic,+5.670,+1.817,+22
resnet50d.a1_in1k,86.671,13.329,96.693,3.307,25.58,288,1.000,bicubic,+5.221,+1.475,-22
ecaresnet50d_pruned.miil_in1k,86.669,13.331,97.429,2.571,19.94,288,0.950,bicubic,+5.879,+1.859,+43
tf_efficientnet_b1.ns_jft_in1k,86.669,13.331,97.382,2.618,7.79,240,0.882,bicubic,+5.275,+1.646,-18
swin_tiny_patch4_window7_224.ms_in1k,86.658,13.342,97.203,2.797,28.29,224,0.900,bicubic,+5.282,+1.659,-17
poolformer_s36.sail_in1k,86.654,13.346,97.152,2.848,30.86,224,0.900,bicubic,+5.224,+1.708,-25
gernet_l.idstcv_in1k,86.643,13.357,97.188,2.812,31.08,256,0.875,bilinear,+5.289,+1.658,-15
efficientnet_el.ra_in1k,86.630,13.370,97.186,2.814,10.59,300,0.904,bicubic,+5.318,+1.650,-15
twins_pcpvt_small.in1k,86.620,13.380,97.344,2.656,24.11,224,0.900,bicubic,+5.524,+1.696,+8
resmlp_24_224.fb_distilled_in1k,86.615,13.385,97.137,2.863,30.02,224,0.875,bicubic,+5.859,+1.913,+39
gcresnext50ts.ch_in1k,86.609,13.391,97.188,2.812,15.67,288,1.000,bicubic,+5.377,+1.644,-13
resnet50.c2_in1k,86.605,13.395,97.338,2.662,25.56,288,1.000,bicubic,+5.735,+1.804,+28
nf_resnet50.ra2_in1k,86.592,13.408,97.295,2.705,25.56,288,0.940,bicubic,+5.952,+1.963,+47
resnest50d_4s2x40d.in1k,86.588,13.412,97.267,2.733,30.42,224,0.875,bicubic,+5.468,+1.707,-2
sebotnet33ts_256.a1h_in1k,86.585,13.415,96.791,3.209,13.70,256,0.940,bicubic,+5.419,+1.623,-8
repvgg_b3.rvgg_in1k,86.579,13.421,97.139,2.861,123.09,224,0.875,bilinear,+6.073,+1.885,+53
efficientnet_b3_pruned.in1k,86.577,13.423,97.184,2.816,9.86,300,0.904,bicubic,+5.725,+1.940,+25
wide_resnet50_2.tv2_in1k,86.570,13.430,97.248,2.752,68.88,224,0.965,bilinear,+4.964,+1.486,-56
sehalonet33ts.ra2_in1k,86.566,13.434,97.002,2.998,13.69,256,0.940,bicubic,+5.610,+1.726,+11
resnet50.a1_in1k,86.541,13.459,96.842,3.158,25.56,288,1.000,bicubic,+5.327,+1.740,-17
resnet50.c1_in1k,86.536,13.464,97.235,2.765,25.56,288,1.000,bicubic,+5.624,+1.683,+12
convnext_nano.d1h_in1k,86.536,13.464,97.182,2.818,15.59,288,1.000,bicubic,+5.054,+1.524,-46
xcit_tiny_24_p16_224.fb_dist_in1k,86.534,13.466,97.218,2.782,12.12,224,1.000,bicubic,+6.080,+2.000,+56
seresnet50.a2_in1k,86.519,13.481,96.987,3.013,28.09,288,1.000,bicubic,+5.413,+1.765,-10
vit_small_patch16_384.augreg_in1k,86.502,13.498,97.182,2.818,22.20,384,1.000,bicubic,+5.386,+1.608,-12
halonet50ts.a1h_in1k,86.487,13.513,97.148,2.852,22.73,256,0.940,bicubic,+4.827,+1.538,-71
resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,86.485,13.515,97.474,2.526,44.18,224,0.875,bilinear,+5.561,+1.740,+6
maxvit_rmlp_pico_rw_256.sw_in1k,86.481,13.519,97.201,2.799,7.52,256,0.950,bicubic,+5.967,+1.987,+40
resnet152s.gluon_in1k,86.466,13.534,97.109,2.891,60.32,224,0.875,bicubic,+5.464,+1.699,-6
haloregnetz_b.ra3_in1k,86.466,13.534,96.947,3.053,11.68,224,0.940,bicubic,+5.418,+1.747,-8
mobilevitv2_200.cvnets_in1k,86.457,13.543,96.970,3.030,18.45,256,0.888,bicubic,+5.323,+1.608,-20
seresnet33ts.ra2_in1k,86.455,13.545,97.192,2.808,19.78,288,1.000,bicubic,+5.671,+1.830,+13
resnext50d_32x4d.bt_in1k,86.455,13.545,97.165,2.835,25.05,288,0.950,bicubic,+5.791,+1.745,+26
resnet50.d_in1k,86.455,13.545,97.056,2.944,25.56,288,1.000,bicubic,+5.483,+1.626,-5
resnet50.tv2_in1k,86.442,13.558,97.145,2.855,25.56,224,0.965,bilinear,+5.592,+1.711,+8
resnetv2_50x1_bit.goog_in21k_ft_in1k,86.440,13.560,97.605,2.396,25.55,448,1.000,bilinear,+6.100,+1.924,+48
resnet50.b1k_in1k,86.440,13.560,97.237,2.763,25.56,288,1.000,bicubic,+5.734,+1.805,+18
resnest50d_1s4x24d.in1k,86.432,13.568,97.152,2.848,25.68,224,0.875,bicubic,+5.444,+1.826,-13
poolformerv2_s24.sail_in1k,86.389,13.611,97.150,2.850,21.34,224,1.000,bicubic,+5.641,+1.840,+11
repvgg_b3g4.rvgg_in1k,86.368,13.632,97.047,2.953,83.83,224,0.875,bilinear,+6.152,+1.955,+60
regnety_016.tv2_in1k,86.365,13.634,97.188,2.812,11.20,224,0.965,bicubic,+5.697,+1.858,+17
darknetaa53.c2ns_in1k,86.361,13.639,97.160,2.840,36.02,288,1.000,bilinear,+5.859,+1.838,+28
efficientformer_l1.snap_dist_in1k,86.357,13.643,97.019,2.981,12.29,224,0.950,bicubic,+5.859,+2.031,+28
darknet53.c2ns_in1k,86.353,13.647,97.135,2.865,41.61,288,1.000,bicubic,+5.817,+1.701,+23
lamhalobotnet50ts_256.a1h_in1k,86.353,13.647,97.043,2.957,22.57,256,0.950,bicubic,+4.799,+1.553,-79
legacy_senet154.in1k,86.344,13.656,96.934,3.066,115.09,224,0.875,bilinear,+5.036,+1.442,-52
resnet50.a1h_in1k,86.340,13.660,97.058,2.942,25.56,224,1.000,bicubic,+5.664,+1.752,+9
cait_xxs36_224.fb_dist_in1k,86.329,13.671,97.118,2.882,17.30,224,1.000,bicubic,+6.583,+2.244,+79
tf_efficientnet_b3.in1k,86.323,13.677,96.966,3.034,12.23,300,0.904,bicubic,+5.445,+1.666,-10
gernet_m.idstcv_in1k,86.321,13.679,97.101,2.899,21.14,224,0.875,bilinear,+5.587,+1.915,+1
mobilevitv2_175.cvnets_in1k,86.321,13.679,96.985,3.015,14.25,256,0.888,bicubic,+5.461,+1.729,-10
resnet50d.a2_in1k,86.314,13.686,96.674,3.326,25.58,288,1.000,bicubic,+5.150,+1.590,-44
vit_small_patch32_384.augreg_in21k_ft_in1k,86.310,13.690,97.417,2.583,22.92,384,1.000,bicubic,+5.824,+1.821,+18
efficientnet_b2.ra_in1k,86.310,13.690,96.987,3.013,9.11,288,1.000,bicubic,+5.700,+1.673,+9
gcresnet33ts.ra2_in1k,86.304,13.696,97.058,2.942,19.88,288,1.000,bicubic,+5.704,+1.738,+8
pit_s_224.in1k,86.304,13.696,97.047,2.953,23.46,224,0.900,bicubic,+5.212,+1.477,-37
resnext50_32x4d.a1_in1k,86.284,13.716,96.710,3.290,25.03,288,1.000,bicubic,+4.818,+1.536,-80
resnext50_32x4d.a2_in1k,86.280,13.720,96.684,3.316,25.03,288,1.000,bicubic,+4.976,+1.588,-63
resnet50.b2k_in1k,86.272,13.729,97.071,2.929,25.56,288,1.000,bicubic,+5.818,+1.753,+19
senet154.gluon_in1k,86.272,13.729,96.957,3.042,115.09,224,0.875,bicubic,+5.046,+1.599,-61
resnext50_32x4d.tv2_in1k,86.269,13.731,97.054,2.946,25.03,224,0.965,bilinear,+5.087,+1.714,-55
eca_resnet33ts.ra2_in1k,86.257,13.743,97.150,2.850,19.68,288,1.000,bicubic,+5.585,+1.786,-5
resnest50d.in1k,86.248,13.752,97.069,2.931,27.48,224,0.875,bilinear,+5.284,+1.685,-34
gcvit_xxtiny.in1k,86.244,13.756,97.107,2.893,12.00,224,0.875,bicubic,+6.516,+2.027,+64
regnetx_032.tv2_in1k,86.244,13.756,97.092,2.908,15.30,224,0.965,bicubic,+5.318,+1.814,-33
vit_base_patch16_384.augreg_in1k,86.229,13.771,96.964,3.036,86.86,384,1.000,bicubic,+5.127,+1.844,-51
convmixer_768_32.in1k,86.220,13.780,97.037,2.963,21.11,224,0.960,bicubic,+6.052,+1.963,+35
cspdarknet53.ra_in1k,86.190,13.810,97.007,2.993,27.64,256,0.887,bilinear,+6.128,+1.927,+39
efficientnet_el_pruned.in1k,86.186,13.814,97.028,2.972,10.59,300,0.904,bicubic,+5.886,+1.806,+22
tresnet_m.miil_in1k,86.186,13.814,96.667,3.333,31.39,224,0.875,bilinear,+5.388,+1.811,-25
rexnet_150.nav_in1k,86.171,13.829,97.060,2.940,9.73,224,0.875,bicubic,+5.847,+1.886,+17
inception_v4.tf_in1k,86.163,13.837,96.921,3.079,42.68,299,0.875,bicubic,+6.007,+1.953,+33
inception_resnet_v2.tf_in1k,86.131,13.869,97.045,2.955,55.84,299,0.897,bicubic,+5.669,+1.737,+3
xcit_tiny_12_p8_224.fb_in1k,86.114,13.886,97.088,2.912,6.71,224,1.000,bicubic,+6.425,+2.378,+58
resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,86.101,13.899,97.212,2.788,25.03,224,0.875,bilinear,+5.763,+1.814,+12
res2net101d.in1k,86.099,13.901,96.851,3.149,45.23,224,0.875,bilinear,+4.875,+1.499,-76
resnet50.a2_in1k,86.097,13.903,96.701,3.299,25.56,288,1.000,bicubic,+5.325,+1.713,-29
tf_efficientnet_el.in1k,86.082,13.918,96.953,3.047,10.59,300,0.904,bicubic,+5.830,+1.835,+16
mobilevitv2_150.cvnets_in1k,86.082,13.918,96.857,3.143,10.59,256,0.888,bicubic,+5.712,+1.783,+5
cspresnext50.ra_in1k,86.077,13.923,97.107,2.893,20.57,256,0.887,bilinear,+5.521,+1.785,-15
convnext_pico_ols.d1_in1k,86.067,13.933,97.017,2.983,9.06,288,1.000,bicubic,+5.603,+1.771,-6
resnet101s.gluon_in1k,86.064,13.936,97.032,2.968,44.67,224,0.875,bicubic,+5.762,+1.882,+8
edgenext_small_rw.sw_in1k,86.054,13.946,96.928,3.072,7.83,320,1.000,bicubic,+5.596,+1.738,-6
lambda_resnet50ts.a1h_in1k,86.047,13.953,96.742,3.258,21.54,256,0.950,bicubic,+4.891,+1.644,-75
seresnext101_32x4d.gluon_in1k,86.026,13.974,96.972,3.027,48.96,224,0.875,bicubic,+5.134,+1.676,-48
poolformer_s24.sail_in1k,86.013,13.987,97.032,2.968,21.39,224,0.900,bicubic,+5.717,+1.960,+6
convnext_pico.d1_in1k,86.013,13.987,96.934,3.066,9.05,288,0.950,bicubic,+5.599,+1.884,-5
resnetblur50.bt_in1k,85.996,14.004,96.985,3.015,25.56,288,0.950,bicubic,+5.762,+1.751,+10
tf_efficientnet_b2.ap_in1k,85.981,14.019,96.812,3.188,9.11,260,0.890,bicubic,+5.673,+1.784,0
ecaresnet26t.ra2_in1k,85.979,14.021,97.041,2.959,16.01,320,0.950,bicubic,+6.129,+1.951,+28
resnet152.a3_in1k,85.979,14.021,96.851,3.149,60.19,224,0.950,bicubic,+5.433,+1.851,-25
seresnext101_64x4d.gluon_in1k,85.973,14.027,96.981,3.019,88.23,224,0.875,bicubic,+5.077,+1.685,-56
efficientformerv2_s1.snap_dist_in1k,85.962,14.038,96.870,3.130,6.19,224,0.950,bicubic,+6.274,+1.816,+40
vit_base_patch32_224.augreg_in21k_ft_in1k,85.956,14.044,97.128,2.872,88.22,224,0.900,bicubic,+5.240,+1.562,-41
resnext50_32x4d.ra_in1k,85.932,14.068,97.037,2.963,25.03,288,0.950,bicubic,+5.234,+1.647,-40
fbnetv3_d.ra2_in1k,85.930,14.070,97.026,2.974,10.31,256,0.950,bilinear,+6.248,+2.082,+38
resnet152d.gluon_in1k,85.919,14.081,96.814,3.186,60.21,224,0.875,bicubic,+5.443,+1.612,-23
vit_large_patch32_384.orig_in21k_ft_in1k,85.911,14.089,97.372,2.628,306.63,384,1.000,bicubic,+4.401,+1.282,-125
tf_efficientnet_b2.aa_in1k,85.896,14.104,96.864,3.136,9.11,260,0.890,bicubic,+5.812,+1.958,+7
tf_efficientnetv2_b2.in1k,85.885,14.115,96.889,3.111,10.10,260,0.890,bicubic,+5.691,+1.847,+1
vit_base_patch16_224.sam_in1k,85.872,14.128,96.691,3.309,86.57,224,0.900,bicubic,+5.628,+1.935,-4
resnet101d.gluon_in1k,85.864,14.136,96.674,3.326,44.57,224,0.875,bicubic,+5.438,+1.650,-22
repvgg_b2g4.rvgg_in1k,85.862,14.138,96.804,3.196,61.76,224,0.875,bilinear,+6.480,+2.128,+51
mixnet_xl.ra_in1k,85.804,14.196,96.716,3.284,11.90,224,0.875,bicubic,+5.322,+1.780,-31
inception_resnet_v2.tf_ens_adv_in1k,85.763,14.237,96.759,3.241,55.84,299,0.897,bicubic,+5.785,+1.813,+4
tf_efficientnet_lite3.in1k,85.757,14.243,96.891,3.109,8.20,300,0.904,bilinear,+5.949,+1.979,+19
resnext101_32x4d.gluon_in1k,85.753,14.247,96.637,3.363,44.18,224,0.875,bicubic,+5.413,+1.707,-21
xcit_tiny_24_p16_224.fb_in1k,85.746,14.254,96.932,3.068,12.12,224,1.000,bicubic,+6.298,+2.054,+42
legacy_seresnext101_32x4d.in1k,85.742,14.258,96.772,3.228,48.96,224,0.875,bilinear,+5.512,+1.746,-10
resnet101.a3_in1k,85.740,14.260,96.496,3.504,44.55,224,0.950,bicubic,+5.926,+1.890,+14
res2net50d.in1k,85.729,14.271,96.763,3.237,25.72,224,0.875,bilinear,+5.475,+1.727,-18
regnety_320.pycls_in1k,85.729,14.271,96.723,3.277,145.05,224,0.875,bicubic,+4.921,+1.485,-67
cspresnet50.ra_in1k,85.725,14.275,96.802,3.198,21.62,256,0.887,bilinear,+6.135,+2.090,+27
resmlp_big_24_224.fb_in1k,85.701,14.299,96.426,3.574,129.14,224,0.875,bicubic,+4.665,+1.408,-92
resnext101_64x4d.gluon_in1k,85.693,14.307,96.641,3.358,83.46,224,0.875,bicubic,+5.093,+1.649,-51
resnet33ts.ra2_in1k,85.691,14.309,96.755,3.245,19.68,288,1.000,bicubic,+5.965,+1.927,+13
xception71.tf_in1k,85.689,14.311,96.774,3.226,42.34,299,0.903,bicubic,+5.817,+1.846,-2
resnet50.ra_in1k,85.674,14.326,96.889,3.111,25.56,288,0.950,bicubic,+5.838,+1.923,+3
ecaresnet50t.a3_in1k,85.674,14.326,96.727,3.273,25.57,224,0.950,bicubic,+6.122,+2.033,+25
deit_small_patch16_224.fb_in1k,85.672,14.328,96.911,3.089,22.05,224,0.900,bicubic,+5.828,+1.867,-1
dpn107.mx_in1k,85.672,14.328,96.757,3.243,86.92,224,0.875,bicubic,+5.504,+1.815,-18
efficientnet_em.ra2_in1k,85.667,14.333,96.947,3.053,6.90,240,0.882,bicubic,+6.427,+2.153,+46
efficientnet_b2_pruned.in1k,85.644,14.356,96.742,3.258,8.31,260,0.890,bicubic,+5.724,+1.890,-12
resmlp_36_224.fb_in1k,85.623,14.377,96.795,3.205,44.69,224,0.875,bicubic,+5.850,+1.911,+2
mobilevitv2_125.cvnets_in1k,85.578,14.422,96.665,3.335,7.48,256,0.888,bicubic,+5.898,+1.807,+10
resnet50.bt_in1k,85.576,14.425,96.832,3.168,25.56,288,0.950,bicubic,+5.936,+1.940,+12
levit_conv_192.fb_dist_in1k,85.571,14.429,96.742,3.258,10.95,224,0.900,bicubic,+5.733,+1.964,-7
resnet32ts.ra2_in1k,85.569,14.431,96.866,3.134,17.96,288,1.000,bicubic,+6.177,+2.214,+24
levit_192.fb_dist_in1k,85.569,14.431,96.740,3.260,10.95,224,0.900,bicubic,+5.731,+1.956,-7
resnet152c.gluon_in1k,85.567,14.433,96.644,3.356,60.21,224,0.875,bicubic,+5.657,+1.800,-18
pit_xs_distilled_224.in1k,85.565,14.435,96.686,3.314,11.00,224,0.900,bicubic,+6.385,+2.324,+42
tf_efficientnetv2_b1.in1k,85.556,14.444,96.731,3.269,8.14,240,0.882,bicubic,+6.094,+2.009,+17
regnety_120.pycls_in1k,85.550,14.450,96.776,3.224,51.82,224,0.875,bicubic,+5.164,+1.648,-51
fbnetv3_b.ra2_in1k,85.520,14.480,96.857,3.143,8.60,256,0.950,bilinear,+6.378,+2.115,+41
regnetx_320.pycls_in1k,85.520,14.480,96.671,3.329,107.81,224,0.875,bicubic,+5.274,+1.649,-39
convnextv2_femto.fcmae_ft_in1k,85.503,14.497,96.806,3.194,5.23,288,0.950,bicubic,+6.165,+2.246,+22
nf_regnet_b1.ra2_in1k,85.503,14.497,96.789,3.211,10.22,288,0.900,bicubic,+6.197,+2.049,+23
dpn92.mx_in1k,85.503,14.497,96.650,3.350,37.67,224,0.875,bicubic,+5.465,+1.790,-29
regnety_160.pycls_in1k,85.490,14.510,96.616,3.384,83.59,224,0.875,bicubic,+5.192,+1.654,-47
resnet152.gluon_in1k,85.479,14.521,96.550,3.450,60.19,224,0.875,bicubic,+5.785,+1.814,-9
resnetrs50.tf_in1k,85.475,14.525,96.731,3.269,35.69,224,0.910,bicubic,+5.579,+1.759,-27
rexnet_130.nav_in1k,85.469,14.531,96.680,3.320,7.56,224,0.875,bicubic,+5.965,+2.002,+3
dpn131.mx_in1k,85.450,14.550,96.620,3.380,79.25,224,0.875,bicubic,+5.636,+1.920,-20
regnetx_160.pycls_in1k,85.396,14.604,96.650,3.350,54.28,224,0.875,bicubic,+5.530,+1.822,-27
tf_efficientnet_b2.in1k,85.396,14.604,96.586,3.414,9.11,260,0.890,bicubic,+5.792,+1.872,-6
convnext_tiny.fb_in22k_ft_in1k,85.381,14.619,96.804,3.196,28.59,288,1.000,bicubic,+6.483,+2.130,+43
dla102x2.in1k,85.375,14.625,96.629,3.371,41.28,224,0.875,bilinear,+5.931,+1.991,+4
dpn98.mx_in1k,85.351,14.649,96.511,3.489,61.57,224,0.875,bicubic,+5.681,+1.857,-12
regnetx_016.tv2_in1k,85.349,14.651,96.817,3.183,9.19,224,0.965,bicubic,+5.913,+2.049,+2
gmlp_s16_224.ra3_in1k,85.349,14.651,96.644,3.356,19.42,224,0.875,bicubic,+5.705,+2.022,-12
botnet26t_256.c1_in1k,85.332,14.668,96.631,3.369,12.49,256,0.950,bicubic,+6.076,+2.097,+16
seresnext50_32x4d.gluon_in1k,85.328,14.672,96.669,3.331,27.56,224,0.875,bicubic,+5.418,+1.845,-39
skresnext50_32x4d.ra_in1k,85.328,14.672,96.390,3.610,27.48,224,0.875,bicubic,+5.166,+1.750,-49
xception65.tf_in1k,85.315,14.685,96.644,3.356,39.92,299,0.903,bicubic,+5.759,+1.990,-12
resnet101c.gluon_in1k,85.306,14.694,96.411,3.589,44.57,224,0.875,bicubic,+5.764,+1.825,-11
lambda_resnet26t.c1_in1k,85.298,14.702,96.721,3.280,10.96,256,0.940,bicubic,+6.210,+2.130,+22
resnext50_32x4d.a3_in1k,85.298,14.702,96.328,3.672,25.03,224,0.950,bicubic,+6.030,+2.022,+9
regnety_064.pycls_in1k,85.283,14.717,96.648,3.352,30.58,224,0.875,bicubic,+5.569,+1.882,-28
resnet34d.ra2_in1k,85.272,14.728,96.701,3.299,21.82,288,0.950,bicubic,+6.836,+2.357,+62
coat_lite_mini.in1k,85.272,14.728,96.686,3.314,11.01,224,0.900,bicubic,+6.170,+2.078,+18
resmlp_24_224.fb_in1k,85.264,14.736,96.490,3.510,30.02,224,0.875,bicubic,+5.890,+1.944,-6
convnext_femto_ols.d1_in1k,85.253,14.747,96.772,3.228,5.23,288,0.950,bicubic,+6.329,+2.246,+26
cait_xxs24_224.fb_dist_in1k,85.238,14.762,96.714,3.286,11.96,224,1.000,bicubic,+6.854,+2.398,+66
regnety_080.pycls_in1k,85.238,14.762,96.639,3.361,39.18,224,0.875,bicubic,+5.370,+1.807,-48
pvt_v2_b1.in1k,85.210,14.790,96.629,3.371,14.01,224,0.900,bicubic,+6.508,+2.127,+41
xcit_tiny_12_p16_224.fb_dist_in1k,85.200,14.800,96.597,3.403,6.72,224,1.000,bicubic,+6.626,+2.399,+44
halonet26t.a1h_in1k,85.193,14.807,96.454,3.546,12.48,256,0.950,bicubic,+6.087,+2.148,+9
inception_v3.gluon_in1k,85.189,14.811,96.535,3.465,23.83,299,0.875,bicubic,+6.383,+2.161,+28
resnext101_32x8d.tv_in1k,85.189,14.811,96.456,3.544,88.79,224,0.875,bilinear,+5.879,+1.936,-9
convnext_femto.d1_in1k,85.163,14.837,96.704,3.296,5.22,288,0.950,bicubic,+6.447,+2.273,+34
resnet101.gluon_in1k,85.163,14.837,96.366,3.634,44.55,224,0.875,bicubic,+5.853,+1.844,-12
hrnet_w48.ms_in1k,85.155,14.845,96.490,3.510,77.47,224,0.875,bilinear,+5.853,+1.974,-10
regnetx_120.pycls_in1k,85.138,14.862,96.475,3.525,46.11,224,0.875,bicubic,+5.550,+1.733,-32
eca_halonext26ts.c1_in1k,85.131,14.869,96.580,3.420,10.76,256,0.940,bicubic,+5.645,+1.980,-28
resnet50.am_in1k,85.131,14.869,96.569,3.431,25.56,224,0.875,bicubic,+6.133,+2.173,+8
tf_efficientnet_b1.ap_in1k,85.131,14.869,96.407,3.593,7.79,240,0.882,bicubic,+5.851,+2.099,-12
eca_botnext26ts_256.c1_in1k,85.121,14.879,96.511,3.489,10.59,256,0.950,bicubic,+5.853,+1.905,-12
legacy_xception.tf_in1k,85.121,14.879,96.469,3.531,22.86,299,0.897,bicubic,+6.081,+2.087,+4
hrnet_w64.ms_in1k,85.112,14.888,96.738,3.262,128.06,224,0.875,bilinear,+5.638,+2.092,-31
resnet50.fb_ssl_yfcc100m_ft_in1k,85.102,14.899,96.859,3.141,25.56,224,0.875,bilinear,+5.868,+2.033,-11
lambda_resnet26rpt_256.c1_in1k,85.099,14.901,96.565,3.435,10.99,256,0.940,bicubic,+6.131,+2.127,+3
res2net101_26w_4s.in1k,85.097,14.903,96.381,3.619,45.21,224,0.875,bilinear,+5.895,+1.945,-10
tf_efficientnet_cc_b1_8e.in1k,85.065,14.935,96.428,3.572,39.72,240,0.882,bicubic,+5.763,+2.054,-20
dpn68b.ra_in1k,85.061,14.939,96.449,3.551,12.61,288,1.000,bicubic,+5.699,+2.011,-28
resnest26d.gluon_in1k,85.016,14.984,96.639,3.361,17.07,224,0.875,bilinear,+6.532,+2.345,+33
xcit_nano_12_p8_384.fb_dist_in1k,85.014,14.986,96.629,3.371,3.05,384,1.000,bicubic,+7.194,+2.589,+79
resnext50_32x4d.gluon_in1k,85.005,14.995,96.428,3.572,25.03,224,0.875,bicubic,+5.645,+1.998,-30
tf_efficientnet_b0.ns_jft_in1k,84.999,15.001,96.505,3.495,5.29,224,0.875,bicubic,+6.329,+2.131,+20
coat_tiny.in1k,84.971,15.029,96.422,3.578,5.50,224,0.900,bicubic,+6.545,+2.374,+35
regnety_040.pycls_in1k,84.956,15.044,96.612,3.388,20.65,224,0.875,bicubic,+5.724,+1.956,-20
dla169.in1k,84.929,15.071,96.537,3.463,53.39,224,0.875,bilinear,+6.221,+2.191,+14
tf_efficientnet_b1.aa_in1k,84.918,15.082,96.364,3.636,7.79,240,0.882,bicubic,+6.088,+2.166,+2
resnet50d.a3_in1k,84.903,15.097,96.285,3.715,25.58,224,0.950,bicubic,+6.181,+2.049,+9
legacy_seresnext50_32x4d.in1k,84.897,15.103,96.428,3.572,27.56,224,0.875,bilinear,+5.821,+1.996,-14
mobilevitv2_100.cvnets_in1k,84.894,15.106,96.388,3.612,4.90,256,0.888,bicubic,+6.818,+2.218,+53
hrnet_w44.ms_in1k,84.884,15.116,96.428,3.572,67.06,224,0.875,bilinear,+5.992,+2.064,-6
regnety_008_tv.tv2_in1k,84.879,15.120,96.637,3.363,6.43,224,0.965,bicubic,+6.205,+2.251,+10
resnet50s.gluon_in1k,84.879,15.120,96.439,3.561,25.68,224,0.875,bicubic,+6.161,+2.197,+5
regnetx_080.pycls_in1k,84.865,15.136,96.432,3.568,39.57,224,0.875,bicubic,+5.663,+1.880,-28
visformer_tiny.in1k,84.847,15.153,96.507,3.493,10.32,224,0.900,bicubic,+6.685,+2.343,+42
levit_conv_128.fb_dist_in1k,84.847,15.153,96.353,3.647,9.21,224,0.900,bicubic,+6.353,+2.345,+15
levit_128.fb_dist_in1k,84.845,15.155,96.353,3.647,9.21,224,0.900,bicubic,+6.355,+2.341,+15
resnet50d.gluon_in1k,84.837,15.163,96.398,3.602,25.58,224,0.875,bicubic,+5.759,+1.930,-25
res2net50_26w_8s.in1k,84.837,15.163,96.355,3.645,48.40,224,0.875,bilinear,+5.895,+2.061,-17
dla60_res2next.in1k,84.830,15.170,96.405,3.595,17.03,224,0.875,bilinear,+6.396,+2.261,+18
vit_tiny_patch16_384.augreg_in21k_ft_in1k,84.824,15.176,96.714,3.286,5.79,384,1.000,bicubic,+6.400,+2.174,+18
resnet152.tv_in1k,84.824,15.176,96.238,3.762,60.19,224,0.875,bilinear,+6.502,+2.190,+27
dla60_res2net.in1k,84.822,15.178,96.479,3.521,20.85,224,0.875,bilinear,+6.360,+2.277,+12
resnet26t.ra2_in1k,84.822,15.178,96.388,3.612,16.01,320,1.000,bicubic,+6.490,+2.264,+23
mixnet_l.ft_in1k,84.818,15.182,96.328,3.672,7.33,224,0.875,bicubic,+5.852,+2.148,-25
dla102x.in1k,84.807,15.193,96.552,3.448,26.31,224,0.875,bilinear,+6.309,+2.316,+3
hrnet_w18.ms_aug_in1k,84.785,15.214,96.462,3.538,21.30,224,0.950,bilinear,+6.659,+2.410,+33
xception41.tf_in1k,84.785,15.214,96.411,3.589,26.97,299,0.903,bicubic,+6.281,+2.135,0
pit_xs_224.in1k,84.781,15.219,96.499,3.502,10.62,224,0.900,bicubic,+6.601,+2.335,+27
regnetx_064.pycls_in1k,84.771,15.229,96.494,3.506,26.21,224,0.875,bicubic,+5.705,+2.036,-34
resnet34.a1_in1k,84.762,15.238,96.227,3.773,21.80,288,1.000,bicubic,+6.844,+3.313,+43
poolformerv2_s12.sail_in1k,84.756,15.244,96.373,3.627,11.89,224,1.000,bicubic,+6.752,+2.508,+36
gcresnext26ts.ch_in1k,84.756,15.244,96.293,3.707,10.48,288,1.000,bicubic,+6.342,+2.123,+10
hrnet_w40.ms_in1k,84.745,15.255,96.552,3.448,57.56,224,0.875,bilinear,+5.815,+2.088,-32
repvgg_b2.rvgg_in1k,84.726,15.274,96.471,3.529,89.02,224,0.875,bilinear,+5.934,+2.051,-22
res2net50_26w_6s.in1k,84.726,15.274,96.281,3.719,37.05,224,0.875,bilinear,+6.158,+2.159,-10
resmlp_12_224.fb_distilled_in1k,84.719,15.281,96.225,3.775,15.35,224,0.875,bicubic,+6.765,+2.665,+35
vit_base_patch32_384.augreg_in1k,84.717,15.283,96.326,3.674,88.30,384,1.000,bicubic,+5.965,+2.102,-23
legacy_seresnet152.in1k,84.709,15.291,96.424,3.576,66.82,224,0.875,bilinear,+6.049,+2.054,-15
cs3darknet_m.c2ns_in1k,84.694,15.306,96.486,3.514,9.31,288,0.950,bicubic,+7.060,+2.470,+47
SelecSls60b.in1k,84.662,15.338,96.300,3.700,32.77,224,0.875,bicubic,+6.248,+2.266,0
bat_resnext26ts.ch_in1k,84.653,15.347,96.268,3.732,10.73,256,0.900,bicubic,+6.401,+2.170,+9
hrnet_w32.ms_in1k,84.649,15.351,96.417,3.583,41.23,224,0.875,bilinear,+6.205,+2.229,-7
seresnext26d_32x4d.bt_in1k,84.642,15.357,96.261,3.739,16.81,288,0.950,bicubic,+5.829,+2.022,-34
tf_efficientnetv2_b0.in1k,84.625,15.375,96.279,3.721,7.14,224,0.875,bicubic,+6.267,+2.265,+1
efficientnet_b1.ft_in1k,84.611,15.389,96.334,3.666,7.79,256,1.000,bicubic,+5.811,+1.992,-34
regnetx_040.pycls_in1k,84.604,15.396,96.379,3.621,22.12,224,0.875,bicubic,+6.112,+2.137,-16
regnety_032.pycls_in1k,84.600,15.400,96.417,3.583,19.44,224,0.875,bicubic,+5.724,+2.009,-42
vit_relpos_base_patch32_plus_rpn_256.sw_in1k,84.598,15.402,96.014,3.986,119.42,256,0.900,bicubic,+5.114,+1.876,-87
seresnext26t_32x4d.bt_in1k,84.589,15.411,96.381,3.619,16.81,288,0.950,bicubic,+5.845,+2.069,-34
hrnet_w30.ms_in1k,84.583,15.417,96.381,3.619,37.71,224,0.875,bilinear,+6.391,+2.159,+3
efficientnet_es.ra_in1k,84.583,15.417,96.304,3.696,5.44,224,0.875,bicubic,+6.529,+2.380,+13
tf_mixnet_l.in1k,84.572,15.428,96.244,3.756,7.33,224,0.875,bicubic,+5.796,+2.242,-39
wide_resnet101_2.tv_in1k,84.549,15.451,96.351,3.649,126.89,224,0.875,bilinear,+5.711,+2.069,-46
vit_small_patch16_224.augreg_in1k,84.531,15.469,96.272,3.728,22.05,224,0.900,bicubic,+5.685,+1.984,-48
dla60x.in1k,84.529,15.471,96.289,3.711,17.35,224,0.875,bilinear,+6.289,+2.255,-2
legacy_seresnet101.in1k,84.499,15.501,96.326,3.674,49.33,224,0.875,bilinear,+6.113,+2.064,-14
cs3darknet_focus_m.c2ns_in1k,84.482,15.518,96.417,3.583,9.30,288,0.950,bicubic,+7.198,+2.451,+48
seresnext26ts.ch_in1k,84.482,15.518,96.319,3.681,10.39,288,1.000,bicubic,+6.210,+2.225,-10
resnet50.a3_in1k,84.482,15.518,96.003,3.997,25.56,224,0.950,bicubic,+6.434,+2.223,+6
tf_efficientnet_b1.in1k,84.478,15.522,96.076,3.924,7.79,240,0.882,bicubic,+5.918,+1.982,-34
coat_lite_tiny.in1k,84.459,15.541,96.383,3.617,5.72,224,0.900,bicubic,+6.939,+2.461,+30
tf_efficientnet_em.in1k,84.453,15.547,96.185,3.815,6.90,240,0.882,bicubic,+6.331,+2.139,-2
wide_resnet50_2.tv_in1k,84.429,15.571,96.259,3.741,68.88,224,0.875,bilinear,+5.949,+2.173,-30
repvgg_b1.rvgg_in1k,84.420,15.580,96.217,3.783,57.42,224,0.875,bilinear,+6.052,+2.121,-20
efficientnet_b1_pruned.in1k,84.391,15.610,96.140,3.860,6.33,240,0.882,bicubic,+6.148,+2.248,-13
vit_base_patch16_224.augreg_in1k,84.388,15.612,96.042,3.958,86.57,224,0.900,bicubic,+5.234,+1.952,-78
res2net50_26w_4s.in1k,84.359,15.642,96.091,3.909,25.70,224,0.875,bilinear,+6.409,+2.239,+5
hardcorenas_f.miil_green_in1k,84.320,15.680,96.025,3.975,8.20,224,0.875,bilinear,+6.222,+2.219,-7
res2net50_14w_8s.in1k,84.311,15.688,96.076,3.924,25.06,224,0.875,bilinear,+6.153,+2.230,-11
SelecSls60.in1k,84.284,15.716,96.097,3.903,30.67,224,0.875,bicubic,+6.300,+2.265,0
mobilevit_s.cvnets_in1k,84.275,15.725,96.259,3.741,5.58,256,0.900,bicubic,+5.963,+2.115,-23
regnetx_032.pycls_in1k,84.245,15.755,96.242,3.758,15.30,224,0.875,bicubic,+6.077,+2.160,-16
ese_vovnet19b_dw.ra_in1k,84.226,15.774,96.259,3.741,6.54,288,0.950,bicubic,+6.482,+2.471,+9
eca_resnext26ts.ch_in1k,84.224,15.776,96.191,3.809,10.30,288,1.000,bicubic,+6.224,+2.265,-6
convnextv2_atto.fcmae_ft_in1k,84.224,15.776,96.059,3.941,3.71,288,0.950,bicubic,+6.464,+2.333,+7
convnext_atto_ols.a2_in1k,84.220,15.780,96.217,3.783,3.70,288,0.950,bicubic,+7.004,+2.541,+32
resnet50c.gluon_in1k,84.216,15.784,96.163,3.837,25.58,224,0.875,bicubic,+6.204,+2.175,-10
res2next50.in1k,84.213,15.787,96.001,3.999,24.67,224,0.875,bilinear,+5.971,+2.165,-27
dla102.in1k,84.183,15.817,96.206,3.794,33.27,224,0.875,bilinear,+6.161,+2.274,-13
densenetblur121d.ra_in1k,84.171,15.829,96.240,3.760,8.00,288,0.950,bicubic,+6.851,+2.450,+20
rexnet_100.nav_in1k,84.158,15.842,96.247,3.753,4.80,224,0.875,bicubic,+6.296,+2.603,-5
inception_v3.tf_in1k,84.147,15.853,95.913,4.087,23.83,299,0.875,bicubic,+6.285,+2.047,-4
convnext_atto.d2_in1k,84.141,15.859,96.200,3.800,3.70,288,0.950,bicubic,+7.133,+2.498,+35
res2net50_48w_2s.in1k,84.117,15.883,95.963,4.037,25.29,224,0.875,bilinear,+6.603,+2.411,+9
xcit_tiny_12_p16_224.fb_in1k,84.111,15.889,96.236,3.764,6.72,224,1.000,bicubic,+6.971,+2.520,+27
tf_efficientnet_lite2.in1k,84.085,15.915,96.076,3.924,6.09,260,0.890,bicubic,+6.621,+2.326,+8
poolformer_s12.sail_in1k,84.045,15.955,96.178,3.822,11.92,224,0.900,bicubic,+6.811,+2.646,+20
resnet34.a2_in1k,84.045,15.955,95.924,4.076,21.80,288,1.000,bicubic,+6.887,+2.650,+23
efficientnet_b0.ra_in1k,84.034,15.966,95.965,4.035,5.29,224,0.875,bicubic,+6.340,+2.433,-6
crossvit_9_dagger_240.in1k,84.015,15.985,96.084,3.916,8.78,240,0.875,bicubic,+7.035,+2.464,+29
tf_efficientnet_cc_b0_8e.in1k,83.974,16.026,96.067,3.933,24.01,224,0.875,bicubic,+6.068,+2.407,-16
hardcorenas_e.miil_green_in1k,83.968,16.032,95.898,4.101,8.07,224,0.875,bilinear,+6.184,+2.201,-12
gmixer_24_224.ra3_in1k,83.966,16.034,95.854,4.146,24.72,224,0.875,bicubic,+5.940,+2.186,-28
regnety_016.pycls_in1k,83.963,16.037,96.005,3.995,11.20,224,0.875,bicubic,+6.102,+2.287,-17
resnext50_32x4d.tv_in1k,83.947,16.053,95.967,4.033,25.03,224,0.875,bilinear,+6.329,+2.271,-8
resnet50.gluon_in1k,83.940,16.060,96.018,3.982,25.56,224,0.875,bicubic,+6.360,+2.300,-6
densenet161.tv_in1k,83.910,16.090,96.022,3.978,28.68,224,0.875,bicubic,+6.552,+2.380,+2
inception_v3.tf_adv_in1k,83.897,16.103,95.937,4.063,23.83,299,0.875,bicubic,+6.305,+2.207,-10
mobilenetv2_120d.ra_in1k,83.897,16.103,95.903,4.097,5.83,224,0.875,bicubic,+6.595,+2.399,+3
resnet101.tv_in1k,83.857,16.143,95.888,4.112,44.55,224,0.875,bilinear,+6.481,+2.346,-2
tinynet_a.in1k,83.825,16.175,95.817,4.183,6.19,192,0.875,bicubic,+6.167,+2.277,-17
resnet26d.bt_in1k,83.791,16.209,95.960,4.040,16.01,288,0.950,bicubic,+6.383,+2.322,-5
dpn68b.mx_in1k,83.788,16.212,95.980,4.020,12.61,224,0.875,bicubic,+6.270,+2.128,-11
hardcorenas_d.miil_green_in1k,83.767,16.233,95.743,4.257,7.50,224,0.875,bilinear,+6.327,+2.253,-9
inception_v3.tv_in1k,83.765,16.235,95.886,4.114,23.83,299,0.875,bicubic,+6.331,+2.412,-9
xcit_nano_12_p8_224.fb_dist_in1k,83.737,16.263,95.954,4.046,3.05,224,1.000,bicubic,+7.405,+2.860,+35
dla60.in1k,83.712,16.288,95.928,4.072,22.04,224,0.875,bilinear,+6.666,+2.610,+9
repvgg_b1g4.rvgg_in1k,83.699,16.301,96.027,3.973,39.97,224,0.875,bilinear,+6.117,+2.191,-19
resnext26ts.ra2_in1k,83.699,16.301,95.982,4.018,10.30,288,1.000,bicubic,+6.525,+2.518,0
convmixer_1024_20_ks9_p14.in1k,83.682,16.318,95.884,4.116,24.38,224,0.960,bicubic,+6.746,+2.534,+11
legacy_seresnet50.in1k,83.669,16.331,95.984,4.016,28.09,224,0.875,bilinear,+6.025,+2.226,-26
regnetx_008.tv2_in1k,83.669,16.331,95.975,4.025,7.26,224,0.965,bicubic,+6.365,+2.309,-11
tf_efficientnet_b0.ap_in1k,83.652,16.348,95.785,4.215,5.29,224,0.875,bicubic,+6.562,+2.523,+1
skresnet34.ra_in1k,83.645,16.355,95.928,4.072,22.28,224,0.875,bicubic,+6.735,+2.784,+9
tf_efficientnet_cc_b0_4e.in1k,83.643,16.357,95.738,4.262,13.31,224,0.875,bicubic,+6.341,+2.402,-12
seresnet50.a3_in1k,83.618,16.382,95.713,4.287,28.09,224,0.950,bicubic,+6.590,+2.639,+1
densenet121.ra_in1k,83.598,16.402,96.052,3.948,7.98,288,0.950,bicubic,+7.098,+2.684,+19
resmlp_12_224.fb_in1k,83.569,16.431,95.760,4.240,15.35,224,0.875,bicubic,+6.921,+2.582,+9
densenet201.tv_in1k,83.554,16.446,95.809,4.191,20.01,224,0.875,bicubic,+6.268,+2.329,-15
mobilenetv3_large_100.miil_in21k_ft_in1k,83.554,16.446,95.452,4.548,5.48,224,0.875,bilinear,+5.636,+1.686,-46
mixnet_m.ft_in1k,83.532,16.468,95.687,4.313,5.01,224,0.875,bicubic,+6.274,+2.269,-15
legacy_seresnext26_32x4d.in1k,83.524,16.476,95.709,4.292,16.79,224,0.875,bicubic,+6.416,+2.395,-9
gernet_s.idstcv_in1k,83.513,16.487,95.798,4.202,8.17,224,0.875,bilinear,+6.603,+2.482,+1
tf_efficientnet_b0.aa_in1k,83.502,16.498,95.706,4.294,5.29,224,0.875,bicubic,+6.668,+2.486,+1
hrnet_w18.ms_in1k,83.494,16.506,95.909,4.091,21.30,224,0.875,bilinear,+6.742,+2.465,+1
resnet34.bt_in1k,83.468,16.532,95.963,4.037,21.80,288,0.950,bicubic,+6.988,+2.609,+11
SelecSls42b.in1k,83.449,16.551,95.736,4.264,32.46,224,0.875,bicubic,+6.279,+2.344,-17
efficientformerv2_s0.snap_dist_in1k,83.398,16.602,95.817,4.183,3.60,224,0.950,bicubic,+7.280,+2.957,+16
hardcorenas_c.miil_green_in1k,83.353,16.647,95.713,4.287,5.52,224,0.875,bilinear,+6.295,+2.545,-14
tf_efficientnet_lite1.in1k,83.338,16.662,95.647,4.353,5.42,240,0.882,bicubic,+6.694,+2.417,-2
dpn68.mx_in1k,83.195,16.805,95.617,4.383,12.61,224,0.875,bicubic,+6.849,+2.609,+9
tf_mixnet_m.in1k,83.189,16.811,95.469,4.531,5.01,224,0.875,bicubic,+6.235,+2.315,-12
regnetx_016.pycls_in1k,83.180,16.820,95.740,4.260,9.19,224,0.875,bicubic,+6.256,+2.325,-11
tf_efficientnet_es.in1k,83.180,16.820,95.583,4.417,5.44,224,0.875,bicubic,+6.580,+2.381,-4
xcit_nano_12_p16_384.fb_dist_in1k,83.174,16.826,95.755,4.245,3.05,384,1.000,bicubic,+7.716,+3.059,+23
mobilenetv2_140.ra_in1k,83.174,16.826,95.687,4.313,6.11,224,0.875,bicubic,+6.654,+2.821,-1
levit_128s.fb_dist_in1k,83.052,16.948,95.533,4.467,7.78,224,0.900,bicubic,+6.526,+2.661,-4
levit_conv_128s.fb_dist_in1k,83.046,16.954,95.536,4.464,7.78,224,0.900,bicubic,+6.526,+2.550,-3
repvgg_a2.rvgg_in1k,82.994,17.006,95.593,4.407,28.21,224,0.875,bilinear,+6.536,+2.591,-1
resnet50.tv_in1k,82.960,17.040,95.472,4.529,25.56,224,0.875,bilinear,+6.830,+2.614,+3
resnet26.bt_in1k,82.917,17.083,95.726,4.274,16.00,288,0.950,bicubic,+6.551,+2.546,-2
hardcorenas_b.miil_green_in1k,82.870,17.130,95.395,4.605,5.18,224,0.875,bilinear,+6.334,+2.635,-11
mobilevitv2_075.cvnets_in1k,82.796,17.204,95.570,4.430,2.87,256,0.888,bicubic,+7.188,+2.826,+11
densenet169.tv_in1k,82.689,17.311,95.604,4.396,14.15,224,0.875,bicubic,+6.789,+2.576,+5
vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,82.680,17.320,95.845,4.155,6.36,384,1.000,bicubic,+6.718,+2.581,+2
regnety_004.tv2_in1k,82.642,17.358,95.499,4.501,4.34,224,0.965,bicubic,+7.044,+2.803,+9
edgenext_x_small.in1k,82.580,17.420,95.459,4.541,2.34,288,1.000,bicubic,+6.892,+2.693,+4
tf_efficientnet_b0.in1k,82.563,17.437,95.418,4.582,5.29,224,0.875,bicubic,+6.031,+2.410,-16
mixnet_s.ft_in1k,82.518,17.482,95.363,4.637,4.13,224,0.875,bicubic,+6.524,+2.093,-3
vit_small_patch32_224.augreg_in21k_ft_in1k,82.516,17.484,95.664,4.336,22.88,224,0.900,bicubic,+6.522,+2.866,-5
regnety_008.pycls_in1k,82.482,17.518,95.491,4.509,6.26,224,0.875,bicubic,+6.180,+2.431,-9
efficientnet_lite0.ra_in1k,82.373,17.627,95.296,4.704,4.65,224,0.875,bicubic,+6.893,+2.774,+6
resnest14d.gluon_in1k,82.356,17.644,95.337,4.663,10.61,224,0.875,bilinear,+6.846,+2.833,+4
hardcorenas_a.miil_green_in1k,82.328,17.672,95.296,4.704,5.26,224,0.875,bilinear,+6.398,+2.786,-6
efficientnet_es_pruned.in1k,82.298,17.702,95.296,4.704,5.44,224,0.875,bicubic,+7.284,+2.850,+13
mobilenetv3_rw.rmsp_in1k,82.264,17.736,95.234,4.766,5.48,224,0.875,bicubic,+6.644,+2.531,-3
semnasnet_100.rmsp_in1k,82.260,17.740,95.222,4.778,3.89,224,0.875,bicubic,+6.810,+2.628,+4
mobilenetv3_large_100.ra_in1k,82.181,17.819,95.190,4.810,5.48,224,0.875,bicubic,+6.415,+2.652,-8
vit_tiny_patch16_224.augreg_in21k_ft_in1k,82.076,17.924,95.474,4.526,5.72,224,0.900,bicubic,+6.622,+2.630,0
mobilenetv2_110d.ra_in1k,82.076,17.924,95.072,4.928,4.52,224,0.875,bicubic,+7.020,+2.886,+7
tf_mixnet_s.in1k,82.036,17.964,95.126,4.874,4.13,224,0.875,bicubic,+6.384,+2.490,-9
repvgg_b0.rvgg_in1k,82.001,17.999,95.104,4.896,15.82,224,0.875,bilinear,+6.859,+2.688,+1
deit_tiny_distilled_patch16_224.fb_in1k,81.993,18.007,95.138,4.862,5.91,224,0.900,bicubic,+7.493,+3.246,+16
mixer_b16_224.goog_in21k_ft_in1k,81.976,18.024,94.451,5.549,59.88,224,0.875,bicubic,+5.374,+2.227,-35
hrnet_w18_small_v2.ms_in1k,81.972,18.029,95.160,4.840,15.60,224,0.875,bilinear,+6.858,+2.746,0
tf_efficientnet_lite0.in1k,81.948,18.052,95.160,4.840,4.65,224,0.875,bicubic,+7.118,+2.988,+5
tinynet_b.in1k,81.880,18.120,94.876,5.124,3.73,188,0.875,bicubic,+6.902,+2.690,+2
tf_mobilenetv3_large_100.in1k,81.843,18.157,95.062,4.938,5.48,224,0.875,bilinear,+6.327,+2.468,-12
pit_ti_distilled_224.in1k,81.779,18.221,95.096,4.904,5.10,224,0.900,bicubic,+7.525,+3.142,+11
densenet121.tv_in1k,81.732,18.268,95.036,4.964,7.98,224,0.875,bicubic,+6.968,+2.882,+3
regnety_006.pycls_in1k,81.715,18.285,95.115,4.885,6.06,224,0.875,bicubic,+6.445,+2.589,-9
regnetx_004_tv.tv2_in1k,81.681,18.319,95.062,4.938,5.50,224,0.965,bicubic,+7.085,+2.884,+5
resnet18d.ra2_in1k,81.679,18.321,95.076,4.923,11.71,288,0.950,bicubic,+7.885,+3.239,+15
dla34.in1k,81.666,18.334,94.867,5.133,15.74,224,0.875,bilinear,+7.028,+2.803,+1
xcit_nano_12_p8_224.fb_in1k,81.647,18.353,95.271,4.729,3.05,224,1.000,bicubic,+7.731,+3.101,+11
crossvit_9_240.in1k,81.615,18.385,94.978,5.022,8.55,240,0.875,bicubic,+7.657,+3.010,+9
fbnetc_100.rmsp_in1k,81.562,18.438,94.970,5.030,5.57,224,0.875,bilinear,+6.432,+2.582,-13
mobilevit_xs.cvnets_in1k,81.549,18.451,95.025,4.975,2.32,256,0.900,bicubic,+6.913,+2.679,-2
legacy_seresnet34.in1k,81.540,18.460,94.893,5.107,21.96,224,0.875,bilinear,+6.732,+2.767,-7
regnetx_008.pycls_in1k,81.485,18.515,95.051,4.949,7.26,224,0.875,bicubic,+6.455,+2.713,-13
resnet34.gluon_in1k,81.483,18.517,94.801,5.199,21.80,224,0.875,bicubic,+6.905,+2.817,-3
mnasnet_100.rmsp_in1k,81.446,18.554,94.914,5.086,4.38,224,0.875,bicubic,+6.796,+2.790,-8
vgg19_bn.tv_in1k,81.438,18.562,94.771,5.229,143.68,224,0.875,bilinear,+7.222,+2.927,-2
vit_base_patch32_224.augreg_in1k,81.143,18.857,94.427,5.572,88.22,224,0.900,bicubic,+6.249,+2.649,-14
convit_tiny.fb_in1k,81.126,18.874,95.036,4.964,5.71,224,0.875,bicubic,+8.014,+3.324,+10
crossvit_tiny_240.in1k,81.092,18.908,94.983,5.017,7.01,240,0.875,bicubic,+7.756,+3.075,+6
resnet18.a1_in1k,81.041,18.959,94.357,5.643,11.69,288,1.000,bicubic,+7.883,+3.331,+7
spnasnet_100.rmsp_in1k,80.880,19.119,94.528,5.472,4.42,224,0.875,bilinear,+6.794,+2.708,-6
resnet34.a3_in1k,80.816,19.184,94.355,5.645,21.80,224,0.950,bicubic,+7.846,+3.247,+10
ghostnet_100.in1k,80.705,19.295,94.293,5.707,5.18,224,0.875,bilinear,+6.723,+2.827,-6
regnety_004.pycls_in1k,80.652,19.348,94.682,5.318,4.34,224,0.875,bicubic,+6.624,+2.932,-8
skresnet18.ra_in1k,80.648,19.352,94.378,5.622,11.96,224,0.875,bicubic,+7.610,+3.206,+4
regnetx_006.pycls_in1k,80.639,19.361,94.530,5.470,6.20,224,0.875,bicubic,+6.771,+2.852,-6
pit_ti_224.in1k,80.597,19.404,94.618,5.383,4.85,224,0.900,bicubic,+7.687,+3.218,+6
resnet18.fb_swsl_ig1b_ft_in1k,80.586,19.414,94.737,5.263,11.69,224,0.875,bilinear,+7.304,+3.005,-2
vgg16_bn.tv_in1k,80.571,19.429,94.600,5.400,138.37,224,0.875,bilinear,+7.201,+3.086,-5
semnasnet_075.rmsp_in1k,80.481,19.519,94.317,5.684,2.91,224,0.875,bicubic,+7.489,+3.178,0
resnet34.tv_in1k,80.383,19.617,94.430,5.570,21.80,224,0.875,bilinear,,,
resnet18.a2_in1k,80.306,19.694,94.101,5.899,11.69,288,1.000,bicubic,+7.934,+3.505,+5
mobilenetv2_100.ra_in1k,80.253,19.747,94.186,5.814,3.50,224,0.875,bicubic,+7.277,+3.176,-2
xcit_nano_12_p16_224.fb_dist_in1k,80.238,19.762,94.353,5.647,3.05,224,1.000,bicubic,+7.928,+3.493,+5
vit_base_patch32_224.sam_in1k,80.214,19.786,93.823,6.177,88.22,224,0.900,bicubic,+6.520,+2.809,-13
resnet18.fb_ssl_yfcc100m_ft_in1k,80.084,19.916,94.592,5.408,11.69,224,0.875,bilinear,+7.490,+3.174,-2
tf_mobilenetv3_large_075.in1k,80.084,19.916,94.184,5.816,3.99,224,0.875,bilinear,+6.652,+2.832,-14
deit_tiny_patch16_224.fb_in1k,80.011,19.988,94.447,5.553,5.72,224,0.900,bicubic,+7.840,+3.335,+4
hrnet_w18_small.ms_in1k,79.550,20.450,93.906,6.093,13.19,224,0.875,bilinear,+7.212,+3.228,-1
vgg19.tv_in1k,79.484,20.516,93.868,6.132,143.67,224,0.875,bilinear,+7.106,+2.994,-4
regnetx_004.pycls_in1k,79.412,20.588,93.849,6.151,5.16,224,0.875,bicubic,+7.014,+3.021,-6
tf_mobilenetv3_large_minimal_100.in1k,79.232,20.768,93.702,6.298,3.92,224,0.875,bilinear,+6.974,+3.064,-2
edgenext_xx_small.in1k,79.175,20.825,93.819,6.181,1.33,288,1.000,bicubic,+7.297,+3.267,+2
legacy_seresnet18.in1k,79.166,20.834,93.776,6.224,11.78,224,0.875,bicubic,+7.400,+3.444,+3
resnet14t.c3_in1k,79.140,20.860,93.567,6.433,10.08,224,0.950,bicubic,+6.886,+3.265,-4
vgg16.tv_in1k,79.038,20.962,93.644,6.356,138.36,224,0.875,bilinear,+7.446,+3.260,+2
vgg13_bn.tv_in1k,78.995,21.005,93.661,6.339,133.05,224,0.875,bilinear,+7.407,+3.283,+2
vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,78.991,21.009,93.898,6.102,6.34,224,0.900,bicubic,+7.193,+3.074,-2
lcnet_100.ra2_in1k,78.897,21.103,93.548,6.452,2.95,224,0.875,bicubic,+6.801,+3.186,-6
pvt_v2_b0.in1k,78.756,21.244,93.836,6.164,3.67,224,0.900,bicubic,+8.096,+3.640,+2
tinynet_c.in1k,78.444,21.556,93.127,6.873,2.46,184,0.875,bicubic,+7.204,+3.393,-1
resnet18.gluon_in1k,78.372,21.628,93.129,6.871,11.69,224,0.875,bicubic,+7.534,+3.375,-1
mobilevitv2_050.cvnets_in1k,78.114,21.887,93.571,6.429,1.37,256,0.888,bicubic,+7.975,+3.651,+2
vgg11_bn.tv_in1k,77.956,22.044,93.232,6.768,132.87,224,0.875,bilinear,+7.573,+3.424,-1
xcit_nano_12_p16_224.fb_in1k,77.904,22.096,93.437,6.563,3.05,224,1.000,bicubic,+7.942,+3.675,+1
regnety_002.pycls_in1k,77.420,22.580,92.905,7.095,3.16,224,0.875,bicubic,+7.142,+3.377,-2
resnet18.tv_in1k,77.287,22.713,92.747,7.253,11.69,224,0.875,bilinear,+7.527,+3.677,+1
mixer_l16_224.goog_in21k_ft_in1k,77.279,22.721,90.584,9.416,208.20,224,0.875,bicubic,+5.225,+2.910,-14
vgg13.tv_in1k,77.227,22.773,92.692,7.308,133.05,224,0.875,bilinear,+7.295,+3.442,-2
mobilevit_xxs.cvnets_in1k,76.604,23.396,92.675,7.325,1.27,256,0.900,bicubic,+7.672,+3.733,0
resnet18.a3_in1k,76.454,23.546,92.233,7.767,11.69,224,0.950,bicubic,+8.200,+4.057,+3
vgg11.tv_in1k,76.384,23.616,92.156,7.844,132.86,224,0.875,bilinear,+7.362,+3.532,-3
resnet10t.c3_in1k,76.173,23.827,92.222,7.778,5.44,224,0.950,bicubic,+7.815,+4.182,0
regnetx_002.pycls_in1k,76.124,23.876,92.194,7.806,2.68,224,0.875,bicubic,+7.378,+3.658,-2
lcnet_075.ra2_in1k,76.036,23.964,92.060,7.940,2.36,224,0.875,bicubic,+7.254,+3.700,-4
dla60x_c.in1k,75.622,24.378,92.169,7.831,1.32,224,0.875,bilinear,+7.724,+3.747,0
mobilenetv3_small_100.lamb_in1k,74.913,25.087,91.492,8.508,2.54,224,0.875,bicubic,+7.257,+3.856,0
tf_mobilenetv3_small_100.in1k,74.721,25.279,91.261,8.739,2.54,224,0.875,bilinear,+6.803,+3.587,-3
tinynet_d.in1k,74.290,25.710,90.917,9.083,2.34,152,0.875,bicubic,+7.316,+3.855,-1
mnasnet_small.lamb_in1k,73.801,26.199,90.732,9.268,2.03,224,0.875,bicubic,+7.605,+4.228,-1
dla46x_c.in1k,73.649,26.351,91.090,8.910,1.07,224,0.875,bilinear,+7.661,+4.110,-1
mobilenetv2_050.lamb_in1k,73.463,26.537,90.322,9.678,1.97,224,0.875,bicubic,+7.513,+4.234,-1
tf_mobilenetv3_small_075.in1k,72.804,27.196,90.046,9.954,2.04,224,0.875,bilinear,+7.076,+3.920,-1
dla46_c.in1k,72.622,27.378,90.503,9.497,1.30,224,0.875,bilinear,+7.750,+4.205,0
mobilenetv3_small_075.lamb_in1k,72.312,27.688,89.668,10.332,2.04,224,0.875,bicubic,+7.079,+4.222,-2
lcnet_050.ra2_in1k,70.423,29.577,88.838,11.162,1.88,224,0.875,bicubic,+7.303,+4.452,-1
tf_mobilenetv3_small_minimal_100.in1k,70.098,29.902,88.516,11.485,2.04,224,0.875,bilinear,+7.208,+4.276,-1
tinynet_e.in1k,66.806,33.194,86.280,13.720,2.04,106,0.875,bicubic,+6.940,+4.516,-1
mobilenetv3_small_050.lamb_in1k,64.695,35.305,84.854,15.146,1.59,224,0.875,bicubic,+6.785,+4.674,-1