pytorch-image-models/results/results-imagenet-real.csv

model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation,top1_diff,top5_diff,rank_diff
eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,91.152,8.848,98.721,1.279,305.08,1.000,bicubic,+1.098,-0.335,0
eva_giant_patch14_336.clip_ft_in1k,336,91.078,8.922,98.604,1.396,"1,013.01",1.000,bicubic,+1.616,-0.224,+5
eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,91.048,8.952,98.685,1.315,305.08,1.000,bicubic,+1.082,-0.331,-1
eva_giant_patch14_560.m30m_ft_in22k_in1k,560,90.956,9.044,98.676,1.324,"1,014.45",1.000,bicubic,+1.160,-0.314,-1
eva02_large_patch14_448.mim_in22k_ft_in1k,448,90.930,9.070,98.678,1.322,305.08,1.000,bicubic,+1.298,-0.276,-1
eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,90.920,9.080,98.819,1.181,87.12,1.000,bicubic,+2.238,+0.091,+6
eva_large_patch14_336.in22k_ft_in1k,336,90.915,9.085,98.789,1.211,304.53,1.000,bicubic,+2.225,+0.079,+4
eva_giant_patch14_224.clip_ft_in1k,224,90.903,9.098,98.680,1.319,"1,012.56",0.900,bicubic,+2.017,+0.000,+1
eva_giant_patch14_336.m30m_ft_in22k_in1k,336,90.894,9.106,98.661,1.339,"1,013.01",1.000,bicubic,+1.324,-0.293,-4
eva02_large_patch14_448.mim_m38m_ft_in1k,448,90.888,9.113,98.648,1.351,305.08,1.000,bicubic,+1.334,-0.276,-4
eva_large_patch14_336.in22k_ft_in22k_in1k,336,90.875,9.125,98.723,1.277,304.53,1.000,bicubic,+1.625,-0.129,-3
caformer_b36.sail_in22k_ft_in1k_384,384,90.804,9.196,98.862,1.138,98.75,1.000,bicubic,+2.738,+0.272,+22
eva02_base_patch14_448.mim_in22k_ft_in1k,448,90.787,9.213,98.738,1.262,87.12,1.000,bicubic,+2.521,+0.168,+12
beit_large_patch16_512.in22k_ft_in22k_in1k,512,90.715,9.285,98.770,1.230,305.67,1.000,bicubic,+2.137,+0.110,+3
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,90.702,9.298,98.821,1.179,200.13,1.000,bicubic,+2.368,+0.247,+7
regnety_1280.swag_ft_in1k,384,90.676,9.324,98.817,1.183,644.81,1.000,bicubic,+2.452,+0.119,+13
convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,90.668,9.332,98.806,1.194,846.47,1.000,bicubic,+2.046,+0.088,-2
convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,90.668,9.332,98.762,1.238,200.13,1.000,bicubic,+2.778,+0.314,+22
volo_d5_512.sail_in1k,512,90.627,9.373,98.702,1.298,296.09,1.150,bicubic,+3.561,+0.728,+51
beit_large_patch16_384.in22k_ft_in22k_in1k,384,90.599,9.401,98.772,1.228,305.00,1.000,bicubic,+2.217,+0.164,0
volo_d5_448.sail_in1k,448,90.587,9.414,98.689,1.311,295.91,1.150,bicubic,+3.609,+0.761,+55
tf_efficientnet_l2.ns_jft_in1k,800,90.574,9.426,98.777,1.223,480.31,0.960,bicubic,+2.212,+0.121,-1
maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,90.569,9.431,98.621,1.379,116.14,1.000,bicubic,+2.757,+0.253,+20
maxvit_base_tf_512.in21k_ft_in1k,512,90.567,9.433,98.702,1.298,119.88,1.000,bicubic,+2.355,+0.164,+6
eva_large_patch14_196.in22k_ft_in22k_in1k,196,90.561,9.439,98.695,1.304,304.14,1.000,bicubic,+1.965,+0.033,-9
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,90.557,9.443,98.800,1.200,200.13,1.000,bicubic,+2.587,+0.326,+10
vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,90.542,9.458,98.683,1.317,304.53,1.000,bicubic,+2.278,+0.155,-1
convnext_xlarge.fb_in22k_ft_in1k_384,384,90.537,9.463,98.770,1.230,350.20,1.000,bicubic,+2.771,+0.216,+16
tf_efficientnet_l2.ns_jft_in1k_475,475,90.527,9.473,98.708,1.292,480.31,0.936,bicubic,+2.277,+0.152,-2
convnextv2_huge.fcmae_ft_in22k_in1k_512,512,90.527,9.473,98.704,1.296,660.29,1.000,bicubic,+1.667,-0.036,-20
eva_large_patch14_196.in22k_ft_in1k,196,90.522,9.477,98.775,1.226,304.14,1.000,bicubic,+2.566,+0.294,+6
volo_d4_448.sail_in1k,448,90.512,9.488,98.595,1.405,193.41,1.150,bicubic,+3.722,+0.715,+56
vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,90.501,9.499,98.634,1.366,632.46,1.000,bicubic,+1.873,-0.036,-19
maxvit_xlarge_tf_512.in21k_ft_in1k,512,90.501,9.499,98.595,1.405,475.77,1.000,bicubic,+1.961,-0.057,-16
convformer_b36.sail_in22k_ft_in1k_384,384,90.488,9.512,98.775,1.226,99.88,1.000,bicubic,+2.886,+0.343,+13
convnextv2_huge.fcmae_ft_in22k_in1k_384,384,90.475,9.524,98.687,1.313,660.29,1.000,bicubic,+1.813,-0.047,-24
caformer_m36.sail_in22k_ft_in1k_384,384,90.475,9.524,98.668,1.332,56.20,1.000,bicubic,+3.004,+0.360,+17
swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,90.444,9.556,98.749,1.251,87.92,1.000,bicubic,+3.303,+0.521,+29
vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,90.444,9.556,98.642,1.358,632.05,1.000,bicubic,+2.165,+0.090,-15
caformer_b36.sail_in22k_ft_in1k,224,90.437,9.563,98.760,1.240,98.75,1.000,bicubic,+2.997,+0.428,+14
maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,90.437,9.563,98.747,1.253,116.09,1.000,bicubic,+2.959,+0.373,+11
vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,90.435,9.565,98.642,1.358,304.53,1.000,bicubic,+2.243,+0.072,-11
vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,90.428,9.572,98.689,1.311,64.27,1.000,bicubic,+2.992,+0.431,+13
beit_base_patch16_384.in22k_ft_in22k_in1k,384,90.407,9.593,98.738,1.262,86.74,1.000,bicubic,+3.591,+0.602,+42
coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,90.392,9.608,98.648,1.351,73.88,1.000,bicubic,+2.990,+0.340,+13
maxvit_large_tf_512.in21k_ft_in1k,512,90.382,9.618,98.642,1.358,212.33,1.000,bicubic,+2.145,+0.034,-18
convnextv2_base.fcmae_ft_in22k_in1k_384,384,90.375,9.625,98.666,1.334,88.72,1.000,bicubic,+2.737,+0.250,-1
maxvit_xlarge_tf_384.in21k_ft_in1k,384,90.369,9.631,98.582,1.418,475.32,1.000,bicubic,+2.065,+0.042,-25
maxvit_base_tf_384.in21k_ft_in1k,384,90.362,9.638,98.683,1.317,119.65,1.000,bicubic,+2.434,+0.145,-12
beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,90.362,9.638,98.582,1.418,304.43,0.950,bicubic,+1.956,-0.020,-30
convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,90.358,9.642,98.770,1.230,88.59,1.000,bicubic,+3.208,+0.542,+15
seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,90.354,9.646,98.740,1.260,149.39,1.000,bicubic,+3.046,+0.406,+9
convnextv2_large.fcmae_ft_in22k_in1k_384,384,90.352,9.648,98.646,1.354,197.96,1.000,bicubic,+2.174,+0.128,-21
vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,90.345,9.655,98.661,1.339,304.20,1.000,bicubic,+2.183,+0.121,-22
convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,90.345,9.655,98.648,1.351,200.13,1.000,bicubic,+3.009,+0.427,+6
convnext_base.fb_in22k_ft_in1k_384,384,90.343,9.657,98.796,1.204,88.59,1.000,bicubic,+3.517,+0.552,+29
vit_large_patch14_clip_336.laion2b_ft_in1k,336,90.337,9.663,98.597,1.403,304.53,1.000,bicubic,+2.471,+0.243,-16
maxvit_large_tf_384.in21k_ft_in1k,384,90.320,9.680,98.674,1.326,212.03,1.000,bicubic,+2.324,+0.106,-23
vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,90.317,9.682,98.670,1.330,304.20,1.000,bicubic,+2.419,+0.262,-20
caformer_s36.sail_in22k_ft_in1k_384,384,90.315,9.685,98.806,1.194,39.30,1.000,bicubic,+3.451,+0.585,+21
vit_large_patch14_clip_224.openai_ft_in1k,224,90.313,9.687,98.646,1.354,304.20,1.000,bicubic,+2.453,+0.216,-19
convnext_large.fb_in22k_ft_in1k_384,384,90.307,9.693,98.666,1.334,197.77,1.000,bicubic,+2.851,+0.286,-8
convformer_m36.sail_in22k_ft_in1k_384,384,90.251,9.749,98.657,1.343,57.05,1.000,bicubic,+3.383,+0.531,+17
deit3_large_patch16_384.fb_in22k_ft_in1k,384,90.249,9.751,98.627,1.373,304.76,1.000,bicubic,+2.515,+0.119,-19
convformer_b36.sail_in22k_ft_in1k,224,90.247,9.753,98.704,1.296,99.88,1.000,bicubic,+3.263,+0.546,+10
regnety_320.swag_ft_in1k,384,90.245,9.755,98.768,1.232,145.05,1.000,bicubic,+3.385,+0.412,+16
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,90.243,9.757,98.781,1.219,93.59,1.000,bicubic,+3.521,+0.599,+25
convnextv2_huge.fcmae_ft_in1k,288,90.236,9.764,98.550,1.450,660.29,1.000,bicubic,+3.618,+0.582,+27
dm_nfnet_f6.dm_in1k,576,90.228,9.772,98.629,1.371,438.36,0.956,bicubic,+3.856,+0.737,+50
nextvit_large.bd_ssld_6m_in1k_384,384,90.219,9.781,98.781,1.219,57.87,1.000,bicubic,+3.677,+0.649,+31
vit_large_patch16_384.augreg_in21k_ft_in1k,384,90.219,9.781,98.653,1.347,304.72,1.000,bicubic,+3.125,+0.347,-1
deit3_huge_patch14_224.fb_in22k_ft_in1k,224,90.213,9.787,98.636,1.364,632.13,1.000,bicubic,+3.033,+0.372,-7
tf_efficientnetv2_l.in21k_ft_in1k,480,90.211,9.789,98.721,1.279,118.52,1.000,bicubic,+3.409,+0.585,+14
vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,90.207,9.793,98.651,1.349,86.86,0.950,bicubic,+3.178,+0.457,-3
vit_base_patch16_clip_384.laion2b_ft_in1k,384,90.198,9.802,98.698,1.302,86.86,1.000,bicubic,+3.560,+0.690,+19
swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,90.192,9.809,98.610,1.390,196.74,1.000,bicubic,+2.718,+0.346,-24
nextvit_base.bd_ssld_6m_in1k_384,384,90.185,9.815,98.815,1.185,44.82,1.000,bicubic,+3.821,+0.775,+42
vit_huge_patch14_clip_224.laion2b_ft_in1k,224,90.185,9.815,98.555,1.445,632.05,1.000,bicubic,+2.561,+0.327,-30
cait_m48_448.fb_dist_in1k,448,90.181,9.819,98.482,1.518,356.46,1.000,bicubic,+3.699,+0.736,+31
vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,90.177,9.823,98.565,1.435,86.86,1.000,bicubic,+2.965,+0.537,-16
volo_d3_448.sail_in1k,448,90.177,9.823,98.537,1.462,86.63,1.000,bicubic,+3.665,+0.828,+26
beit_large_patch16_224.in22k_ft_in22k_in1k,224,90.159,9.841,98.728,1.272,304.43,0.900,bicubic,+2.671,+0.412,-32
tf_efficientnet_b7.ns_jft_in1k,600,90.151,9.849,98.604,1.396,66.35,0.949,bicubic,+3.299,+0.524,0
dm_nfnet_f6.dm_in1k,448,90.117,9.883,98.572,1.428,438.36,0.956,bicubic,+3.963,+0.804,+54
beitv2_large_patch16_224.in1k_ft_in1k,224,90.112,9.887,98.437,1.563,304.43,0.950,bicubic,+2.698,+0.221,-28
vit_large_patch14_clip_224.laion2b_ft_in1k,224,90.110,9.890,98.559,1.441,304.20,1.000,bicubic,+2.812,+0.321,-24
convnext_xlarge.fb_in22k_ft_in1k,288,90.095,9.905,98.629,1.371,350.20,1.000,bicubic,+2.721,+0.299,-28
swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,90.068,9.932,98.713,1.287,87.90,1.000,bicubic,+3.630,+0.645,+24
caformer_b36.sail_in1k_384,384,90.068,9.932,98.501,1.499,98.75,1.000,bicubic,+3.664,+0.677,+26
convnextv2_base.fcmae_ft_in22k_in1k,288,90.066,9.934,98.670,1.330,88.72,1.000,bicubic,+3.067,+0.506,-18
swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,90.066,9.934,98.663,1.337,196.74,1.000,bicubic,+2.927,+0.433,-22
cait_m36_384.fb_dist_in1k,384,90.055,9.945,98.495,1.505,271.22,1.000,bicubic,+3.991,+0.763,+54
convformer_s36.sail_in22k_ft_in1k_384,384,90.046,9.954,98.627,1.373,40.01,1.000,bicubic,+3.666,+0.651,+25
tiny_vit_21m_512.dist_in22k_ft_in1k,512,90.031,9.969,98.482,1.518,21.27,1.000,bicubic,+3.579,+0.598,+18
seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,90.027,9.973,98.691,1.309,93.59,1.000,bicubic,+3.509,+0.655,+11
tf_efficientnetv2_m.in21k_ft_in1k,480,90.014,9.986,98.663,1.337,54.14,1.000,bicubic,+4.000,+0.707,+57
hgnetv2_b6.ssld_stage1_in22k_in1k,288,90.008,9.992,98.683,1.317,75.26,1.000,bicubic,+3.710,+0.595,+26
convnextv2_large.fcmae_ft_in22k_in1k,288,90.006,9.994,98.636,1.364,197.96,1.000,bicubic,+2.512,+0.276,-49
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,90.004,9.996,98.702,1.298,93.59,0.950,bicubic,+3.468,+0.608,+5
deit3_large_patch16_224.fb_in22k_ft_in1k,224,90.004,9.996,98.661,1.339,304.37,1.000,bicubic,+3.018,+0.421,-26
vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,89.997,10.003,98.602,1.399,64.11,0.950,bicubic,+3.393,+0.665,-4
convnext_base.clip_laiona_augreg_ft_in1k_384,384,89.997,10.003,98.548,1.452,88.59,1.000,bicubic,+3.509,+0.586,+8
convnextv2_large.fcmae_ft_in22k_in1k,224,89.987,10.014,98.546,1.454,197.96,0.875,bicubic,+2.723,+0.302,-40
hiera_huge_224.mae_in1k_ft_in1k,224,89.980,10.020,98.360,1.640,672.78,0.900,bicubic,+3.146,+0.350,-20
convnext_xlarge.fb_in22k_ft_in1k,224,89.976,10.024,98.578,1.422,350.20,0.875,bicubic,+3.006,+0.374,-28
maxvit_base_tf_512.in1k,512,89.972,10.028,98.446,1.554,119.88,1.000,bicubic,+3.374,+0.520,-6
vit_base_patch16_384.augreg_in21k_ft_in1k,384,89.967,10.033,98.678,1.322,86.86,1.000,bicubic,+3.961,+0.678,+48
nextvit_small.bd_ssld_6m_in1k_384,384,89.961,10.039,98.723,1.277,31.76,1.000,bicubic,+4.005,+0.823,+50
convnextv2_large.fcmae_ft_in1k,288,89.961,10.039,98.548,1.452,197.96,1.000,bicubic,+3.835,+0.730,+32
maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,89.950,10.050,98.427,1.573,116.14,0.950,bicubic,+3.042,+0.422,-31
caformer_m36.sail_in1k_384,384,89.944,10.056,98.444,1.556,56.20,1.000,bicubic,+3.784,+0.627,+26
convnext_small.fb_in22k_ft_in1k_384,384,89.927,10.073,98.691,1.309,50.22,1.000,bicubic,+4.173,+0.809,+68
regnety_160.swag_ft_in1k,384,89.925,10.075,98.638,1.362,83.59,1.000,bicubic,+3.907,+0.588,+39
swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,89.920,10.080,98.505,1.494,196.74,0.900,bicubic,+2.986,+0.401,-36
swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,89.899,10.101,98.657,1.343,87.92,0.900,bicubic,+3.623,+0.749,+9
efficientnet_b5.sw_in12k_ft_in1k,448,89.899,10.101,98.574,1.426,30.39,1.000,bicubic,+4.007,+0.832,+47
deit3_base_patch16_384.fb_in22k_ft_in1k,384,89.897,10.103,98.597,1.403,86.88,1.000,bicubic,+3.153,+0.487,-26
xcit_large_24_p8_384.fb_dist_in1k,384,89.897,10.103,98.377,1.623,188.93,1.000,bicubic,+3.871,+0.687,+33
convnext_large.fb_in22k_ft_in1k,288,89.891,10.110,98.608,1.392,197.77,1.000,bicubic,+2.877,+0.396,-47
hgnet_base.ssld_in1k,288,89.888,10.112,98.544,1.456,71.58,1.000,bicubic,+4.416,+0.910,+83
convnextv2_huge.fcmae_ft_in1k,224,89.880,10.120,98.412,1.589,660.29,0.875,bicubic,+3.620,+0.660,+5
convnext_base.fb_in22k_ft_in1k,288,89.873,10.127,98.698,1.302,88.59,1.000,bicubic,+3.575,+0.758,-1
volo_d5_224.sail_in1k,224,89.873,10.127,98.493,1.507,295.46,0.960,bicubic,+3.795,+0.915,+23
caformer_m36.sail_in22k_ft_in1k,224,89.863,10.137,98.580,1.420,56.20,1.000,bicubic,+3.255,+0.542,-27
hgnetv2_b6.ssld_stage2_ft_in1k,288,89.856,10.144,98.627,1.373,75.26,1.000,bicubic,+3.472,+0.689,-8
tiny_vit_21m_384.dist_in22k_ft_in1k,384,89.854,10.146,98.503,1.497,21.23,1.000,bicubic,+3.760,+0.791,+18
vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,89.852,10.148,98.484,1.516,60.60,1.000,bicubic,+3.250,+0.462,-28
convnextv2_base.fcmae_ft_in22k_in1k,224,89.837,10.163,98.544,1.456,88.72,0.875,bicubic,+3.085,+0.524,-39
efficientvit_l2.r384_in1k,384,89.835,10.165,98.185,1.815,63.71,1.000,bicubic,+3.853,+0.671,+27
convnext_large.fb_in22k_ft_in1k,224,89.831,10.169,98.512,1.488,197.77,0.875,bicubic,+3.219,+0.476,-35
cait_s36_384.fb_dist_in1k,384,89.831,10.169,98.431,1.569,68.37,1.000,bicubic,+4.373,+0.951,+74
convformer_m36.sail_in22k_ft_in1k,224,89.826,10.174,98.561,1.439,57.05,1.000,bicubic,+3.674,+0.709,+7
coatnet_2_rw_224.sw_in12k_ft_in1k,224,89.822,10.178,98.531,1.469,73.87,0.950,bicubic,+3.242,+0.635,-32
maxvit_large_tf_512.in1k,512,89.809,10.191,98.347,1.653,212.33,1.000,bicubic,+3.275,+0.468,-29
convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,89.807,10.193,98.661,1.339,88.59,1.000,bicubic,+3.421,+0.685,-20
xcit_medium_24_p8_384.fb_dist_in1k,384,89.807,10.193,98.365,1.635,84.32,1.000,bicubic,+3.965,+0.763,+32
hgnetv2_b6.ssld_stage1_in22k_in1k,224,89.799,10.201,98.599,1.401,75.26,0.965,bicubic,+3.747,+0.793,+11
volo_d4_224.sail_in1k,224,89.799,10.201,98.422,1.578,192.96,0.960,bicubic,+3.927,+0.966,+25
swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,89.790,10.210,98.646,1.354,196.53,0.900,bicubic,+3.460,+0.764,-18
vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,89.788,10.212,98.516,1.484,64.11,0.950,bicubic,+3.580,+0.634,-8
volo_d2_384.sail_in1k,384,89.786,10.214,98.405,1.595,58.87,1.000,bicubic,+3.728,+0.821,+6
vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,89.784,10.216,98.514,1.486,329.09,1.000,bicubic,+3.600,+0.840,-7
tf_efficientnetv2_xl.in21k_ft_in1k,512,89.782,10.218,98.294,1.706,208.12,1.000,bicubic,+3.034,+0.280,-53
tf_efficientnet_b6.ns_jft_in1k,528,89.779,10.221,98.512,1.488,43.04,0.942,bicubic,+3.303,+0.644,-33
coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,89.777,10.223,98.473,1.527,73.88,0.950,bicubic,+3.237,+0.577,-42
beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,89.758,10.242,98.593,1.407,86.53,0.900,bicubic,+3.264,+0.537,-38
xcit_small_24_p8_384.fb_dist_in1k,384,89.754,10.246,98.420,1.580,47.63,1.000,bicubic,+4.172,+0.848,+45
dm_nfnet_f4.dm_in1k,512,89.745,10.255,98.403,1.597,316.07,0.951,bicubic,+3.885,+0.751,+16
maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,89.743,10.257,98.484,1.516,116.09,0.950,bicubic,+3.105,+0.470,-56
caformer_s36.sail_in22k_ft_in1k,224,89.741,10.259,98.655,1.345,39.30,1.000,bicubic,+3.953,+0.827,+24
caformer_s18.sail_in22k_ft_in1k_384,384,89.739,10.261,98.580,1.420,26.34,1.000,bicubic,+4.315,+0.998,+58
vit_base_patch8_224.augreg2_in21k_ft_in1k,224,89.733,10.268,98.514,1.486,86.58,0.900,bicubic,+3.505,+0.674,-23
regnety_160.lion_in12k_ft_in1k,288,89.726,10.274,98.608,1.392,83.59,1.000,bicubic,+3.716,+0.762,0
dm_nfnet_f5.dm_in1k,544,89.726,10.274,98.431,1.569,377.21,0.954,bicubic,+3.626,+0.745,-10
efficientvit_l3.r384_in1k,384,89.722,10.278,98.014,1.986,246.04,1.000,bicubic,+3.324,+0.380,-40
convformer_m36.sail_in1k_384,384,89.720,10.280,98.444,1.556,57.05,1.000,bicubic,+4.140,+0.895,+37
volo_d1_384.sail_in1k,384,89.711,10.289,98.294,1.706,26.78,1.000,bicubic,+4.445,+1.076,+66
vit_base_patch16_clip_384.openai_ft_in1k,384,89.696,10.304,98.518,1.482,86.86,1.000,bicubic,+3.478,+0.632,-28
caformer_s36.sail_in1k_384,384,89.694,10.306,98.318,1.682,39.30,1.000,bicubic,+3.938,+0.650,+20
deit3_large_patch16_384.fb_in1k,384,89.690,10.310,98.399,1.601,304.76,1.000,bicubic,+3.872,+0.797,+10
hgnetv2_b6.ssld_stage2_ft_in1k,224,89.686,10.315,98.557,1.443,75.26,0.965,bicubic,+3.480,+0.747,-28
convnext_base.clip_laion2b_augreg_ft_in1k,256,89.677,10.323,98.476,1.524,88.59,1.000,bicubic,+3.493,+0.548,-27
convformer_b36.sail_in1k_384,384,89.677,10.323,98.384,1.616,99.88,1.000,bicubic,+3.899,+0.864,+13
convnext_base.fb_in22k_ft_in1k,224,89.675,10.325,98.542,1.458,88.59,0.875,bicubic,+3.859,+0.688,+7
xcit_large_24_p16_384.fb_dist_in1k,384,89.675,10.325,98.407,1.593,189.10,1.000,bicubic,+3.899,+0.879,+11
tf_efficientnet_b5.ns_jft_in1k,456,89.666,10.334,98.488,1.512,30.39,0.934,bicubic,+3.564,+0.738,-24
nextvit_large.bd_ssld_6m_in1k,224,89.660,10.340,98.634,1.366,57.87,0.950,bicubic,+4.136,+0.958,+31
hgnetv2_b5.ssld_stage2_ft_in1k,288,89.658,10.342,98.497,1.503,39.57,1.000,bicubic,+4.508,+0.897,+70
regnety_2560.seer_ft_in1k,384,89.628,10.372,98.403,1.597,"1,282.60",1.000,bicubic,+4.482,+0.959,+70
dm_nfnet_f3.dm_in1k,416,89.624,10.376,98.461,1.539,254.92,0.940,bicubic,+3.952,+0.883,+14
convnext_small.in12k_ft_in1k_384,384,89.621,10.379,98.450,1.550,50.22,1.000,bicubic,+3.435,+0.530,-37
regnety_160.sw_in12k_ft_in1k,288,89.604,10.396,98.563,1.437,83.59,1.000,bicubic,+3.572,+0.733,-23
maxvit_base_tf_384.in1k,384,89.604,10.396,98.320,1.680,119.65,1.000,bicubic,+3.310,+0.516,-48
volo_d3_224.sail_in1k,224,89.592,10.408,98.369,1.631,86.33,0.960,bicubic,+4.150,+1.093,+32
tf_efficientnetv2_l.in21k_ft_in1k,384,89.587,10.413,98.503,1.497,118.52,1.000,bicubic,+3.755,+0.733,-6
convformer_s18.sail_in22k_ft_in1k_384,384,89.585,10.415,98.535,1.465,26.77,1.000,bicubic,+4.559,+0.955,+80
tf_efficientnet_b8.ap_in1k,672,89.583,10.417,98.300,1.700,87.41,0.954,bicubic,+4.217,+1.002,+39
seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,89.579,10.421,98.486,1.514,93.59,0.875,bicubic,+3.623,+0.662,-18
maxvit_large_tf_384.in1k,384,89.575,10.425,98.189,1.810,212.03,1.000,bicubic,+3.338,+0.499,-52
vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,89.570,10.430,98.420,1.580,86.57,0.950,bicubic,+3.360,+0.664,-49
maxvit_tiny_tf_512.in1k,512,89.562,10.438,98.335,1.665,31.05,1.000,bicubic,+3.902,+0.743,+4
efficientvit_l2.r288_in1k,288,89.559,10.441,98.072,1.928,63.71,1.000,bicubic,+3.945,+0.712,+6
tf_efficientnetv2_l.in1k,480,89.553,10.447,98.339,1.661,118.52,1.000,bicubic,+3.893,+0.867,+3
flexivit_large.1200ep_in1k,240,89.547,10.453,98.397,1.603,304.36,0.950,bicubic,+3.903,+0.851,+1
convnextv2_large.fcmae_ft_in1k,224,89.547,10.453,98.294,1.706,197.96,0.875,bicubic,+3.785,+0.708,-8
efficientvit_l3.r320_in1k,320,89.547,10.453,97.859,2.142,246.04,1.000,bicubic,+3.317,+0.403,-56
hiera_large_224.mae_in1k_ft_in1k,224,89.545,10.455,98.228,1.772,213.74,0.900,bicubic,+3.501,+0.580,-38
dm_nfnet_f4.dm_in1k,384,89.536,10.464,98.275,1.725,316.07,0.951,bicubic,+4.040,+0.785,+12
xcit_small_12_p8_384.fb_dist_in1k,384,89.519,10.481,98.296,1.704,26.21,1.000,bicubic,+4.447,+1.034,+62
xcit_large_24_p8_224.fb_dist_in1k,224,89.517,10.483,98.219,1.781,188.93,1.000,bicubic,+4.115,+0.801,+23
convformer_s36.sail_in22k_ft_in1k,224,89.513,10.487,98.467,1.533,40.01,1.000,bicubic,+4.089,+0.993,+19
cait_s24_384.fb_dist_in1k,384,89.510,10.490,98.362,1.638,47.06,1.000,bicubic,+4.468,+1.012,+61
hgnet_base.ssld_in1k,224,89.506,10.494,98.427,1.573,71.58,0.965,bicubic,+4.594,+1.087,+77
flexivit_large.600ep_in1k,240,89.506,10.494,98.388,1.612,304.36,0.950,bicubic,+3.976,+0.894,+3
nextvit_base.bd_ssld_6m_in1k,224,89.504,10.496,98.591,1.409,44.82,0.950,bicubic,+4.322,+0.997,+38
regnety_160.lion_in12k_ft_in1k,224,89.502,10.498,98.427,1.573,83.59,0.950,bicubic,+3.900,+0.758,-7
efficientvit_l3.r256_in1k,256,89.498,10.502,97.910,2.090,246.04,1.000,bicubic,+3.544,+0.572,-36
hgnetv2_b5.ssld_stage1_in22k_in1k,288,89.496,10.505,98.522,1.478,39.57,1.000,bicubic,+4.572,+1.008,+70
convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,89.493,10.507,98.484,1.516,28.64,1.000,bicubic,+4.387,+0.852,+44
convnext_tiny.in12k_ft_in1k_384,384,89.491,10.509,98.510,1.490,28.59,1.000,bicubic,+4.337,+0.876,+37
rdnet_large.nv_in1k_ft_in1k_384,384,89.487,10.513,98.347,1.653,186.27,1.000,bicubic,+3.639,+0.663,-35
convformer_s36.sail_in1k_384,384,89.478,10.522,98.367,1.633,40.01,1.000,bicubic,+4.098,+0.897,+12
xcit_medium_24_p16_384.fb_dist_in1k,384,89.472,10.528,98.296,1.704,84.40,1.000,bicubic,+4.038,+0.888,+4
vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,89.470,10.530,98.403,1.597,88.34,1.000,bicubic,+3.670,+0.771,-31
vit_base_patch16_clip_224.laion2b_ft_in1k,224,89.468,10.532,98.478,1.522,86.57,1.000,bicubic,+3.974,+0.906,-4
deit3_base_patch16_224.fb_in22k_ft_in1k,224,89.466,10.534,98.555,1.445,86.59,1.000,bicubic,+3.738,+0.947,-25
vit_base_patch8_224.augreg_in21k_ft_in1k,224,89.455,10.545,98.480,1.520,86.58,0.900,bicubic,+3.619,+0.706,-39
vit_base_patch16_224.augreg2_in21k_ft_in1k,224,89.453,10.547,98.463,1.537,86.57,0.900,bicubic,+4.343,+0.925,+34
inception_next_base.sail_in1k_384,384,89.446,10.554,98.352,1.648,86.67,1.000,bicubic,+4.246,+0.928,+22
maxvit_small_tf_512.in1k,512,89.442,10.558,98.360,1.640,69.13,1.000,bicubic,+3.338,+0.602,-70
dm_nfnet_f5.dm_in1k,416,89.442,10.558,98.305,1.695,377.21,0.954,bicubic,+3.726,+0.753,-27
vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,89.434,10.566,98.403,1.597,86.57,0.950,bicubic,+3.472,+0.685,-54
convnextv2_base.fcmae_ft_in1k,288,89.431,10.569,98.367,1.633,88.72,1.000,bicubic,+3.941,+0.987,-11
regnety_120.sw_in12k_ft_in1k,288,89.429,10.571,98.525,1.475,51.82,1.000,bicubic,+3.987,+0.953,-10
deit_base_distilled_patch16_384.fb_in1k,384,89.429,10.571,98.441,1.559,87.63,1.000,bicubic,+4.001,+1.113,-8
tf_efficientnet_b7.ap_in1k,600,89.429,10.571,98.335,1.665,66.35,0.949,bicubic,+4.297,+1.079,+27
beit_base_patch16_224.in22k_ft_in22k_in1k,224,89.425,10.575,98.520,1.480,86.53,0.900,bicubic,+4.181,+0.868,+8
efficientvit_l3.r224_in1k,224,89.416,10.584,97.886,2.114,246.04,1.000,bicubic,+3.605,+0.676,-46
caformer_b36.sail_in1k,224,89.406,10.594,98.224,1.776,98.75,1.000,bicubic,+3.904,+0.908,-20
efficientvit_l2.r256_in1k,256,89.401,10.598,98.061,1.939,63.71,1.000,bicubic,+4.034,+0.805,-5
hrnet_w48_ssld.paddle_in1k,288,89.399,10.601,98.386,1.614,77.47,1.000,bilinear,+4.915,+1.160,+93
regnety_160.sw_in12k_ft_in1k,224,89.395,10.605,98.384,1.616,83.59,0.950,bicubic,+3.801,+0.716,-31
regnetz_e8.ra3_in1k,320,89.380,10.620,98.459,1.542,57.70,1.000,bicubic,+4.340,+1.177,+31
vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,89.372,10.628,98.495,1.505,39.03,0.950,bicubic,+3.818,+0.855,-29
deit3_small_patch16_384.fb_in22k_ft_in1k,384,89.372,10.628,98.390,1.610,22.21,1.000,bicubic,+4.530,+0.908,+53
eva02_small_patch14_336.mim_in22k_ft_in1k,336,89.370,10.630,98.352,1.648,22.13,1.000,bicubic,+3.609,+0.742,-48
tf_efficientnet_b4.ns_jft_in1k,380,89.363,10.637,98.375,1.625,19.34,0.922,bicubic,+4.187,+1.047,+7
tf_efficientnetv2_m.in1k,480,89.350,10.650,98.324,1.676,54.14,1.000,bicubic,+4.140,+0.960,+1
caformer_s18.sail_in1k_384,384,89.348,10.652,98.294,1.706,26.34,1.000,bicubic,+4.312,+0.934,+26
mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,89.346,10.654,98.367,1.633,32.59,1.000,bicubic,+4.566,+1.025,+54
convnext_small.fb_in22k_ft_in1k,288,89.344,10.656,98.358,1.642,50.22,1.000,bicubic,+4.068,+0.680,-10
hgnetv2_b5.ssld_stage2_ft_in1k,224,89.342,10.658,98.328,1.672,39.57,0.965,bicubic,+4.532,+1.028,+49
tf_efficientnet_b6.ap_in1k,528,89.340,10.660,98.285,1.714,43.04,0.942,bicubic,+4.548,+1.151,+50
tf_efficientnet_b8.ra_in1k,672,89.329,10.671,98.307,1.693,87.41,0.954,bicubic,+3.973,+0.919,-17
volo_d2_224.sail_in1k,224,89.329,10.671,98.207,1.794,58.68,0.960,bicubic,+4.127,+1.020,-5
nextvit_small.bd_ssld_6m_in1k,224,89.320,10.680,98.422,1.578,31.76,0.950,bicubic,+4.464,+1.042,+41
vit_large_patch16_224.augreg_in21k_ft_in1k,224,89.314,10.686,98.392,1.608,304.33,0.900,bicubic,+3.464,+0.566,-72
xcit_small_24_p16_384.fb_dist_in1k,384,89.312,10.688,98.354,1.646,47.67,1.000,bicubic,+4.210,+0.972,+7
flexivit_large.300ep_in1k,240,89.310,10.690,98.322,1.678,304.36,0.950,bicubic,+4.028,+0.918,-19
xcit_medium_24_p8_224.fb_dist_in1k,224,89.299,10.701,98.196,1.804,84.32,1.000,bicubic,+4.223,+0.922,+10
nextvit_large.bd_in1k_384,384,89.297,10.703,98.307,1.693,57.87,1.000,bicubic,+4.363,+1.009,+24
nextvit_base.bd_in1k_384,384,89.290,10.710,98.313,1.687,44.82,1.000,bicubic,+4.564,+1.089,+46
mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,89.288,10.712,98.258,1.742,32.59,1.000,bicubic,+4.298,+0.974,+16
vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,89.282,10.718,98.311,1.689,60.40,0.950,bicubic,+3.554,+0.565,-62
dm_nfnet_f3.dm_in1k,320,89.280,10.720,98.275,1.725,254.92,0.940,bicubic,+4.184,+0.889,+2
beitv2_base_patch16_224.in1k_ft_in1k,224,89.271,10.729,98.249,1.751,86.53,0.900,bicubic,+3.675,+0.735,-56
xcit_small_12_p16_384.fb_dist_in1k,384,89.246,10.754,98.258,1.742,26.25,1.000,bicubic,+4.510,+1.122,+40
hgnet_small.ssld_in1k,288,89.243,10.757,98.369,1.631,24.36,1.000,bicubic,+4.865,+1.239,+91
xcit_small_24_p8_224.fb_dist_in1k,224,89.224,10.776,98.236,1.764,47.63,1.000,bicubic,+4.348,+1.036,+25
deit3_huge_patch14_224.fb_in1k,224,89.222,10.778,98.166,1.834,632.13,0.900,bicubic,+4.000,+0.800,-22
vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,89.218,10.782,98.356,1.644,88.30,1.000,bicubic,+3.808,+0.696,-39
coat_lite_medium_384.in1k,384,89.214,10.786,98.226,1.774,44.57,1.000,bicubic,+4.320,+0.850,+20
swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,89.199,10.801,98.435,1.565,87.77,0.900,bicubic,+3.929,+0.867,-31
regnety_120.sw_in12k_ft_in1k,224,89.177,10.823,98.343,1.657,51.82,0.950,bicubic,+4.191,+0.921,+6
dm_nfnet_f2.dm_in1k,352,89.175,10.825,98.232,1.768,193.78,0.920,bicubic,+3.999,+0.744,-20
eca_nfnet_l2.ra3_in1k,384,89.165,10.835,98.311,1.689,56.72,1.000,bicubic,+4.459,+1.055,+35
tf_efficientnetv2_m.in21k_ft_in1k,384,89.160,10.840,98.392,1.608,54.14,1.000,bicubic,+4.392,+0.952,+29
cait_xs24_384.fb_dist_in1k,384,89.160,10.840,98.283,1.717,26.67,1.000,bicubic,+5.096,+1.401,+122
vit_base_patch16_clip_224.openai_ft_in1k,224,89.158,10.842,98.273,1.727,86.57,0.900,bicubic,+3.872,+0.833,-40
convnext_small.fb_in22k_ft_in1k,224,89.150,10.850,98.322,1.678,50.22,0.875,bicubic,+4.568,+0.908,+42
maxvit_small_tf_384.in1k,384,89.126,10.874,98.153,1.847,69.02,1.000,bicubic,+3.592,+0.695,-65
convformer_s18.sail_in1k_384,384,89.122,10.878,98.140,1.860,26.77,1.000,bicubic,+4.728,+1.028,+74
fastvit_ma36.apple_dist_in1k,256,89.118,10.882,98.151,1.849,44.07,0.950,bicubic,+4.512,+1.145,+36
resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,89.115,10.885,98.185,1.815,468.53,0.875,bilinear,+4.017,+0.743,-18
maxvit_tiny_tf_384.in1k,384,89.103,10.897,98.213,1.787,30.98,1.000,bicubic,+4.001,+0.895,-21
tiny_vit_21m_224.dist_in22k_ft_in1k,224,89.098,10.902,98.239,1.761,21.20,0.950,bicubic,+4.010,+0.883,-18
hgnetv2_b5.ssld_stage1_in22k_in1k,224,89.096,10.904,98.296,1.704,39.57,0.965,bicubic,+4.640,+1.468,+52
tf_efficientnet_b7.ra_in1k,600,89.090,10.910,98.192,1.808,66.35,0.949,bicubic,+4.160,+0.992,-1
ecaresnet269d.ra2_in1k,352,89.088,10.912,98.243,1.757,102.09,1.000,bicubic,+4.116,+1.019,-8
efficientvit_l2.r224_in1k,224,89.079,10.921,98.034,1.966,63.71,1.000,bicubic,+4.035,+0.936,-18
tf_efficientnetv2_l.in1k,384,89.077,10.923,98.234,1.766,118.52,1.000,bicubic,+3.881,+0.958,-39
vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,89.069,10.931,98.172,1.828,60.40,0.950,bicubic,+3.644,+0.460,-61
vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,89.060,10.940,98.283,1.717,88.30,0.950,bicubic,+3.834,+0.885,-46
vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,89.056,10.944,98.260,1.740,38.88,0.950,bicubic,+4.112,+0.872,-12
xcit_large_24_p16_224.fb_dist_in1k,224,89.053,10.947,98.066,1.934,189.10,1.000,bicubic,+4.117,+0.938,-11
regnety_1280.seer_ft_in1k,384,89.049,10.951,98.151,1.849,644.81,1.000,bicubic,+4.623,+1.067,+55
convnext_small.in12k_ft_in1k,288,89.026,10.974,98.230,1.770,50.22,1.000,bicubic,+3.702,+0.676,-59
mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,89.024,10.976,98.081,1.919,32.59,0.950,bicubic,+4.356,+0.973,+16
xcit_small_12_p8_224.fb_dist_in1k,224,89.022,10.979,98.078,1.922,26.21,1.000,bicubic,+4.772,+1.204,+77
dm_nfnet_f1.dm_in1k,320,89.019,10.981,98.260,1.740,132.63,0.910,bicubic,+4.323,+1.080,+12
mobilenetv4_hybrid_large.e600_r384_in1k,448,89.004,10.996,98.053,1.947,37.76,1.000,bicubic,+4.730,+1.103,+70
efficientnetv2_rw_m.agc_in1k,416,89.000,11.000,98.213,1.787,53.24,1.000,bicubic,+4.176,+1.063,-2
caformer_m36.sail_in1k,224,88.998,11.002,98.029,1.971,56.20,1.000,bicubic,+3.758,+0.823,-57
resmlp_big_24_224.fb_in22k_ft_in1k,224,88.994,11.006,98.236,1.764,129.14,0.875,bicubic,+4.606,+1.128,+53
hgnetv2_b3.ssld_stage2_ft_in1k,288,88.992,11.008,98.179,1.821,16.29,1.000,bicubic,+5.412,+1.365,+177
convnext_large.fb_in1k,288,88.990,11.011,98.044,1.956,197.77,1.000,bicubic,+4.128,+0.834,-10
regnetz_040_h.ra3_in1k,320,88.979,11.021,98.196,1.804,28.94,1.000,bicubic,+4.469,+1.180,+25
edgenext_base.in21k_ft_in1k,320,88.970,11.030,98.269,1.732,18.51,1.000,bicubic,+4.894,+1.061,+88
hgnetv2_b4.ssld_stage2_ft_in1k,288,88.964,11.036,98.309,1.691,19.80,1.000,bicubic,+5.030,+1.245,+102
caformer_s18.sail_in22k_ft_in1k,224,88.964,11.036,98.300,1.700,26.34,1.000,bicubic,+4.878,+1.112,+86
regnetz_d8_evos.ch_in1k,320,88.957,11.043,98.177,1.823,23.46,1.000,bicubic,+4.805,+1.157,+77
regnetz_e8.ra3_in1k,256,88.955,11.045,98.254,1.746,57.70,0.940,bicubic,+4.537,+1.267,+41
regnety_1280.swag_lc_in1k,224,88.949,11.051,98.234,1.766,644.81,0.965,bicubic,+2.983,+0.382,-136
tf_efficientnet_b5.ap_in1k,456,88.949,11.051,98.185,1.815,30.39,0.934,bicubic,+4.695,+1.207,+61
mvitv2_large.fb_in1k,224,88.940,11.060,97.961,2.039,217.99,0.900,bicubic,+3.676,+0.773,-71
convnext_small.in12k_ft_in1k,224,88.938,11.062,98.269,1.732,50.22,0.950,bicubic,+3.774,+0.767,-61
deit3_base_patch16_384.fb_in1k,384,88.938,11.062,98.042,1.958,86.88,1.000,bicubic,+3.852,+0.794,-47
hiera_base_plus_224.mae_in1k_ft_in1k,224,88.934,11.066,97.914,2.086,69.90,0.900,bicubic,+3.800,+0.756,-58
deit3_medium_patch16_224.fb_in22k_ft_in1k,224,88.925,11.075,98.294,1.706,38.85,1.000,bicubic,+4.359,+1.116,+5
mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,88.917,11.083,98.187,1.813,32.59,0.950,bicubic,+4.603,+1.087,+45
convnext_tiny.in12k_ft_in1k,288,88.908,11.092,98.303,1.697,28.59,1.000,bicubic,+4.460,+0.975,+22
hgnetv2_b4.ssld_stage1_in22k_in1k,288,88.904,11.096,98.281,1.719,19.80,1.000,bicubic,+5.456,+1.359,+179
nextvit_small.bd_in1k_384,384,88.900,11.100,98.038,1.962,31.76,1.000,bicubic,+4.858,+1.048,+80
volo_d1_224.sail_in1k,224,88.900,11.100,98.027,1.973,26.63,0.960,bicubic,+4.748,+1.253,+65
ecaresnet269d.ra2_in1k,320,88.895,11.104,98.215,1.785,102.09,0.950,bicubic,+4.175,+1.033,-15
tf_efficientnetv2_s.in21k_ft_in1k,384,88.893,11.107,98.269,1.732,21.46,1.000,bicubic,+4.577,+1.001,+38
tf_efficientnetv2_m.in1k,384,88.891,11.109,98.226,1.774,54.14,1.000,bicubic,+4.333,+1.170,-1
tf_efficientnetv2_xl.in21k_ft_in1k,384,88.885,11.115,97.978,2.022,208.12,1.000,bicubic,+3.323,+0.528,-114
resnetrs420.tf_in1k,416,88.874,11.126,98.019,1.981,191.89,1.000,bicubic,+3.860,+0.903,-52
vit_base_patch16_224.augreg_in21k_ft_in1k,224,88.868,11.132,98.226,1.774,86.57,0.900,bicubic,+4.336,+0.928,0
convnextv2_base.fcmae_ft_in1k,224,88.866,11.134,98.068,1.932,88.72,0.875,bicubic,+3.978,+0.988,-38
convnext_tiny.fb_in22k_ft_in1k_384,384,88.864,11.136,98.290,1.710,28.59,1.000,bicubic,+4.766,+1.508,+60
convformer_b36.sail_in1k,224,88.857,11.143,97.880,2.120,99.88,1.000,bicubic,+4.027,+0.930,-34
coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,88.857,11.143,97.863,2.137,41.72,0.950,bicubic,+3.917,+0.895,-51
regnetz_d8.ra3_in1k,320,88.849,11.151,98.187,1.813,23.37,1.000,bicubic,+4.807,+1.185,+67
resnetrs270.tf_in1k,352,88.842,11.158,98.140,1.860,129.86,1.000,bicubic,+4.402,+1.166,+10
vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,88.834,11.166,98.343,1.657,36.47,1.000,bicubic,+4.760,+1.029,+60
hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,88.825,11.175,98.115,1.885,34.36,0.950,bicubic,+3.925,+0.861,-47
resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,88.821,11.179,98.049,1.951,194.03,0.875,bilinear,+4.657,+0.861,+46
swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,88.817,11.184,98.335,1.665,49.61,0.900,bicubic,+5.487,+1.339,+185
hrnet_w48_ssld.paddle_in1k,224,88.817,11.184,98.119,1.881,77.47,0.950,bilinear,+5.139,+1.271,+127
maxxvit_rmlp_small_rw_256.sw_in1k,256,88.812,11.188,98.072,1.928,66.01,0.950,bicubic,+4.172,+1.010,-26
mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,88.810,11.190,97.959,2.041,37.76,1.000,bicubic,+4.446,+1.051,+18
vit_base_r50_s16_384.orig_in21k_ft_in1k,384,88.806,11.194,98.243,1.757,98.95,1.000,bicubic,+3.812,+0.939,-66
xcit_tiny_24_p8_384.fb_dist_in1k,384,88.804,11.196,98.183,1.817,12.11,1.000,bicubic,+5.020,+1.467,+99
xcit_medium_24_p16_224.fb_dist_in1k,224,88.804,11.196,98.038,1.962,84.40,1.000,bicubic,+4.516,+1.102,+24
seresnet152d.ra2_in1k,320,88.799,11.200,98.168,1.832,66.84,1.000,bicubic,+4.445,+1.126,+15
rexnetr_300.sw_in12k_ft_in1k,288,88.797,11.203,98.345,1.655,34.81,1.000,bicubic,+4.211,+1.067,-27
tf_efficientnet_b7.aa_in1k,600,88.797,11.203,98.055,1.945,66.35,0.949,bicubic,+4.361,+1.135,-1
hgnetv2_b3.ssld_stage1_in22k_in1k,288,88.793,11.207,98.202,1.798,16.29,1.000,bicubic,+5.679,+1.490,+204
fastvit_sa36.apple_dist_in1k,256,88.784,11.216,98.072,1.928,31.53,0.900,bicubic,+4.752,+1.222,+54
convnext_base.fb_in1k,288,88.778,11.222,97.920,2.080,88.59,1.000,bicubic,+4.312,+0.938,-14
deit3_large_patch16_224.fb_in1k,224,88.772,11.228,97.903,2.097,304.37,0.900,bicubic,+3.994,+0.857,-48
tf_efficientnet_b6.aa_in1k,528,88.770,11.230,98.076,1.924,43.04,0.942,bicubic,+4.652,+1.190,+35
convformer_m36.sail_in1k,224,88.770,11.230,97.765,2.235,57.05,1.000,bicubic,+4.284,+0.899,-21
edgenext_base.usi_in1k,320,88.761,11.239,98.147,1.853,18.51,1.000,bicubic,+4.791,+1.377,+54
resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,88.761,11.239,98.140,1.860,88.79,0.875,bilinear,+4.479,+0.966,+13
hiera_base_224.mae_in1k_ft_in1k,224,88.757,11.243,98.002,1.998,51.52,0.900,bicubic,+4.231,+0.962,-27
eca_nfnet_l2.ra3_in1k,320,88.752,11.248,98.168,1.832,56.72,0.900,bicubic,+4.596,+1.436,+27
resnetrs200.tf_in1k,320,88.752,11.248,98.102,1.898,93.21,1.000,bicubic,+4.306,+1.030,-15
convnextv2_tiny.fcmae_ft_in22k_in1k,288,88.750,11.250,98.198,1.802,28.64,1.000,bicubic,+4.328,+0.944,-10
caformer_s36.sail_in1k,224,88.750,11.250,98.025,1.975,39.30,1.000,bicubic,+4.206,+1.015,-33
hgnet_small.ssld_in1k,224,88.748,11.252,98.155,1.845,24.36,0.965,bicubic,+4.938,+1.287,+76
resnetrs350.tf_in1k,384,88.746,11.254,98.034,1.966,163.96,1.000,bicubic,+4.024,+1.062,-55
convformer_s18.sail_in22k_ft_in1k,224,88.744,11.256,98.209,1.791,26.77,1.000,bicubic,+4.982,+1.161,+85
vit_base_patch16_224_miil.in21k_ft_in1k,224,88.744,11.256,98.027,1.973,86.54,0.875,bilinear,+4.472,+1.229,+7
efficientvit_l1.r224_in1k,224,88.740,11.260,97.797,2.203,52.65,1.000,bicubic,+4.292,+0.941,-23
rdnet_large.nv_in1k,224,88.737,11.262,97.965,2.035,186.27,0.900,bicubic,+3.944,+0.811,-66
regnetz_040.ra3_in1k,320,88.725,11.275,98.087,1.913,27.12,1.000,bicubic,+4.469,+1.153,+5
convnext_tiny.in12k_ft_in1k,224,88.712,11.288,98.198,1.802,28.59,0.950,bicubic,+4.520,+1.066,+13
efficientnetv2_rw_m.agc_in1k,320,88.712,11.288,98.038,1.962,53.24,1.000,bicubic,+4.418,+1.162,-2
resnetv2_152x2_bit.goog_in21k_ft_in1k,448,88.703,11.297,98.305,1.695,236.34,1.000,bilinear,+4.223,+0.889,-36
davit_base.msft_in1k,224,88.703,11.297,97.869,2.131,87.95,0.950,bicubic,+4.053,+0.851,-58
regnety_160.deit_in1k,288,88.699,11.301,98.068,1.932,83.59,1.000,bicubic,+4.999,+1.478,+86
hgnetv2_b4.ssld_stage2_ft_in1k,224,88.693,11.307,98.140,1.860,19.80,0.965,bicubic,+4.999,+1.352,+88
mobilenetv4_conv_aa_large.e600_r384_in1k,480,88.682,11.318,98.019,1.981,32.59,1.000,bicubic,+4.850,+1.287,+56
flexivit_base.1200ep_in1k,240,88.667,11.333,97.957,2.043,86.59,0.950,bicubic,+3.979,+0.937,-64
regnety_640.seer_ft_in1k,384,88.659,11.341,98.166,1.834,281.38,1.000,bicubic,+4.743,+1.246,+36
davit_small.msft_in1k,224,88.659,11.341,97.955,2.045,49.75,0.950,bicubic,+4.392,+1.025,-6
regnetz_d32.ra3_in1k,320,88.654,11.346,98.096,1.905,27.58,0.950,bicubic,+4.626,+1.225,+26
mvitv2_base.fb_in1k,224,88.644,11.356,97.822,2.178,51.47,0.900,bicubic,+4.206,+0.960,-34
vit_small_patch16_384.augreg_in21k_ft_in1k,384,88.641,11.358,98.245,1.755,22.20,1.000,bicubic,+4.837,+1.137,+60
vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,88.635,11.365,98.185,1.815,38.86,0.950,bicubic,+4.185,+0.967,-41
eca_nfnet_l1.ra2_in1k,320,88.629,11.371,98.136,1.864,41.41,1.000,bicubic,+4.579,+1.102,+17
regnety_080.ra3_in1k,288,88.626,11.373,97.957,2.043,39.18,1.000,bicubic,+4.686,+1.077,+26
mobilenetv4_hybrid_large.e600_r384_in1k,384,88.614,11.386,97.927,2.073,37.76,0.950,bicubic,+4.792,+1.159,+50
swinv2_base_window16_256.ms_in1k,256,88.609,11.391,97.901,2.099,87.92,0.900,bicubic,+4.001,+0.837,-70
rdnet_base.nv_in1k,224,88.609,11.391,97.884,2.116,87.45,0.900,bicubic,+4.241,+1.012,-27
repvgg_d2se.rvgg_in1k,320,88.607,11.393,98.010,1.990,133.33,1.000,bilinear,+5.053,+1.346,+94
convnext_large.fb_in1k,224,88.594,11.405,97.841,2.159,197.77,0.875,bicubic,+4.296,+0.950,-23
maxvit_base_tf_224.in1k,224,88.590,11.410,97.848,2.152,119.47,0.950,bicubic,+3.720,+0.844,-96
flexivit_base.600ep_in1k,240,88.573,11.427,97.916,2.084,86.59,0.950,bicubic,+4.013,+1.006,-67
seresnextaa101d_32x8d.ah_in1k,288,88.569,11.431,97.995,2.005,93.59,1.000,bicubic,+3.993,+0.921,-70
resnetv2_152x4_bit.goog_in21k_ft_in1k,480,88.567,11.433,98.192,1.808,936.53,1.000,bilinear,+3.643,+0.734,-105
regnety_320.seer_ft_in1k,384,88.562,11.438,98.104,1.896,145.05,1.000,bicubic,+5.237,+1.392,+131
efficientvit_b3.r288_in1k,288,88.560,11.440,97.720,2.280,48.65,1.000,bicubic,+4.404,+0.702,-9
resnetaa101d.sw_in12k_ft_in1k,288,88.554,11.446,98.076,1.924,44.57,1.000,bicubic,+4.452,+0.958,-6
xcit_small_24_p16_224.fb_dist_in1k,224,88.539,11.461,98.002,1.998,47.67,1.000,bicubic,+4.661,+1.268,+28
swinv2_base_window8_256.ms_in1k,256,88.537,11.463,97.897,2.103,87.92,0.900,bicubic,+4.291,+0.995,-22
maxvit_rmlp_small_rw_224.sw_in1k,224,88.537,11.463,97.779,2.220,64.90,0.900,bicubic,+4.053,+1.005,-64
resnest269e.in1k,416,88.530,11.470,98.021,1.979,110.93,0.928,bicubic,+3.990,+1.031,-72
regnetz_d8.ra3_in1k,256,88.516,11.485,97.970,2.030,23.37,0.940,bicubic,+4.968,+1.224,+81
resnet200d.ra2_in1k,320,88.516,11.485,97.965,2.035,64.69,1.000,bicubic,+4.540,+1.145,+5
coatnet_rmlp_2_rw_224.sw_in1k,224,88.516,11.485,97.579,2.421,73.88,0.950,bicubic,+3.913,+0.833,-82
repvit_m2_3.dist_300e_in1k,224,88.507,11.493,97.927,2.073,23.69,0.950,bicubic,+4.983,+1.395,+83
rexnetr_300.sw_in12k_ft_in1k,224,88.505,11.495,98.076,1.924,34.81,0.950,bicubic,+4.469,+1.076,-2
hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,88.505,11.495,98.049,1.951,34.36,0.950,bicubic,+3.951,+0.943,-80
edgenext_base.in21k_ft_in1k,256,88.503,11.497,98.014,1.986,18.51,0.950,bicubic,+5.087,+1.218,+102
fastvit_sa24.apple_dist_in1k,256,88.503,11.497,97.942,2.058,21.55,0.900,bicubic,+5.141,+1.366,+110
convformer_s36.sail_in1k,224,88.498,11.502,97.775,2.225,40.01,1.000,bicubic,+4.426,+1.019,-12
seresnext101_32x8d.ah_in1k,288,88.496,11.504,97.878,2.122,93.57,1.000,bicubic,+4.302,+1.016,-28
dm_nfnet_f2.dm_in1k,256,88.494,11.506,97.961,2.039,193.78,0.920,bicubic,+4.402,+1.055,-19
mobilenetv4_conv_large.e600_r384_in1k,448,88.494,11.506,97.950,2.050,32.59,1.000,bicubic,+5.076,+1.338,+97
crossvit_18_dagger_408.in1k,408,88.492,11.508,97.882,2.118,44.61,1.000,bicubic,+4.290,+1.050,-32
mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,88.492,11.508,97.765,2.235,37.76,0.950,bicubic,+4.508,+1.057,-7
efficientnetv2_rw_s.ra2_in1k,384,88.488,11.512,97.974,2.026,23.94,1.000,bicubic,+4.658,+1.262,+17
gcvit_base.in1k,224,88.484,11.517,97.777,2.223,90.32,0.875,bicubic,+4.030,+0.927,-76
efficientformerv2_l.snap_dist_in1k,224,88.481,11.519,97.927,2.073,26.32,0.950,bicubic,+4.841,+1.387,+56
repvit_m2_3.dist_450e_in1k,224,88.479,11.521,98.053,1.947,23.69,0.950,bicubic,+4.737,+1.411,+34
flexivit_base.300ep_in1k,240,88.475,11.525,97.841,2.159,86.59,0.950,bicubic,+4.073,+0.919,-65
hgnet_tiny.ssld_in1k,288,88.473,11.527,98.113,1.887,14.74,1.000,bicubic,+5.949,+1.979,+218
regnetv_064.ra3_in1k,288,88.473,11.527,98.072,1.928,30.58,1.000,bicubic,+4.725,+1.326,+31
tf_efficientnet_b3.ns_jft_in1k,300,88.473,11.527,98.021,1.979,12.23,0.904,bicubic,+4.409,+1.121,-23
maxvit_small_tf_224.in1k,224,88.466,11.534,97.878,2.122,68.93,0.950,bicubic,+4.010,+0.660,-84
maxvit_large_tf_224.in1k,224,88.466,11.534,97.820,2.180,211.79,0.950,bicubic,+3.532,+0.840,-139
nextvit_base.bd_in1k,224,88.462,11.538,97.916,2.084,44.82,0.950,bicubic,+4.966,+1.270,+66
mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,88.447,11.553,98.061,1.939,11.07,1.000,bicubic,+5.457,+1.391,+142
cait_s24_224.fb_dist_in1k,224,88.445,11.555,97.950,2.050,46.92,1.000,bicubic,+4.961,+1.364,+67
regnety_320.swag_lc_in1k,224,88.443,11.557,98.108,1.892,145.05,0.965,bicubic,+3.811,+0.624,-112
resnetv2_101x3_bit.goog_in21k_ft_in1k,448,88.439,11.561,98.162,1.838,387.93,1.000,bilinear,+4.009,+0.782,-83
resmlp_big_24_224.fb_distilled_in1k,224,88.439,11.561,97.933,2.067,129.14,0.875,bicubic,+4.845,+1.279,+47
resnetrs350.tf_in1k,288,88.439,11.561,97.891,2.109,163.96,1.000,bicubic,+4.131,+0.963,-64
inception_next_base.sail_in1k,224,88.439,11.561,97.779,2.220,86.67,0.950,bicubic,+4.341,+0.641,-38
vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,88.434,11.566,98.125,1.875,22.52,0.950,bicubic,+4.632,+1.167,+9
seresnext101d_32x8d.ah_in1k,288,88.432,11.568,97.953,2.047,93.59,1.000,bicubic,+4.030,+1.067,-81
vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,88.428,11.572,98.076,1.924,328.99,0.900,bicubic,+3.996,+0.924,-88
swin_base_patch4_window12_384.ms_in1k,384,88.428,11.572,97.812,2.188,87.90,1.000,bicubic,+3.952,+0.926,-99
resnetv2_50x3_bit.goog_in21k_ft_in1k,448,88.415,11.585,98.185,1.815,217.32,1.000,bilinear,+4.423,+1.053,-33
mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,88.415,11.585,98.059,1.941,11.07,1.000,bicubic,+4.993,+1.327,+68
resnest200e.in1k,320,88.415,11.585,98.046,1.954,70.20,0.909,bicubic,+4.543,+1.170,-11
convnext_small.fb_in1k,288,88.413,11.587,98.010,1.990,50.22,1.000,bicubic,+4.709,+1.194,+18
nextvit_large.bd_in1k,224,88.407,11.593,97.957,2.043,57.87,0.950,bicubic,+4.765,+1.273,+31
tf_efficientnet_b5.aa_in1k,456,88.404,11.595,97.940,2.060,30.39,0.934,bicubic,+4.709,+1.226,+19
tf_efficientnetv2_s.in1k,384,88.396,11.604,97.931,2.069,21.46,1.000,bicubic,+4.500,+1.233,-24
vit_base_patch16_384.orig_in21k_ft_in1k,384,88.389,11.611,98.149,1.851,86.86,1.000,bicubic,+4.181,+0.929,-64
tresnet_v2_l.miil_in21k_ft_in1k,224,88.387,11.613,97.908,2.092,46.17,0.875,bilinear,+4.485,+1.412,-28
edgenext_base.usi_in1k,256,88.385,11.615,98.061,1.939,18.51,0.950,bicubic,+4.701,+1.361,+20
regnetz_c16_evos.ch_in1k,320,88.385,11.615,98.036,1.964,13.49,0.950,bicubic,+5.741,+1.556,+169
convnext_base.fb_in1k,224,88.377,11.623,97.777,2.223,88.59,0.875,bicubic,+4.543,+1.031,-18
efficientnet_b4.ra2_in1k,384,88.368,11.632,97.942,2.058,19.34,1.000,bicubic,+4.894,+1.358,+46
swinv2_small_window16_256.ms_in1k,256,88.368,11.632,97.848,2.152,49.73,0.900,bicubic,+4.152,+0.974,-70
hgnetv2_b4.ssld_stage1_in22k_in1k,224,88.366,11.634,98.085,1.915,19.80,0.965,bicubic,+5.480,+1.799,+132
resnet152d.ra2_in1k,320,88.360,11.640,97.946,2.054,60.21,1.000,bicubic,+4.676,+1.196,+12
tf_efficientnet_b4.ap_in1k,380,88.360,11.640,97.906,2.095,19.34,0.922,bicubic,+5.110,+1.516,+79
seresnet152d.ra2_in1k,256,88.358,11.643,98.061,1.939,66.84,0.950,bicubic,+4.663,+1.277,+8
convnextv2_tiny.fcmae_ft_in22k_in1k,224,88.358,11.643,97.948,2.052,28.64,0.875,bicubic,+4.454,+0.984,-38
deit3_small_patch16_224.fb_in22k_ft_in1k,224,88.353,11.647,98.130,1.870,22.06,1.000,bicubic,+5.271,+1.350,+102
fastvit_ma36.apple_in1k,256,88.353,11.647,97.927,2.073,44.07,0.950,bicubic,+4.469,+1.165,-34
maxvit_rmlp_tiny_rw_256.sw_in1k,256,88.349,11.651,97.824,2.176,29.15,0.950,bicubic,+4.115,+1.040,-80
resnetrs420.tf_in1k,320,88.343,11.658,97.856,2.144,191.89,1.000,bicubic,+4.093,+0.990,-83
crossvit_15_dagger_408.in1k,408,88.338,11.662,97.882,2.118,28.50,1.000,bicubic,+4.498,+1.102,-31
efficientvit_b3.r256_in1k,256,88.336,11.664,97.564,2.436,48.65,1.000,bicubic,+4.522,+1.050,-25
vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,88.332,11.668,97.775,2.225,63.95,0.950,bicubic,+4.010,+0.963,-100
regnety_064.ra3_in1k,288,88.328,11.672,97.856,2.144,30.58,1.000,bicubic,+4.616,+1.128,-9
convnextv2_nano.fcmae_ft_in22k_in1k_384,384,88.321,11.679,97.940,2.060,15.62,1.000,bicubic,+4.959,+1.200,+53
tf_efficientnet_b5.ra_in1k,456,88.304,11.696,97.916,2.084,30.39,0.934,bicubic,+4.476,+1.302,-33
pvt_v2_b4.in1k,224,88.304,11.696,97.818,2.182,62.56,0.900,bicubic,+4.592,+1.148,-10
deit3_small_patch16_384.fb_in1k,384,88.300,11.700,97.891,2.109,22.21,1.000,bicubic,+4.872,+1.255,+37
cs3se_edgenet_x.c2ns_in1k,320,88.298,11.702,97.931,2.069,50.72,1.000,bicubic,+4.754,+1.267,+18
hgnetv2_b3.ssld_stage2_ft_in1k,224,88.296,11.704,97.925,2.075,16.29,0.965,bicubic,+5.386,+1.563,+110
resnetrs200.tf_in1k,256,88.291,11.709,97.938,2.062,93.21,1.000,bicubic,+4.405,+1.257,-49
mvitv2_small.fb_in1k,224,88.289,11.711,97.707,2.293,34.87,0.900,bicubic,+4.517,+1.149,-24
xcit_small_12_p16_224.fb_dist_in1k,224,88.283,11.717,97.854,2.146,26.25,1.000,bicubic,+4.929,+1.402,+49
regnetz_040_h.ra3_in1k,256,88.278,11.722,97.918,2.082,28.94,1.000,bicubic,+4.510,+1.226,-26
efficientformer_l7.snap_dist_in1k,224,88.278,11.722,97.886,2.114,82.23,0.950,bicubic,+4.892,+1.348,+42
resnetrs270.tf_in1k,256,88.274,11.726,97.852,2.148,129.86,1.000,bicubic,+4.680,+1.236,+4
regnetz_d8_evos.ch_in1k,256,88.270,11.730,97.961,2.039,23.46,0.950,bicubic,+4.876,+1.303,+37
rdnet_small.nv_in1k,224,88.268,11.732,97.901,2.099,50.44,0.900,bicubic,+4.600,+1.381,-9
inception_next_small.sail_in1k,224,88.268,11.732,97.799,2.201,49.37,0.875,bicubic,+4.684,+1.201,+2
regnetz_040.ra3_in1k,256,88.266,11.734,97.876,2.124,27.12,1.000,bicubic,+4.606,+1.192,-9
resnetrs152.tf_in1k,320,88.261,11.739,97.733,2.267,86.62,1.000,bicubic,+4.551,+1.123,-24
deit3_base_patch16_224.fb_in1k,224,88.255,11.745,97.809,2.191,86.59,0.900,bicubic,+4.461,+1.227,-39
gcvit_small.in1k,224,88.255,11.745,97.807,2.193,51.09,0.875,bicubic,+4.347,+1.147,-66
regnetz_d32.ra3_in1k,256,88.253,11.747,97.880,2.120,27.58,0.950,bicubic,+4.825,+1.204,+22
vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,88.251,11.749,97.666,2.334,60.23,0.950,bicubic,+4.341,+0.980,-70
regnetv_040.ra3_in1k,288,88.234,11.766,97.972,2.028,20.64,1.000,bicubic,+5.034,+1.314,+50
resnetaa101d.sw_in12k_ft_in1k,224,88.219,11.781,97.940,2.060,44.57,0.950,bicubic,+4.675,+1.112,-1
deit_base_distilled_patch16_224.fb_in1k,224,88.214,11.786,97.916,2.084,87.34,0.900,bicubic,+4.826,+1.426,+27
hiera_small_224.mae_in1k_ft_in1k,224,88.210,11.790,97.658,2.342,35.01,0.900,bicubic,+4.324,+0.896,-66
xcit_tiny_24_p16_384.fb_dist_in1k,384,88.195,11.805,97.940,2.060,12.12,1.000,bicubic,+5.615,+1.940,+144
xception65p.ra3_in1k,299,88.195,11.805,97.792,2.208,39.82,0.940,bicubic,+5.031,+1.292,+53
vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,88.189,11.811,97.874,2.127,38.74,0.950,bicubic,+4.377,+1.052,-55
swinv2_small_window8_256.ms_in1k,256,88.189,11.811,97.777,2.223,49.73,0.900,bicubic,+4.345,+1.127,-63
cait_xxs36_384.fb_dist_in1k,384,88.174,11.826,97.906,2.095,17.37,1.000,bicubic,+5.966,+1.755,+203
resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,88.170,11.830,97.865,2.135,88.79,0.875,bilinear,+5.450,+1.241,+110
regnety_160.deit_in1k,224,88.165,11.835,97.818,2.182,83.59,0.950,bicubic,+5.171,+1.318,+72
caformer_s18.sail_in1k,224,88.165,11.835,97.741,2.259,26.34,1.000,bicubic,+4.497,+1.029,-27
tiny_vit_21m_224.in1k,224,88.163,11.837,97.841,2.159,21.20,0.950,bicubic,+4.893,+1.239,+30
xcit_large_24_p8_224.fb_in1k,224,88.163,11.837,97.387,2.613,188.93,1.000,bicubic,+3.777,+0.721,-141
vit_medium_patch16_reg4_gap_256.sbb_in1k,256,88.157,11.843,97.878,2.122,38.88,0.950,bicubic,+4.689,+1.256,-1
mobilenetv4_conv_aa_large.e600_r384_in1k,384,88.153,11.848,97.726,2.274,32.59,0.950,bicubic,+4.889,+1.336,+30
coat_lite_medium.in1k,224,88.150,11.850,97.884,2.116,44.57,0.900,bicubic,+4.548,+1.170,-24
tf_efficientnetv2_s.in21k_ft_in1k,300,88.146,11.854,97.925,2.075,21.46,1.000,bicubic,+4.772,+1.215,+14
hgnetv2_b2.ssld_stage2_ft_in1k,288,88.142,11.858,97.993,2.007,11.22,1.000,bicubic,+5.782,+1.589,+164
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,88.140,11.860,98.046,1.954,236.34,1.000,bicubic,+4.258,+0.930,-80
hgnetv2_b3.ssld_stage1_in22k_in1k,224,88.140,11.860,97.965,2.035,16.29,0.965,bicubic,+5.530,+1.603,+119
dm_nfnet_f0.dm_in1k,256,88.125,11.875,97.903,2.097,71.49,0.900,bicubic,+4.655,+1.335,-9
pvt_v2_b3.in1k,224,88.123,11.877,97.775,2.225,45.24,0.900,bicubic,+5.005,+1.321,+43
pvt_v2_b5.in1k,224,88.123,11.877,97.694,2.306,81.96,0.900,bicubic,+4.355,+1.062,-59
tiny_vit_11m_224.dist_in22k_ft_in1k,224,88.118,11.882,97.801,2.199,11.00,0.950,bicubic,+4.886,+1.173,+24
pit_b_distilled_224.in1k,224,88.116,11.884,97.647,2.353,74.79,0.900,bicubic,+4.342,+1.179,-64
vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,88.112,11.888,97.675,2.325,60.40,0.950,bicubic,+4.404,+1.057,-54
resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,88.108,11.892,97.963,2.037,44.18,0.875,bilinear,+4.840,+1.203,+16
xcit_tiny_12_p8_384.fb_dist_in1k,384,88.101,11.899,97.925,2.075,6.71,1.000,bicubic,+5.709,+1.711,+147
fastvit_sa36.apple_in1k,256,88.101,11.899,97.794,2.205,31.53,0.900,bicubic,+4.597,+1.165,-24
rexnetr_200.sw_in12k_ft_in1k,288,88.088,11.912,98.006,1.994,16.52,1.000,bicubic,+4.918,+1.356,+24
hrnet_w18_ssld.paddle_in1k,288,88.082,11.918,97.826,2.174,21.30,1.000,bilinear,+6.034,+1.582,+200
dm_nfnet_f1.dm_in1k,224,88.069,11.931,97.835,2.165,132.63,0.910,bicubic,+4.625,+1.201,-16
xception65.ra3_in1k,299,88.063,11.937,97.754,2.246,39.92,0.940,bicubic,+4.879,+1.156,+18
regnety_160.swag_lc_in1k,224,88.059,11.941,98.036,1.964,83.59,0.965,bicubic,+4.251,+1.376,-80
seresnextaa101d_32x8d.ah_in1k,224,88.059,11.941,97.724,2.276,93.59,0.950,bicubic,+4.159,+1.076,-102
convnextv2_tiny.fcmae_ft_in1k,288,88.056,11.944,97.863,2.137,28.64,1.000,bicubic,+4.581,+1.145,-26
resnet152.a1h_in1k,288,88.056,11.944,97.709,2.291,60.19,1.000,bicubic,+4.562,+1.187,-30
xcit_tiny_24_p8_224.fb_dist_in1k,224,88.054,11.946,97.850,2.150,12.11,1.000,bicubic,+5.474,+1.666,+111
mobilenetv4_conv_large.e600_r384_in1k,384,88.054,11.946,97.705,2.295,32.59,0.950,bicubic,+5.080,+1.461,+48
convnext_small.fb_in1k,224,88.052,11.948,97.784,2.216,50.22,0.875,bicubic,+4.908,+1.352,+20
swin_s3_base_224.ms_in1k,224,88.052,11.948,97.649,2.351,71.13,0.900,bicubic,+4.132,+0.999,-115
efficientvit_b3.r224_in1k,224,88.052,11.948,97.575,2.425,48.65,0.950,bicubic,+4.608,+1.237,-23
mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,88.037,11.963,97.794,2.205,11.07,0.950,bicubic,+5.077,+1.320,+45
focalnet_base_srf.ms_in1k,224,88.033,11.967,97.639,2.361,88.15,0.900,bicubic,+4.225,+0.355,-89
vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,88.031,11.969,97.617,2.383,86.43,0.950,bicubic,+4.141,+0.943,-110
maxvit_tiny_tf_224.in1k,224,88.024,11.976,97.824,2.176,30.92,0.950,bicubic,+4.602,+1.234,-25
regnety_080.ra3_in1k,224,88.024,11.976,97.690,2.310,39.18,0.950,bicubic,+4.862,+1.212,+12
vit_medium_patch16_reg1_gap_256.sbb_in1k,256,88.020,11.980,97.728,2.272,38.88,0.950,bicubic,+4.562,+1.206,-34
convnext_tiny.fb_in22k_ft_in1k,224,88.016,11.984,97.920,2.080,28.59,0.875,bicubic,+5.128,+1.592,+46
eca_nfnet_l1.ra2_in1k,256,88.016,11.984,97.918,2.082,41.41,0.900,bicubic,+4.752,+1.244,-5
focalnet_base_lrf.ms_in1k,224,88.012,11.988,97.621,2.378,88.75,0.900,bicubic,+4.184,+0.855,-102
gcvit_tiny.in1k,224,88.010,11.991,97.728,2.272,28.22,0.875,bicubic,+4.609,+1.336,-26
mobilenetv4_conv_large.e500_r256_in1k,320,88.010,11.991,97.679,2.321,32.59,1.000,bicubic,+5.335,+1.363,+72
cs3sedarknet_x.c2ns_in1k,288,87.986,12.014,97.792,2.208,35.40,1.000,bicubic,+5.336,+1.444,+74
resnet152d.ra2_in1k,256,87.986,12.014,97.724,2.276,60.21,0.950,bicubic,+4.830,+1.342,+5
xcit_small_24_p8_224.fb_in1k,224,87.984,12.016,97.570,2.430,47.63,1.000,bicubic,+4.130,+0.934,-114
tf_efficientnet_b5.in1k,456,87.975,12.025,97.923,2.077,30.39,0.934,bicubic,+4.809,+1.393,-1
nfnet_l0.ra2_in1k,288,87.975,12.025,97.863,2.137,35.07,1.000,bicubic,+5.219,+1.369,+56
efficientformer_l3.snap_dist_in1k,224,87.975,12.025,97.711,2.289,31.41,0.950,bicubic,+5.411,+1.469,+95
regnetz_c16.ra3_in1k,320,87.973,12.027,97.779,2.220,13.46,1.000,bicubic,+5.313,+1.448,+66
eca_nfnet_l0.ra2_in1k,288,87.971,12.029,97.880,2.120,24.14,1.000,bicubic,+5.375,+1.390,+83
mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,87.971,12.029,97.803,2.197,18.45,1.000,bicubic,+4.561,+1.231,-37
tf_efficientnet_b4.aa_in1k,380,87.971,12.029,97.735,2.265,19.34,0.922,bicubic,+4.931,+1.445,+15
regnety_032.ra_in1k,288,87.952,12.048,97.888,2.112,19.44,1.000,bicubic,+5.228,+1.464,+52
resnet200d.ra2_in1k,256,87.952,12.048,97.814,2.186,64.69,0.950,bicubic,+4.712,+1.268,-17
coatnet_1_rw_224.sw_in1k,224,87.948,12.052,97.463,2.537,41.72,0.950,bicubic,+4.336,+1.081,-76
focalnet_small_lrf.ms_in1k,224,87.943,12.057,97.698,2.302,50.34,0.900,bicubic,+4.435,+1.112,-63
resnet101d.ra2_in1k,320,87.937,12.063,97.906,2.095,44.57,1.000,bicubic,+4.919,+1.448,+10
swinv2_cr_small_ns_224.sw_in1k,224,87.930,12.069,97.664,2.336,49.70,0.900,bicubic,+4.441,+1.178,-61
hgnet_tiny.ssld_in1k,224,87.928,12.072,97.865,2.135,14.74,0.965,bicubic,+5.988,+1.751,+183
resnetv2_101.a1h_in1k,288,87.918,12.082,97.660,2.340,44.54,1.000,bicubic,+4.916,+1.216,+9
repvit_m1_5.dist_450e_in1k,224,87.915,12.085,97.707,2.293,14.64,0.950,bicubic,+5.395,+1.597,+84
efficientvit_b2.r288_in1k,288,87.915,12.085,97.600,2.400,24.33,1.000,bicubic,+4.831,+1.298,0
regnetv_064.ra3_in1k,224,87.911,12.089,97.754,2.246,30.58,0.950,bicubic,+4.793,+1.192,-9
twins_svt_large.in1k,224,87.911,12.089,97.568,2.432,99.27,0.900,bicubic,+4.221,+0.960,-95
vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,87.909,12.091,97.590,2.410,60.40,0.950,bicubic,+4.265,+1.043,-90
sequencer2d_l.in1k,224,87.907,12.093,97.711,2.289,54.30,0.875,bicubic,+4.497,+1.207,-51
regnety_040.ra3_in1k,288,87.903,12.097,97.886,2.114,20.65,1.000,bicubic,+4.845,+1.388,-3
flexivit_small.1200ep_in1k,240,87.903,12.097,97.600,2.400,22.06,0.950,bicubic,+5.311,+1.450,+69
hgnetv2_b2.ssld_stage1_in22k_in1k,288,87.901,12.099,97.891,2.109,11.22,1.000,bicubic,+6.441,+1.883,+230
twins_pcpvt_large.in1k,224,87.898,12.101,97.863,2.137,60.99,0.900,bicubic,+4.730,+1.253,-26
vit_base_patch32_384.augreg_in21k_ft_in1k,384,87.896,12.104,98.021,1.979,88.30,1.000,bicubic,+4.544,+1.189,-45
tf_efficientnetv2_s.in1k,300,87.890,12.110,97.745,2.255,21.46,1.000,bicubic,+4.718,+1.409,-30
coatnet_rmlp_1_rw_224.sw_in1k,224,87.875,12.125,97.630,2.370,41.69,0.950,bicubic,+4.521,+1.206,-49
maxvit_tiny_rw_224.sw_in1k,224,87.871,12.129,97.649,2.351,29.06,0.950,bicubic,+4.349,+1.161,-82
swin_base_patch4_window7_224.ms_in1k,224,87.871,12.129,97.558,2.442,87.77,0.900,bicubic,+4.261,+1.108,-95
convnext_nano.in12k_ft_in1k,288,87.864,12.136,97.895,2.105,15.59,1.000,bicubic,+4.982,+1.333,+13
ecaresnet101d.miil_in1k,288,87.862,12.138,97.897,2.103,44.57,0.950,bicubic,+4.864,+1.373,-7
mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,87.858,12.142,97.720,2.280,14.25,1.000,bicubic,+4.930,+1.268,+2
deit_base_patch16_384.fb_in1k,384,87.856,12.144,97.510,2.490,86.86,1.000,bicubic,+4.740,+1.144,-23
efficientnetv2_rw_s.ra2_in1k,288,87.854,12.146,97.743,2.257,23.94,1.000,bicubic,+4.966,+1.115,+6
swin_s3_small_224.ms_in1k,224,87.854,12.146,97.442,2.558,49.74,0.900,bicubic,+4.076,+0.982,-132
vit_little_patch16_reg4_gap_256.sbb_in1k,256,87.847,12.153,97.703,2.297,22.52,0.950,bicubic,+5.333,+1.443,+66
convformer_s18.sail_in1k,224,87.839,12.161,97.545,2.455,26.77,1.000,bicubic,+4.871,+1.301,-7
focalnet_small_srf.ms_in1k,224,87.832,12.168,97.551,2.449,49.89,0.900,bicubic,+4.402,+1.117,-77
xcit_small_12_p8_224.fb_in1k,224,87.828,12.172,97.564,2.436,26.21,1.000,bicubic,+4.472,+1.090,-62
seresnext101_32x8d.ah_in1k,224,87.822,12.178,97.545,2.455,93.57,0.950,bicubic,+4.204,+1.133,-108
maxxvit_rmlp_nano_rw_256.sw_in1k,256,87.815,12.185,97.752,2.248,16.78,0.950,bicubic,+4.789,+1.408,-21
deit3_medium_patch16_224.fb_in1k,224,87.811,12.189,97.649,2.351,38.85,0.900,bicubic,+4.725,+1.363,-28
flexivit_small.600ep_in1k,240,87.809,12.191,97.568,2.432,22.06,0.950,bicubic,+5.417,+1.528,+76
tresnet_xl.miil_in1k_448,448,87.807,12.193,97.466,2.534,78.44,0.875,bilinear,+4.741,+1.286,-27
vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,87.805,12.195,97.760,2.240,88.22,0.900,bicubic,+4.499,+1.230,-61
resnetv2_50x1_bit.goog_distilled_in1k,224,87.796,12.204,97.903,2.097,25.55,0.875,bicubic,+4.976,+1.377,+3
nextvit_small.bd_in1k,224,87.796,12.204,97.677,2.323,31.76,0.950,bicubic,+5.176,+1.455,+33
regnetz_c16_evos.ch_in1k,256,87.794,12.206,97.824,2.176,13.49,0.950,bicubic,+5.852,+1.854,+146
tf_efficientnetv2_b3.in21k_ft_in1k,300,87.787,12.213,97.888,2.112,14.36,0.900,bicubic,+5.153,+1.258,+27
repvit_m1_5.dist_300e_in1k,224,87.785,12.215,97.645,2.355,14.64,0.950,bicubic,+5.403,+1.619,+71
convnext_tiny.fb_in1k,288,87.762,12.238,97.587,2.413,28.59,1.000,bicubic,+5.068,+1.443,+15
efficientnet_b4.ra2_in1k,320,87.757,12.242,97.630,2.370,19.34,0.875,bicubic,+5.103,+1.494,+18
regnety_064.ra3_in1k,224,87.751,12.249,97.609,2.391,30.58,0.950,bicubic,+4.745,+1.313,-31
regnety_320.tv2_in1k,224,87.745,12.255,97.673,2.327,145.05,0.965,bicubic,+4.571,+1.257,-59
rdnet_tiny.nv_in1k,224,87.743,12.257,97.703,2.297,23.86,0.900,bicubic,+4.923,+1.425,-4
convnextv2_nano.fcmae_ft_in22k_in1k,288,87.738,12.262,97.891,2.109,15.62,1.000,bicubic,+5.072,+1.345,+12
tresnet_m.miil_in21k_ft_in1k,224,87.736,12.264,97.525,2.474,31.39,0.875,bilinear,+4.646,+1.413,-44
mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,87.728,12.272,97.686,2.314,11.07,1.000,bicubic,+5.232,+1.406,+47
twins_pcpvt_base.in1k,224,87.725,12.274,97.722,2.278,43.83,0.900,bicubic,+5.004,+1.374,+2
hgnet_small.paddle_in1k,288,87.725,12.274,97.664,2.336,24.36,1.000,bicubic,+5.511,+1.440,+91
mvitv2_tiny.fb_in1k,224,87.723,12.277,97.562,2.438,24.17,0.900,bicubic,+5.315,+1.412,+54
gc_efficientnetv2_rw_t.agc_in1k,288,87.719,12.281,97.814,2.186,13.68,1.000,bicubic,+5.239,+1.514,+45
seresnext101d_32x8d.ah_in1k,224,87.717,12.283,97.709,2.291,93.59,0.950,bicubic,+4.017,+0.923,-145
resnext101_64x4d.tv_in1k,224,87.717,12.283,97.585,2.415,83.46,0.875,bilinear,+4.739,+1.333,-36
maxvit_rmlp_nano_rw_256.sw_in1k,256,87.708,12.292,97.572,2.428,15.50,0.950,bicubic,+4.728,+1.300,-38
resnetrs152.tf_in1k,256,87.689,12.311,97.525,2.474,86.62,1.000,bicubic,+4.803,+0.893,-24
swin_small_patch4_window7_224.ms_in1k,224,87.685,12.315,97.568,2.432,49.61,0.900,bicubic,+4.457,+1.242,-75
resnetv2_101x1_bit.goog_in21k_ft_in1k,448,87.681,12.319,97.946,2.054,44.54,1.000,bilinear,+5.349,+1.420,+61
mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,87.676,12.324,97.673,2.327,10.59,1.000,bicubic,+5.070,+1.363,+17
rexnet_300.nav_in1k,224,87.674,12.326,97.611,2.389,34.71,0.875,bicubic,+4.894,+1.377,-16
cs3edgenet_x.c2_in1k,288,87.672,12.328,97.662,2.338,47.82,1.000,bicubic,+4.926,+1.272,-13
coat_small.in1k,224,87.664,12.336,97.538,2.462,21.69,0.900,bicubic,+5.288,+1.324,+50
mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,87.662,12.338,97.788,2.212,11.07,0.950,bicubic,+5.300,+1.532,+51
efficientnetv2_rw_t.ra2_in1k,288,87.655,12.345,97.679,2.321,13.65,1.000,bicubic,+5.301,+1.501,+53
resnetaa50d.sw_in12k_ft_in1k,288,87.653,12.347,97.805,2.195,25.58,1.000,bicubic,+5.009,+1.315,-2
pnasnet5large.tf_in1k,331,87.653,12.347,97.487,2.513,86.06,0.911,bicubic,+4.825,+1.449,-29
fastvit_sa24.apple_in1k,256,87.644,12.356,97.703,2.297,21.55,0.900,bicubic,+4.938,+1.425,-14
efficientvit_b2.r256_in1k,256,87.644,12.356,97.459,2.541,24.33,1.000,bicubic,+4.932,+1.367,-14
maxxvitv2_nano_rw_256.sw_in1k,256,87.642,12.358,97.534,2.466,23.70,0.950,bicubic,+4.538,+1.200,-67
twins_svt_base.in1k,224,87.642,12.358,97.523,2.477,56.07,0.900,bicubic,+4.518,+1.095,-74
resnet101.a1h_in1k,288,87.636,12.364,97.577,2.423,44.55,1.000,bicubic,+4.834,+1.257,-28
maxvit_nano_rw_256.sw_in1k,256,87.634,12.366,97.521,2.479,15.45,0.950,bicubic,+4.692,+1.297,-49
swinv2_tiny_window16_256.ms_in1k,256,87.625,12.375,97.549,2.451,28.35,0.900,bicubic,+4.797,+1.327,-37
xcit_medium_24_p8_224.fb_in1k,224,87.625,12.375,97.203,2.797,84.32,1.000,bicubic,+3.883,+0.811,-173
resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,87.615,12.386,97.824,2.176,194.03,0.875,bilinear,+4.269,+0.980,-105
flexivit_small.300ep_in1k,240,87.615,12.386,97.607,2.393,22.06,0.950,bicubic,+5.445,+1.581,+74
convnext_nano.in12k_ft_in1k,224,87.604,12.396,97.797,2.203,15.59,0.950,bicubic,+5.298,+1.459,+48
regnetv_040.ra3_in1k,224,87.600,12.400,97.688,2.312,20.64,0.950,bicubic,+5.152,+1.484,+22
convnextv2_tiny.fcmae_ft_in1k,224,87.600,12.400,97.600,2.400,28.64,0.875,bicubic,+4.652,+1.314,-56
tf_efficientnet_b4.in1k,380,87.600,12.400,97.592,2.408,19.34,0.922,bicubic,+4.992,+1.568,-5
nest_base_jx.goog_in1k,224,87.600,12.400,97.517,2.483,67.72,0.875,bicubic,+4.053,+1.151,-149
cs3se_edgenet_x.c2ns_in1k,256,87.597,12.403,97.649,2.351,50.72,0.950,bicubic,+4.837,+1.343,-36
convnextv2_nano.fcmae_ft_in1k,288,87.591,12.409,97.694,2.306,15.62,1.000,bicubic,+5.095,+1.466,+13
regnetz_c16.ra3_in1k,256,87.578,12.422,97.617,2.383,13.46,0.940,bicubic,+5.418,+1.563,+68
resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,87.574,12.426,97.643,2.357,25.03,0.875,bilinear,+5.412,+1.419,+65
davit_tiny.msft_in1k,224,87.574,12.426,97.585,2.415,28.36,0.950,bicubic,+4.876,+1.301,-31
sequencer2d_m.in1k,224,87.574,12.426,97.583,2.417,38.31,0.875,bicubic,+4.736,+1.307,-53
tf_efficientnet_b2.ns_jft_in1k,260,87.572,12.428,97.651,2.349,9.11,0.890,bicubic,+5.160,+1.417,+16
levit_conv_384.fb_dist_in1k,224,87.565,12.435,97.549,2.451,39.13,0.900,bicubic,+4.965,+1.529,-13
levit_384.fb_dist_in1k,224,87.565,12.435,97.545,2.455,39.13,0.900,bicubic,+4.967,+1.529,-11
vit_base_patch32_clip_224.laion2b_ft_in1k,224,87.563,12.437,97.553,2.447,88.22,0.900,bicubic,+4.933,+1.349,-23
ecaresnet50t.ra2_in1k,320,87.550,12.450,97.666,2.334,25.57,0.950,bicubic,+5.180,+1.546,+21
regnetx_320.tv2_in1k,224,87.544,12.456,97.564,2.436,107.81,0.965,bicubic,+4.720,+1.372,-55
inception_next_tiny.sail_in1k,224,87.527,12.473,97.528,2.472,28.06,0.875,bicubic,+5.019,+1.528,-1
vit_base_patch16_rpn_224.sw_in1k,224,87.510,12.490,97.496,2.504,86.54,0.900,bicubic,+5.294,+1.498,+45
pvt_v2_b2_li.in1k,224,87.510,12.490,97.476,2.524,22.55,0.900,bicubic,+5.308,+1.366,+49
efficientformerv2_s2.snap_dist_in1k,224,87.506,12.494,97.617,2.383,12.71,0.950,bicubic,+5.356,+1.705,+56
edgenext_small.usi_in1k,320,87.501,12.499,97.590,2.410,5.59,1.000,bicubic,+5.929,+1.877,+124
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,87.489,12.511,97.816,2.184,236.34,0.875,bicubic,+4.573,+1.240,-74
nest_small_jx.goog_in1k,224,87.486,12.514,97.508,2.492,38.35,0.875,bicubic,+4.364,+1.174,-103
coatnet_bn_0_rw_224.sw_in1k,224,87.484,12.516,97.553,2.447,27.44,0.950,bicubic,+5.090,+1.359,+5
rexnetr_200.sw_in12k_ft_in1k,224,87.480,12.520,97.782,2.218,16.52,0.950,bicubic,+4.872,+1.656,-29
efficientnet_b3.ra2_in1k,320,87.478,12.522,97.703,2.297,12.23,1.000,bicubic,+5.180,+1.575,+25
vit_relpos_base_patch16_clsgap_224.sw_in1k,224,87.476,12.524,97.528,2.472,86.43,0.900,bicubic,+4.714,+1.350,-59
vit_relpos_base_patch16_224.sw_in1k,224,87.471,12.529,97.558,2.442,86.43,0.900,bicubic,+4.995,+1.413,-7
regnety_080_tv.tv2_in1k,224,87.463,12.537,97.634,2.366,39.38,0.965,bicubic,+4.871,+1.390,-26
resnet152.a1h_in1k,224,87.459,12.541,97.400,2.600,60.19,0.950,bicubic,+4.641,+1.276,-65
wide_resnet50_2.racm_in1k,288,87.454,12.546,97.562,2.438,68.88,0.950,bicubic,+5.188,+1.500,+25
regnetx_160.tv2_in1k,224,87.454,12.546,97.427,2.573,54.28,0.965,bicubic,+4.878,+1.371,-24
fbnetv3_g.ra2_in1k,288,87.444,12.556,97.547,2.453,16.62,0.950,bilinear,+5.404,+1.483,+56
resnext101_64x4d.c1_in1k,288,87.437,12.563,97.438,2.562,83.46,1.000,bicubic,+4.279,+1.068,-119
resnet61q.ra2_in1k,288,87.435,12.565,97.607,2.393,36.85,1.000,bicubic,+4.911,+1.093,-23
convnextv2_nano.fcmae_ft_in22k_in1k,224,87.424,12.575,97.598,2.402,15.62,0.875,bicubic,+5.386,+1.424,+54
poolformerv2_m48.sail_in1k,224,87.424,12.575,97.406,2.594,73.35,1.000,bicubic,+4.812,+1.338,-43
hgnetv2_b2.ssld_stage2_ft_in1k,224,87.416,12.584,97.647,2.353,11.22,0.965,bicubic,+5.850,+1.749,+108
cait_xxs24_384.fb_dist_in1k,384,87.412,12.588,97.619,2.381,12.03,1.000,bicubic,+6.450,+1.977,+195
cs3sedarknet_l.c2ns_in1k,288,87.412,12.588,97.568,2.432,21.91,0.950,bicubic,+5.646,+1.602,+90
tresnet_l.miil_in1k_448,448,87.403,12.597,97.487,2.513,55.99,0.875,bilinear,+5.125,+1.499,+14
cs3darknet_x.c2ns_in1k,288,87.395,12.605,97.607,2.393,35.05,1.000,bicubic,+5.159,+1.375,+17
resnet51q.ra2_in1k,288,87.388,12.612,97.581,2.419,35.70,1.000,bilinear,+5.032,+1.403,-4
pvt_v2_b2.in1k,224,87.384,12.616,97.530,2.470,25.36,0.900,bicubic,+5.290,+1.574,+38
xcit_tiny_24_p8_224.fb_in1k,224,87.382,12.618,97.636,2.364,12.11,1.000,bicubic,+5.492,+1.656,+67
sequencer2d_s.in1k,224,87.371,12.629,97.393,2.607,27.65,0.875,bicubic,+5.035,+1.361,-5
swinv2_cr_small_224.sw_in1k,224,87.369,12.631,97.338,2.662,49.70,0.900,bicubic,+4.243,+1.228,-129
resnetv2_50d_gn.ah_in1k,288,87.365,12.635,97.523,2.477,25.57,1.000,bicubic,+5.403,+1.587,+54
nfnet_l0.ra2_in1k,224,87.363,12.637,97.515,2.485,35.07,0.900,bicubic,+5.495,+1.479,+63
vit_relpos_medium_patch16_cls_224.sw_in1k,224,87.363,12.637,97.455,2.545,38.76,0.900,bicubic,+4.791,+1.379,-40
nasnetalarge.tf_in1k,331,87.363,12.637,97.429,2.571,88.75,0.911,bicubic,+4.727,+1.369,-62
seresnext50_32x4d.racm_in1k,288,87.358,12.642,97.609,2.391,27.56,0.950,bicubic,+5.172,+1.461,+17
coat_lite_small.in1k,224,87.358,12.642,97.370,2.630,19.84,0.900,bicubic,+5.056,+1.536,-3
fastvit_sa12.apple_dist_in1k,256,87.356,12.644,97.491,2.509,11.58,0.900,bicubic,+5.514,+1.767,+67
resnet101d.ra2_in1k,256,87.350,12.650,97.624,2.376,44.57,0.950,bicubic,+5.098,+1.556,+2
crossvit_18_dagger_240.in1k,240,87.341,12.659,97.451,2.549,44.27,0.875,bicubic,+4.837,+1.383,-39
hiera_tiny_224.mae_in1k_ft_in1k,224,87.337,12.663,97.385,2.615,27.91,0.900,bicubic,+4.513,+1.183,-95
wide_resnet101_2.tv2_in1k,224,87.331,12.669,97.406,2.594,126.89,0.965,bilinear,+4.814,+1.394,-44
regnety_040.ra3_in1k,224,87.328,12.672,97.607,2.393,20.65,0.950,bicubic,+5.012,+1.531,-15
crossvit_18_240.in1k,240,87.328,12.672,97.478,2.522,43.27,0.875,bicubic,+4.942,+1.412,-26
repvit_m3.dist_in1k,224,87.324,12.676,97.474,2.526,10.68,0.950,bicubic,+5.830,+1.912,+96
resnext101_32x8d.tv2_in1k,224,87.318,12.682,97.562,2.438,88.79,0.965,bilinear,+4.486,+1.330,-104
hrnet_w18_ssld.paddle_in1k,224,87.316,12.684,97.472,2.528,21.30,0.950,bilinear,+6.184,+1.838,+153
convnext_tiny.fb_in1k,224,87.309,12.691,97.444,2.556,28.59,0.875,bicubic,+5.243,+1.590,+20
focalnet_tiny_srf.ms_in1k,224,87.303,12.697,97.412,2.588,28.43,0.900,bicubic,+5.159,+1.442,+12
resnetv2_101.a1h_in1k,224,87.301,12.699,97.329,2.671,44.54,0.950,bicubic,+5.259,+1.463,+22
resnest101e.in1k,256,87.299,12.701,97.558,2.442,48.28,0.875,bilinear,+4.383,+1.248,-118
swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,87.296,12.704,97.801,2.199,28.29,0.900,bicubic,+6.330,+1.781,+166
ecaresnet101d.miil_in1k,224,87.296,12.704,97.560,2.440,44.57,0.875,bicubic,+5.110,+1.498,+1
ecaresnet50d.miil_in1k,288,87.294,12.706,97.658,2.342,25.58,0.950,bicubic,+5.654,+1.772,+68
gcvit_xtiny.in1k,224,87.292,12.708,97.478,2.522,19.98,0.875,bicubic,+5.324,+1.513,+29
cs3sedarknet_x.c2ns_in1k,256,87.290,12.710,97.532,2.468,35.40,0.887,bicubic,+5.364,+1.510,+38
tiny_vit_11m_224.in1k,224,87.286,12.714,97.500,2.500,11.00,0.950,bicubic,+5.748,+1.630,+77
eca_nfnet_l0.ra2_in1k,224,87.281,12.719,97.551,2.449,24.14,0.900,bicubic,+5.517,+2.281,+56
coatnet_rmlp_nano_rw_224.sw_in1k,224,87.277,12.723,97.442,2.558,15.15,0.900,bicubic,+5.215,+1.572,+11
coatnext_nano_rw_224.sw_in1k,224,87.273,12.727,97.521,2.479,14.70,0.900,bicubic,+5.275,+2.227,+18
mobilenetv4_conv_medium.e500_r256_in1k,320,87.264,12.736,97.536,2.464,9.72,1.000,bicubic,+6.384,+1.774,+172
vit_relpos_medium_patch16_rpn_224.sw_in1k,224,87.256,12.744,97.451,2.549,38.73,0.900,bicubic,+4.948,+1.469,-31
ecaresnet101d_pruned.miil_in1k,288,87.254,12.746,97.718,2.282,24.88,0.950,bicubic,+5.248,+1.554,+13
regnety_032.ra_in1k,224,87.251,12.748,97.551,2.449,19.44,0.950,bicubic,+5.309,+1.401,+28
regnety_160.tv2_in1k,224,87.243,12.757,97.472,2.528,83.59,0.965,bicubic,+4.597,+1.242,-96
tresnet_xl.miil_in1k,224,87.234,12.765,97.395,2.605,78.44,0.875,bilinear,+5.171,+1.465,+3
poolformer_m48.sail_in1k,224,87.232,12.768,97.308,2.692,73.47,0.950,bicubic,+4.770,+1.340,-60
resnetrs101.tf_in1k,288,87.230,12.770,97.455,2.545,63.62,0.940,bicubic,+4.936,+1.517,-31
xcit_tiny_12_p8_224.fb_dist_in1k,224,87.222,12.778,97.438,2.562,6.71,1.000,bicubic,+6.010,+1.822,+119
mixer_b16_224.miil_in21k_ft_in1k,224,87.215,12.785,97.419,2.581,59.88,0.875,bilinear,+4.905,+1.705,-40
xcit_tiny_12_p16_384.fb_dist_in1k,384,87.207,12.793,97.470,2.530,6.72,1.000,bicubic,+6.255,+2.038,+150
tf_efficientnet_b3.ap_in1k,300,87.207,12.793,97.389,2.611,12.23,0.904,bicubic,+5.353,+1.781,+31
convit_base.fb_in1k,224,87.205,12.795,97.293,2.707,86.54,0.875,bicubic,+4.911,+1.293,-35
resnetv2_50d_evos.ah_in1k,288,87.202,12.798,97.421,2.579,25.59,1.000,bicubic,+5.202,+1.523,+3
resnet152.tv2_in1k,224,87.194,12.806,97.410,2.590,60.19,0.965,bilinear,+4.900,+1.410,-39
vit_base_patch32_clip_224.openai_ft_in1k,224,87.185,12.815,97.461,2.539,88.22,0.900,bicubic,+5.239,+1.487,+13
cs3edgenet_x.c2_in1k,256,87.177,12.823,97.519,2.481,47.82,0.887,bicubic,+4.963,+1.623,-28
visformer_small.in1k,224,87.175,12.825,97.325,2.675,40.22,0.900,bicubic,+5.079,+1.449,-13
focalnet_tiny_lrf.ms_in1k,224,87.172,12.828,97.374,2.626,28.65,0.900,bicubic,+4.998,+1.426,-24
vit_srelpos_medium_patch16_224.sw_in1k,224,87.172,12.828,97.305,2.695,38.74,0.900,bicubic,+4.922,+1.377,-38
convnext_tiny_hnf.a2h_in1k,288,87.162,12.838,97.282,2.718,28.59,1.000,bicubic,+4.554,+0.890,-99
crossvit_15_dagger_240.in1k,240,87.156,12.845,97.440,2.560,28.21,0.875,bicubic,+4.850,+1.472,-49
mobilenetv4_conv_large.e500_r256_in1k,256,87.153,12.847,97.301,2.699,32.59,0.950,bicubic,+5.289,+1.605,+16
coatnet_0_rw_224.sw_in1k,224,87.153,12.847,97.214,2.786,27.44,0.950,bicubic,+4.759,+1.370,-70
swin_s3_tiny_224.ms_in1k,224,87.149,12.851,97.308,2.692,28.33,0.900,bicubic,+5.021,+1.350,-23
xcit_small_24_p16_224.fb_in1k,224,87.147,12.853,97.256,2.744,47.67,1.000,bicubic,+4.567,+1.002,-95
vit_relpos_medium_patch16_224.sw_in1k,224,87.138,12.862,97.504,2.496,38.75,0.900,bicubic,+4.672,+1.420,-81
resnetaa50d.sw_in12k_ft_in1k,224,87.130,12.870,97.594,2.406,25.58,0.950,bicubic,+5.348,+1.558,+23
cs3darknet_x.c2ns_in1k,256,87.119,12.881,97.455,2.545,35.05,0.950,bicubic,+5.263,+1.715,+11
repvit_m1_1.dist_450e_in1k,224,87.109,12.892,97.412,2.588,8.80,0.950,bicubic,+5.806,+1.840,+84
efficientvit_b2.r224_in1k,224,87.106,12.894,97.184,2.816,24.33,0.950,bicubic,+4.944,+1.474,-33
swinv2_tiny_window8_256.ms_in1k,256,87.100,12.900,97.517,2.483,28.35,0.900,bicubic,+5.276,+1.529,+15
resnet101.a1h_in1k,224,87.083,12.917,97.263,2.737,44.55,0.950,bicubic,+5.133,+1.503,-5
pit_s_distilled_224.in1k,224,87.081,12.919,97.372,2.628,24.04,0.900,bicubic,+5.239,+1.672,+10
xception41p.ra3_in1k,299,87.074,12.926,97.212,2.788,26.91,0.940,bicubic,+5.094,+1.470,-13
ecaresnet50t.a1_in1k,288,87.072,12.928,97.120,2.880,25.57,1.000,bicubic,+4.960,+1.466,-33
hgnetv2_b2.ssld_stage1_in22k_in1k,224,87.066,12.934,97.523,2.477,11.22,0.965,bicubic,+6.320,+2.025,+156
resnet101.a1_in1k,288,87.066,12.934,96.932,3.068,44.55,1.000,bicubic,+4.744,+1.304,-70
resnext50_32x4d.a1h_in1k,288,87.057,12.943,97.331,2.669,25.03,1.000,bicubic,+5.045,+1.399,-24
mobilevitv2_200.cvnets_in22k_ft_in1k,256,87.053,12.947,97.442,2.558,18.45,0.888,bicubic,+4.731,+1.502,-73
regnetz_b16.ra3_in1k,288,87.049,12.951,97.410,2.590,9.72,1.000,bicubic,+6.311,+1.880,+153
poolformerv2_m36.sail_in1k,224,87.044,12.956,97.265,2.735,56.08,1.000,bicubic,+4.830,+1.327,-52
convit_small.fb_in1k,224,87.038,12.962,97.338,2.662,27.78,0.875,bicubic,+5.624,+1.602,+58
gcresnet50t.ra2_in1k,288,87.036,12.964,97.395,2.605,25.90,1.000,bicubic,+5.578,+1.673,+46
swinv2_cr_tiny_ns_224.sw_in1k,224,87.036,12.964,97.286,2.714,28.33,0.900,bicubic,+5.240,+1.462,+5
crossvit_15_240.in1k,240,87.032,12.968,97.425,2.575,27.53,0.875,bicubic,+5.514,+1.729,+30
nest_tiny_jx.goog_in1k,224,87.023,12.977,97.397,2.603,17.06,0.875,bicubic,+5.595,+1.771,+49
tf_efficientnetv2_b3.in1k,300,87.023,12.977,97.297,2.703,14.36,0.904,bicubic,+5.063,+1.523,-20
resnet152.a2_in1k,288,87.017,12.983,96.913,3.087,60.19,1.000,bicubic,+4.397,+1.169,-132
coatnet_nano_rw_224.sw_in1k,224,87.006,12.994,97.261,2.739,15.14,0.900,bicubic,+5.302,+1.611,+7
resnet50d.ra4_e3600_r224_in1k,288,87.000,13.000,97.425,2.575,25.58,1.000,bicubic,+5.170,+1.505,-7
resnet61q.ra2_in1k,256,87.000,13.000,97.404,2.596,36.85,0.900,bicubic,+5.034,+1.552,-29
efficientnet_b1.ra4_e3600_r240_in1k,288,87.000,13.000,97.320,2.679,7.79,1.000,bicubic,+5.566,+1.624,+44
deit3_small_patch16_224.fb_in1k,224,87.000,13.000,97.150,2.850,22.06,0.900,bicubic,+5.626,+1.598,+54
xcit_small_12_p16_224.fb_in1k,224,86.995,13.005,97.252,2.748,26.25,1.000,bicubic,+5.013,+1.438,-34
mobilevitv2_175.cvnets_in22k_ft_in1k,256,86.991,13.009,97.355,2.645,14.25,0.888,bicubic,+5.047,+1.561,-26
deit_small_distilled_patch16_224.fb_in1k,224,86.985,13.015,97.314,2.686,22.44,0.900,bicubic,+5.769,+1.934,+70
resmlp_36_224.fb_distilled_in1k,224,86.980,13.020,97.271,2.729,44.69,0.875,bicubic,+5.830,+1.763,+76
hgnet_small.paddle_in1k,224,86.976,13.024,97.412,2.588,24.36,0.965,bicubic,+5.550,+1.566,+39
regnety_032.tv2_in1k,224,86.974,13.026,97.410,2.590,19.44,0.965,bicubic,+5.176,+1.564,-12
poolformer_m36.sail_in1k,224,86.965,13.035,97.139,2.861,56.17,0.950,bicubic,+4.861,+1.441,-57
xcit_large_24_p16_224.fb_in1k,224,86.961,13.039,96.921,3.079,189.10,1.000,bicubic,+4.071,+1.039,-187
mobilenetv4_hybrid_medium.e500_r224_in1k,256,86.959,13.041,97.468,2.532,11.07,1.000,bicubic,+5.675,+1.728,+53
resnet101.a2_in1k,288,86.946,13.054,96.987,3.013,44.55,1.000,bicubic,+4.722,+1.249,-78
edgenext_small.usi_in1k,256,86.944,13.056,97.282,2.718,5.59,0.950,bicubic,+5.880,+1.952,+84
xcit_medium_24_p16_224.fb_in1k,224,86.942,13.058,97.094,2.906,84.40,1.000,bicubic,+4.310,+1.114,-152
resnet51q.ra2_in1k,256,86.940,13.060,97.466,2.534,35.70,0.875,bilinear,+5.162,+1.516,-15
resnet101.tv2_in1k,224,86.927,13.073,97.252,2.748,44.55,0.965,bilinear,+5.021,+1.484,-33
poolformerv2_s36.sail_in1k,224,86.925,13.075,97.359,2.641,30.79,1.000,bicubic,+5.349,+1.679,-1
cs3sedarknet_l.c2ns_in1k,256,86.921,13.079,97.417,2.583,21.91,0.887,bicubic,+5.701,+1.611,+56
resnetv2_50.a1h_in1k,288,86.918,13.082,97.338,2.662,25.55,1.000,bicubic,+5.510,+1.626,+31
tnt_s_patch16_224,224,86.914,13.086,97.361,2.639,23.76,0.900,bicubic,+5.386,+1.627,+3
convnext_tiny_hnf.a2h_in1k,224,86.908,13.092,97.271,2.729,28.59,0.950,bicubic,+4.678,+1.411,-89
convmixer_1536_20.in1k,224,86.906,13.094,97.353,2.647,51.63,0.960,bicubic,+5.536,+1.723,+34
vit_relpos_small_patch16_224.sw_in1k,224,86.903,13.097,97.489,2.511,21.98,0.900,bicubic,+5.427,+1.665,+10
convnextv2_nano.fcmae_ft_in1k,224,86.891,13.109,97.267,2.733,15.62,0.875,bicubic,+5.035,+1.311,-35
resnet152.a1_in1k,288,86.886,13.114,96.802,3.198,60.19,1.000,bicubic,+4.142,+1.082,-181
rexnet_200.nav_in1k,224,86.863,13.137,97.278,2.722,16.37,0.875,bicubic,+5.223,+1.610,-15
ecaresnetlight.miil_in1k,288,86.861,13.139,97.489,2.511,30.16,0.950,bicubic,+5.445,+1.695,+20
vit_small_patch16_224.augreg_in21k_ft_in1k,224,86.859,13.141,97.596,2.404,22.05,0.900,bicubic,+5.445,+1.446,+19
vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,86.859,13.141,97.536,2.464,36.43,0.900,bicubic,+5.015,+1.512,-37
resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,86.852,13.148,97.519,2.481,194.03,0.875,bilinear,+4.972,+1.419,-45
tf_efficientnet_b3.aa_in1k,300,86.848,13.152,97.297,2.703,12.23,0.904,bicubic,+5.200,+1.573,-22
eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,86.835,13.165,97.276,2.724,5.76,1.000,bicubic,+6.163,+1.750,+123
deit_base_patch16_224.fb_in1k,224,86.827,13.173,97.062,2.938,86.57,0.900,bicubic,+4.847,+1.274,-62
mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,86.825,13.175,97.329,2.671,11.07,0.950,bicubic,+5.350,+1.637,+1
efficientnet_b3.ra2_in1k,288,86.818,13.182,97.346,2.654,12.23,0.875,bicubic,+5.344,+1.676,-1
tresnet_m.miil_in1k_448,448,86.818,13.182,97.203,2.797,31.39,0.875,bilinear,+5.108,+1.641,-32
coat_mini.in1k,224,86.816,13.184,97.154,2.846,10.34,0.900,bicubic,+5.512,+1.766,+24
repvit_m1_1.dist_300e_in1k,224,86.807,13.193,97.314,2.686,8.80,0.950,bicubic,+5.981,+2.140,+92
resnet50.fb_swsl_ig1b_ft_in1k,224,86.805,13.195,97.496,2.504,25.56,0.875,bilinear,+5.659,+1.930,+45
resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,86.801,13.199,97.474,2.526,88.79,0.875,bilinear,+5.181,+1.438,-28
tf_efficientnet_lite4.in1k,380,86.801,13.199,97.254,2.746,13.01,0.920,bilinear,+5.255,+1.588,-20
resnetaa50.a1h_in1k,288,86.799,13.201,97.359,2.641,25.56,1.000,bicubic,+5.195,+1.551,-28
resnext101_64x4d.c1_in1k,224,86.784,13.216,97.152,2.848,83.46,0.950,bicubic,+4.338,+1.232,-145
cs3darknet_l.c2ns_in1k,288,86.780,13.220,97.472,2.528,21.16,0.950,bicubic,+5.892,+1.810,+72
ese_vovnet39b.ra_in1k,288,86.780,13.220,97.374,2.626,24.57,0.950,bicubic,+6.402,+1.676,+153
cs3darknet_focus_l.c2ns_in1k,288,86.778,13.223,97.385,2.615,21.15,0.950,bicubic,+5.868,+1.707,+69
gc_efficientnetv2_rw_t.agc_in1k,224,86.775,13.225,97.271,2.729,13.68,1.000,bicubic,+5.507,+1.645,+21
regnetx_080.tv2_in1k,224,86.775,13.225,97.182,2.818,39.57,0.965,bicubic,+5.215,+1.640,-29
tresnet_l.miil_in1k,224,86.773,13.227,97.273,2.727,55.99,0.875,bilinear,+5.275,+1.621,-21
seresnet50.ra2_in1k,288,86.771,13.229,97.359,2.641,28.09,0.950,bicubic,+5.489,+1.707,+16
twins_svt_small.in1k,224,86.769,13.231,97.173,2.827,24.06,0.900,bicubic,+5.077,+1.505,-45
fbnetv3_g.ra2_in1k,240,86.767,13.233,97.244,2.756,16.62,0.950,bilinear,+5.515,+1.562,+19
vit_base_patch16_224.orig_in21k_ft_in1k,224,86.756,13.244,97.453,2.547,86.57,0.900,bicubic,+4.970,+1.329,-56
ecaresnet50t.a2_in1k,288,86.756,13.244,97.075,2.925,25.57,1.000,bicubic,+5.074,+1.543,-46
resnet50d.ra2_in1k,288,86.752,13.248,97.374,2.626,25.58,0.950,bicubic,+5.402,+1.632,+2
convnextv2_pico.fcmae_ft_in1k,288,86.748,13.252,97.329,2.671,9.07,0.950,bicubic,+5.692,+1.851,+42
resnet50_gn.a1h_in1k,288,86.746,13.255,97.444,2.556,25.56,0.950,bicubic,+5.538,+1.812,+19
vit_wee_patch16_reg1_gap_256.sbb_in1k,256,86.746,13.255,97.248,2.752,13.42,0.950,bicubic,+6.478,+1.888,+156
tiny_vit_5m_224.dist_in22k_ft_in1k,224,86.743,13.257,97.318,2.682,5.39,0.950,bicubic,+5.881,+1.646,+66
efficientnetv2_rw_t.ra2_in1k,224,86.741,13.259,97.229,2.771,13.65,1.000,bicubic,+5.369,+1.677,-6
mobilevitv2_150.cvnets_in22k_ft_in1k,256,86.741,13.259,97.220,2.780,10.59,0.888,bicubic,+5.271,+1.548,-25
crossvit_base_240.in1k,240,86.741,13.259,97.118,2.882,105.03,0.875,bicubic,+4.513,+1.304,-127
seresnet50.a1_in1k,288,86.741,13.259,96.953,3.047,28.09,1.000,bicubic,+5.637,+1.833,+29
fastvit_s12.apple_dist_in1k,256,86.735,13.265,97.203,2.797,9.47,0.900,bicubic,+5.661,+1.925,+32
convnext_nano_ols.d1h_in1k,288,86.731,13.269,97.030,2.970,15.65,1.000,bicubic,+5.119,+1.404,-52
levit_256.fb_dist_in1k,224,86.724,13.276,97.254,2.746,18.89,0.900,bicubic,+5.218,+1.788,-40
levit_conv_256.fb_dist_in1k,224,86.724,13.276,97.254,2.746,18.89,0.900,bicubic,+5.218,+1.166,-40
crossvit_small_240.in1k,240,86.718,13.282,97.282,2.718,26.86,0.875,bicubic,+5.678,+1.814,+33
vit_srelpos_small_patch16_224.sw_in1k,224,86.711,13.289,97.244,2.756,21.97,0.900,bicubic,+5.603,+1.664,+22
pit_b_224.in1k,224,86.711,13.289,96.894,3.107,73.76,0.900,bicubic,+4.251,+1.186,-174
seresnext50_32x4d.racm_in1k,224,86.705,13.295,97.203,2.797,27.56,0.875,bicubic,+5.437,+1.629,-5
halo2botnet50ts_256.a1h_in1k,256,86.705,13.295,97.092,2.908,22.64,0.950,bicubic,+4.621,+1.434,-116
hgnet_tiny.paddle_in1k,288,86.699,13.301,97.305,2.695,14.74,1.000,bicubic,+6.051,+1.763,+85
wide_resnet50_2.racm_in1k,224,86.696,13.304,97.210,2.791,68.88,0.875,bicubic,+5.208,+1.666,-43
ecaresnet50t.ra2_in1k,256,86.692,13.308,97.335,2.665,25.57,0.875,bicubic,+5.246,+1.657,-36
resnet50.ram_in1k,288,86.692,13.308,97.195,2.805,25.56,0.950,bicubic,+6.718,+2.154,+169
tf_efficientnet_b1.ns_jft_in1k,240,86.688,13.312,97.393,2.607,7.79,0.882,bicubic,+5.300,+1.853,-26
swin_tiny_patch4_window7_224.ms_in1k,224,86.677,13.323,97.201,2.799,28.29,0.900,bicubic,+5.289,+1.443,-26
gernet_l.idstcv_in1k,256,86.675,13.325,97.203,2.797,31.08,0.875,bilinear,+5.301,+1.749,-26
resnet50d.a1_in1k,288,86.669,13.331,96.689,3.312,25.58,1.000,bicubic,+5.225,+1.465,-39
ecaresnet50d_pruned.miil_in1k,288,86.666,13.334,97.429,2.571,19.94,0.950,bicubic,+5.858,+1.851,+53
resnext101_32x8d.tv2_in1k,176,86.652,13.348,97.203,2.797,88.79,0.875,bilinear,+4.662,+1.487,-114
poolformer_s36.sail_in1k,224,86.649,13.351,97.148,2.852,30.86,0.900,bicubic,+5.217,+1.704,-39
twins_pcpvt_small.in1k,224,86.637,13.363,97.327,2.673,24.11,0.900,bicubic,+5.515,+1.711,+6
resmlp_24_224.fb_distilled_in1k,224,86.635,13.366,97.139,2.861,30.02,0.875,bicubic,+5.868,+1.919,+53
efficientnet_b3_pruned.in1k,300,86.632,13.368,97.175,2.825,9.86,0.904,bicubic,+5.760,+1.903,+38
resnet50.c2_in1k,288,86.628,13.372,97.346,2.654,25.56,1.000,bicubic,+5.772,+1.820,+39
repvit_m2.dist_in1k,224,86.628,13.372,97.212,2.788,8.80,0.950,bicubic,+6.160,+2.040,+91
efficientnet_el.ra_in1k,300,86.617,13.383,97.180,2.820,10.59,0.904,bicubic,+5.311,+1.640,-29
resnest50d_4s2x40d.in1k,224,86.615,13.385,97.284,2.716,30.42,0.875,bicubic,+5.469,+1.304,-5
gcresnext50ts.ch_in1k,288,86.605,13.395,97.177,2.823,15.67,1.000,bicubic,+5.371,+1.641,-18
nf_resnet50.ra2_in1k,288,86.598,13.402,97.297,2.703,25.56,0.940,bicubic,+5.942,+1.957,+64
sehalonet33ts.ra2_in1k,256,86.594,13.406,97.022,2.978,13.69,0.940,bicubic,+5.622,+1.750,+12
repvgg_b3.rvgg_in1k,224,86.592,13.408,97.133,2.867,123.09,0.875,bilinear,+6.074,+1.879,+78
sebotnet33ts_256.a1h_in1k,256,86.583,13.417,96.782,3.217,13.70,0.940,bicubic,+5.431,+1.623,-14
resnet50.a1_in1k,288,86.579,13.421,96.806,3.194,25.56,1.000,bicubic,+5.339,+1.694,-24
fastvit_sa12.apple_in1k,256,86.575,13.425,97.207,2.793,11.58,0.900,bicubic,+5.735,+1.863,+31
wide_resnet50_2.tv2_in1k,224,86.564,13.436,97.250,2.750,68.88,0.965,bilinear,+4.966,+1.486,-83
xcit_tiny_24_p16_224.fb_dist_in1k,224,86.545,13.455,97.214,2.786,12.12,1.000,bicubic,+6.079,+2.012,+81
repvit_m1_0.dist_450e_in1k,224,86.534,13.466,97.103,2.897,7.30,0.950,bicubic,+6.088,+1.797,+85
seresnet50.a2_in1k,288,86.534,13.466,96.977,3.023,28.09,1.000,bicubic,+5.442,+1.741,-6
convnext_nano.d1h_in1k,288,86.526,13.474,97.177,2.823,15.59,1.000,bicubic,+5.052,+1.465,-66
resnet50.c1_in1k,288,86.521,13.479,97.244,2.756,25.56,1.000,bicubic,+5.593,+1.690,+10
resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,86.511,13.489,97.466,2.534,44.18,0.875,bilinear,+5.575,+1.734,+8
maxvit_rmlp_pico_rw_256.sw_in1k,256,86.508,13.492,97.214,2.786,7.52,0.950,bicubic,+5.959,+2.028,+61
dm_nfnet_f0.dm_in1k,192,86.506,13.494,97.293,2.707,71.49,0.900,bicubic,+5.068,+1.615,-64
seresnet33ts.ra2_in1k,288,86.504,13.496,97.180,2.820,19.78,1.000,bicubic,+5.690,+1.834,+26
mobilenet_edgetpu_v2_m,256,86.502,13.498,97.197,2.803,8.46,0.950,bicubic,+5.820,+1.753,+45
vit_small_patch16_384.augreg_in1k,384,86.498,13.502,97.184,2.816,22.20,1.000,bicubic,+5.364,+1.608,-22
mobilenetv4_conv_blur_medium.e500_r224_in1k,256,86.489,13.511,97.278,2.722,9.72,1.000,bicubic,+6.337,+2.508,+118
halonet50ts.a1h_in1k,256,86.487,13.513,97.160,2.840,22.73,0.940,bicubic,+4.837,+1.546,-103
haloregnetz_b.ra3_in1k,224,86.487,13.513,96.955,3.045,11.68,0.940,bicubic,+5.435,+1.755,-13
mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,86.483,13.517,97.197,2.803,8.46,0.950,bicubic,+5.799,+1.755,+38
resnet152.a2_in1k,224,86.483,13.517,96.595,3.405,60.19,0.950,bicubic,+4.719,+0.597,-110
ecaresnet50d.miil_in1k,224,86.472,13.528,97.184,2.816,25.58,0.875,bicubic,+5.854,+1.872,+45
gcresnet50t.ra2_in1k,256,86.470,13.530,97.130,2.869,25.90,0.900,bicubic,+5.520,+1.666,-6
resnet50.d_in1k,288,86.470,13.530,97.052,2.949,25.56,1.000,bicubic,+5.458,+1.596,-12
resnet152s.gluon_in1k,224,86.466,13.534,97.139,2.861,60.32,0.875,bicubic,+5.418,+1.697,-18
mobilevitv2_200.cvnets_in1k,256,86.464,13.536,96.981,3.019,18.45,0.888,bicubic,+5.316,+1.599,-36
resnetv2_50x1_bit.goog_in21k_ft_in1k,448,86.462,13.538,97.617,2.383,25.55,1.000,bilinear,+6.084,+2.257,+76
tf_efficientnetv2_b3.in21k_ft_in1k,240,86.459,13.541,97.421,2.579,14.36,0.900,bicubic,+5.383,+1.501,-27
repvit_m1_0.dist_300e_in1k,224,86.459,13.541,97.047,2.953,7.30,0.950,bicubic,+6.307,+1.749,+108
resnet50.b1k_in1k,288,86.457,13.543,97.239,2.761,25.56,1.000,bicubic,+5.751,+1.807,+26
resnext50d_32x4d.bt_in1k,288,86.453,13.547,97.154,2.846,25.05,0.950,bicubic,+5.773,+1.726,+30
resnet50.tv2_in1k,224,86.449,13.551,97.145,2.855,25.56,0.965,bilinear,+5.605,+1.725,+2
resnest50d_1s4x24d.in1k,224,86.438,13.562,97.150,2.850,25.68,0.875,bicubic,+5.420,+1.814,-23
hgnetv2_b1.ssld_stage2_ft_in1k,288,86.427,13.573,97.173,2.827,6.34,1.000,bicubic,+6.523,+2.507,+126
regnety_016.tv2_in1k,224,86.412,13.588,97.205,2.795,11.20,0.965,bicubic,+5.716,+1.865,+23
mobilenetv4_conv_medium.e500_r224_in1k,256,86.410,13.590,97.218,2.782,9.72,1.000,bicubic,+6.572,+2.024,+136
mobilenetv4_hybrid_medium.e500_r224_in1k,224,86.408,13.592,97.150,2.850,11.07,0.950,bicubic,+5.970,+1.774,+58
poolformerv2_s24.sail_in1k,224,86.395,13.605,97.126,2.874,21.34,1.000,bicubic,+5.643,+1.808,+9
resnet50d.ra4_e3600_r224_in1k,224,86.380,13.620,97.105,2.895,25.58,0.950,bicubic,+5.424,+1.725,-23
resnet152.a1_in1k,224,86.380,13.620,96.513,3.487,60.19,0.950,bicubic,+4.382,+0.625,-166
fastvit_t12.apple_dist_in1k,256,86.368,13.632,97.086,2.914,7.55,0.900,bicubic,+6.004,+2.044,+65
darknet53.c2ns_in1k,288,86.365,13.634,97.115,2.885,41.61,1.000,bicubic,+5.823,+1.689,+34
lamhalobotnet50ts_256.a1h_in1k,256,86.365,13.634,97.052,2.949,22.57,0.950,bicubic,+4.817,+1.558,-116
darknetaa53.c2ns_in1k,288,86.361,13.639,97.145,2.855,36.02,1.000,bilinear,+5.833,+1.817,+33
repvgg_b3g4.rvgg_in1k,224,86.361,13.639,97.041,2.959,83.83,0.875,bilinear,+6.113,+1.939,+81
resnetv2_50d_gn.ah_in1k,224,86.353,13.647,97.148,2.852,25.57,0.950,bicubic,+5.559,+1.792,-3
efficientformer_l1.snap_dist_in1k,224,86.344,13.656,97.017,2.983,12.29,0.950,bicubic,+5.842,+2.025,+33
legacy_senet154.in1k,224,86.344,13.656,96.925,3.075,115.09,0.875,bilinear,+5.018,+1.430,-82
mobilevitv2_175.cvnets_in1k,256,86.342,13.658,96.970,3.030,14.25,0.888,bicubic,+5.468,+1.710,-19
tf_efficientnet_b3.in1k,300,86.342,13.658,96.936,3.064,12.23,0.904,bicubic,+5.462,+1.610,-21
cait_xxs36_224.fb_dist_in1k,224,86.340,13.660,97.126,2.874,17.30,1.000,bicubic,+6.602,+2.264,+132
resnet101.a1_in1k,224,86.340,13.660,96.543,3.457,44.55,0.950,bicubic,+4.846,+1.379,-115
resnext50_32x4d.a1h_in1k,224,86.338,13.662,96.970,3.030,25.03,0.950,bicubic,+5.198,+1.650,-60
resnet50.a1h_in1k,224,86.336,13.664,97.058,2.942,25.56,1.000,bicubic,+5.684,+1.746,+10
nf_resnet50.ra2_in1k,256,86.331,13.669,97.062,2.938,25.56,0.940,bicubic,+6.107,+1.958,+75
resnet50d.a2_in1k,288,86.329,13.671,96.682,3.318,25.58,1.000,bicubic,+5.161,+1.582,-69
mobilenetv4_conv_medium.e500_r256_in1k,256,86.323,13.677,97.094,2.906,9.72,0.950,bicubic,+6.401,+1.908,+95
gernet_m.idstcv_in1k,224,86.319,13.681,97.090,2.910,21.14,0.875,bilinear,+5.593,+1.906,-6
cs3darknet_l.c2ns_in1k,256,86.316,13.684,97.214,2.786,21.16,0.887,bicubic,+5.962,+1.910,+47
pit_s_224.in1k,224,86.316,13.684,97.047,2.953,23.46,0.900,bicubic,+5.190,+1.719,-63
resnet50.b2k_in1k,288,86.308,13.692,97.066,2.934,25.56,1.000,bicubic,+5.838,+1.758,+24
vit_small_patch32_384.augreg_in21k_ft_in1k,384,86.306,13.694,97.431,2.568,22.92,1.000,bicubic,+5.824,+1.826,+21
efficientnet_b2.ra_in1k,288,86.304,13.696,96.994,3.006,9.11,1.000,bicubic,+5.694,+1.676,+6
senet154.gluon_in1k,224,86.304,13.696,96.938,3.062,115.09,0.875,bicubic,+5.046,+1.580,-88
vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,86.295,13.705,97.133,2.867,15.25,0.950,bicubic,+6.217,+2.147,+79
gcresnet33ts.ra2_in1k,288,86.291,13.709,97.047,2.953,19.88,1.000,bicubic,+5.703,+1.725,+5
resnext50_32x4d.a1_in1k,288,86.291,13.709,96.708,3.292,25.03,1.000,bicubic,+4.807,+1.546,-128
regnetz_b16.ra3_in1k,224,86.282,13.718,96.992,3.008,9.72,0.940,bicubic,+6.408,+2.014,+97
resnext50_32x4d.a2_in1k,288,86.274,13.726,96.697,3.303,25.03,1.000,bicubic,+4.976,+1.587,-99
hgnetv2_b1.ssld_stage1_in22k_in1k,288,86.272,13.729,97.143,2.857,6.34,1.000,bicubic,+7.224,+2.261,+192
resnext50_32x4d.tv2_in1k,224,86.272,13.729,97.041,2.959,25.03,0.965,bilinear,+5.096,+1.693,-85
eca_resnet33ts.ra2_in1k,288,86.257,13.743,97.165,2.835,19.68,1.000,bicubic,+5.541,+1.783,-19
gcvit_xxtiny.in1k,224,86.252,13.748,97.103,2.897,12.00,0.875,bicubic,+6.502,+2.043,+107
resnetv2_50d_evos.ah_in1k,224,86.248,13.752,97.017,2.983,25.59,0.950,bicubic,+5.420,+1.747,-38
regnetx_032.tv2_in1k,224,86.240,13.761,97.084,2.917,15.30,0.965,bicubic,+5.314,+1.816,-54
resnest50d.in1k,224,86.220,13.780,97.062,2.938,27.48,0.875,bilinear,+5.262,+1.690,-62
convmixer_768_32.in1k,224,86.220,13.780,97.024,2.976,21.11,0.960,bicubic,+6.062,+1.954,+56
vit_base_patch16_384.augreg_in1k,384,86.220,13.780,96.962,3.038,86.86,1.000,bicubic,+5.124,+1.628,-76
cspdarknet53.ra_in1k,256,86.218,13.782,96.983,3.017,27.64,0.887,bilinear,+6.112,+1.915,+61
cs3darknet_focus_l.c2ns_in1k,256,86.212,13.788,97.124,2.876,21.15,0.887,bicubic,+5.960,+1.826,+44
ecaresnet101d_pruned.miil_in1k,224,86.207,13.793,97.327,2.673,24.88,0.875,bicubic,+5.394,+1.707,-42
efficientnet_b1.ra4_e3600_r240_in1k,240,86.205,13.795,96.968,3.032,7.79,0.900,bicubic,+5.801,+1.820,+17
efficientnet_el_pruned.in1k,300,86.197,13.803,97.022,2.978,10.59,0.904,bicubic,+5.903,+1.804,+32
tresnet_m.miil_in1k,224,86.192,13.807,96.671,3.329,31.39,0.875,bilinear,+5.376,+1.809,-46
rexnet_150.nav_in1k,224,86.178,13.822,97.073,2.927,9.73,0.875,bicubic,+5.868,+1.905,+25
resnet101.a2_in1k,224,86.171,13.829,96.548,3.452,44.55,0.950,bicubic,+4.827,+1.350,-121
xcit_tiny_12_p8_224.fb_in1k,224,86.160,13.839,97.030,2.970,6.71,1.000,bicubic,+6.448,+1.976,+99
ecaresnet50t.a1_in1k,224,86.156,13.844,96.778,3.222,25.57,0.950,bicubic,+4.872,+1.628,-116
inception_v4.tf_in1k,299,86.150,13.850,96.923,3.077,42.68,0.875,bicubic,+6.006,+1.941,+48
resnetrs101.tf_in1k,192,86.148,13.852,96.881,3.119,63.62,0.940,bicubic,+5.438,+1.643,-35
res2net101d.in1k,224,86.143,13.857,96.844,3.156,45.23,0.875,bilinear,+4.889,+1.496,-114
resnet50.a2_in1k,288,86.135,13.865,96.676,3.324,25.56,1.000,bicubic,+5.355,+1.698,-48
efficientvit_b1.r288_in1k,288,86.133,13.867,96.932,3.068,9.10,1.000,bicubic,+5.823,+1.956,+18
inception_resnet_v2.tf_in1k,299,86.129,13.871,97.034,2.966,55.84,0.897,bicubic,+5.683,+2.114,-2
convnext_nano_ols.d1h_in1k,224,86.118,13.882,96.834,3.166,15.65,0.950,bicubic,+5.212,+1.580,-72
resnetaa50.a1h_in1k,224,86.109,13.891,96.960,3.040,25.56,0.950,bicubic,+5.495,+1.748,-28
mobilevitv2_150.cvnets_in1k,256,86.090,13.910,96.853,3.147,10.59,0.888,bicubic,+5.686,+1.811,+3
cspresnext50.ra_in1k,256,86.079,13.921,97.101,2.899,20.57,0.887,bilinear,+5.527,+1.771,-26
tf_efficientnet_el.in1k,300,86.073,13.927,96.960,3.040,10.59,0.904,bicubic,+5.831,+1.842,+28
resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,86.071,13.929,97.205,2.795,25.03,0.875,bilinear,+5.755,+1.819,+9
resnet101s.gluon_in1k,224,86.067,13.933,97.032,2.968,44.67,0.875,bicubic,+5.781,+1.882,+15
ecaresnet50t.a2_in1k,224,86.064,13.936,96.725,3.275,25.57,0.950,bicubic,+5.180,+1.703,-75
lambda_resnet50ts.a1h_in1k,256,86.060,13.940,96.742,3.258,21.54,0.950,bicubic,+4.874,+1.646,-118
convnext_pico_ols.d1_in1k,288,86.052,13.948,97.022,2.978,9.06,1.000,bicubic,+5.594,+1.774,-15
edgenext_small_rw.sw_in1k,320,86.052,13.948,96.943,3.057,7.83,1.000,bicubic,+5.600,+1.737,-14
ecaresnetlight.miil_in1k,224,86.043,13.957,97.079,2.921,30.16,0.875,bicubic,+5.587,+1.831,-16
poolformer_s24.sail_in1k,224,86.034,13.966,97.030,2.970,21.39,0.900,bicubic,+5.734,+1.970,+6
convnext_pico.d1_in1k,288,86.022,13.978,96.938,3.062,9.05,0.950,bicubic,+5.592,+1.878,-11
efficientformerv2_s1.snap_dist_in1k,224,86.020,13.980,96.829,3.171,6.19,0.950,bicubic,+6.336,+2.139,+80
resnetv2_50.a1h_in1k,224,86.017,13.982,96.904,3.096,25.55,0.950,bicubic,+5.611,+1.820,-12
convnextv2_pico.fcmae_ft_in1k,224,86.011,13.989,96.987,3.013,9.07,0.875,bicubic,+5.707,+1.905,+1
seresnext101_32x4d.gluon_in1k,224,86.009,13.991,96.981,3.019,48.96,0.875,bicubic,+5.123,+1.673,-86
gcresnext50ts.ch_in1k,256,86.007,13.993,96.966,3.034,15.67,0.900,bicubic,+5.399,+1.786,-43
seresnet33ts.ra2_in1k,256,86.005,13.995,97.007,2.993,19.78,0.900,bicubic,+5.633,+1.901,-9
ecaresnet26t.ra2_in1k,320,86.000,14.000,97.015,2.985,16.01,0.950,bicubic,+6.100,+1.945,+47
resnet50d.ra2_in1k,224,86.000,14.000,96.990,3.010,25.58,0.875,bicubic,+5.452,+1.832,-42
mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,86.000,14.000,96.966,3.034,8.46,0.900,bicubic,+5.870,+1.968,+21
mobilenet_edgetpu_v2_m,224,85.983,14.017,96.953,3.047,8.46,0.900,bicubic,+5.865,+1.959,+21
resnet152.a3_in1k,224,85.981,14.019,96.851,3.149,60.19,0.950,bicubic,+5.433,+1.847,-44
resnetblur50.bt_in1k,288,85.979,14.021,96.985,3.015,25.56,0.950,bicubic,+5.731,+1.785,+4
tf_efficientnet_b2.ap_in1k,260,85.979,14.021,96.819,3.181,9.11,0.890,bicubic,+5.683,+1.787,-6
tf_efficientnetv2_b3.in1k,240,85.968,14.032,96.832,3.168,14.36,0.904,bicubic,+5.256,+1.656,-68
vit_base_patch32_224.augreg_in21k_ft_in1k,224,85.960,14.040,97.124,2.876,88.22,0.900,bicubic,+5.224,+1.554,-73
resnet50d.a1_in1k,224,85.956,14.044,96.366,3.634,25.58,0.950,bicubic,+5.225,+1.688,-73
seresnext101_64x4d.gluon_in1k,224,85.953,14.047,96.985,3.015,88.23,0.875,bicubic,+5.067,+1.717,-100
resnext50_32x4d.ra_in1k,288,85.947,14.053,97.030,2.970,25.03,0.950,bicubic,+5.241,+1.672,-69
convnext_nano.d1h_in1k,224,85.926,14.074,96.855,3.145,15.59,0.950,bicubic,+5.164,+1.523,-81
tf_efficientnetv2_b2.in1k,260,85.921,14.079,96.868,3.132,10.10,0.890,bicubic,+5.695,+1.858,+1
fbnetv3_d.ra2_in1k,256,85.909,14.091,97.037,2.963,10.31,0.950,bilinear,+6.245,+2.081,+63
vit_large_patch32_384.orig_in21k_ft_in1k,384,85.904,14.096,97.363,2.637,306.63,1.000,bicubic,+4.398,+1.875,-198
darknet53.c2ns_in1k,256,85.900,14.100,96.857,3.143,41.61,0.887,bicubic,+5.898,+1.815,+18
resnet152d.gluon_in1k,224,85.896,14.104,96.817,3.183,60.21,0.875,bicubic,+5.420,+1.621,-48
tf_efficientnet_b2.aa_in1k,260,85.889,14.111,96.847,3.154,9.11,0.890,bicubic,+5.807,+1.934,+10
resnet50_gn.a1h_in1k,224,85.883,14.117,96.847,3.154,25.56,0.940,bicubic,+5.817,+1.893,+12
vit_base_patch16_224.sam_in1k,224,85.877,14.123,96.704,3.296,86.57,0.900,bicubic,+5.635,+1.936,-7
resnet101d.gluon_in1k,224,85.877,14.123,96.684,3.316,44.57,0.875,bicubic,+5.411,+1.650,-48
repvgg_b2g4.rvgg_in1k,224,85.870,14.130,96.817,3.183,61.76,0.875,bilinear,+6.474,+2.137,+80
efficientvit_b1.r256_in1k,256,85.866,14.134,96.787,3.213,9.10,1.000,bicubic,+6.122,+2.009,+44
hgnet_tiny.paddle_in1k,224,85.844,14.155,97.028,2.972,14.74,0.965,bicubic,+5.956,+1.980,+24
mobilenetv4_conv_blur_medium.e500_r224_in1k,224,85.832,14.168,96.947,3.053,9.72,0.950,bicubic,+6.386,+2.027,+75
seresnet50.ra2_in1k,224,85.827,14.173,97.004,2.995,28.09,0.875,bicubic,+5.567,+1.936,-18
inception_resnet_v2.tf_ens_adv_in1k,299,85.817,14.183,96.755,3.245,55.84,0.897,bicubic,+5.825,+1.799,+8
resnet50.c2_in1k,224,85.810,14.190,96.900,3.100,25.56,0.950,bicubic,+5.942,+2.034,+23
resnet50.ram_in1k,224,85.806,14.194,96.716,3.284,25.56,0.875,bicubic,+6.774,+2.330,+118
mixnet_xl.ra_in1k,224,85.806,14.194,96.699,3.301,11.90,0.875,bicubic,+5.316,+1.761,-63
gcresnet33ts.ra2_in1k,256,85.789,14.211,96.883,3.117,19.88,0.900,bicubic,+5.711,+1.753,-1
seresnet50.a1_in1k,224,85.789,14.211,96.552,3.448,28.09,0.950,bicubic,+5.777,+1.846,+1
legacy_seresnext101_32x4d.in1k,224,85.766,14.235,96.761,3.239,48.96,0.875,bilinear,+5.492,+1.729,-30
res2net50d.in1k,224,85.763,14.237,96.772,3.228,25.72,0.875,bilinear,+5.493,+1.752,-30
tf_efficientnet_lite3.in1k,300,85.759,14.241,96.881,3.119,8.20,0.904,bilinear,+5.927,+2.011,+24
resnet50.c1_in1k,224,85.755,14.245,96.934,3.066,25.56,0.950,bicubic,+5.989,+1.976,+28
xcit_tiny_24_p16_224.fb_in1k,224,85.744,14.256,96.938,3.062,12.12,1.000,bicubic,+6.286,+2.056,+58
resnext101_32x4d.gluon_in1k,224,85.740,14.260,96.622,3.378,44.18,0.875,bicubic,+5.404,+1.714,-46
resnet101.a3_in1k,224,85.740,14.260,96.494,3.506,44.55,0.950,bicubic,+5.920,+1.880,+23
ese_vovnet39b.ra_in1k,224,85.738,14.262,96.913,3.087,24.57,0.875,bicubic,+6.422,+2.199,+75
eca_resnet33ts.ra2_in1k,256,85.738,14.262,96.898,3.102,19.68,0.900,bicubic,+5.646,+1.918,-14
regnety_320.pycls_in1k,224,85.734,14.267,96.721,3.280,145.05,0.875,bicubic,+4.938,+1.481,-115
repvit_m0_9.dist_450e_in1k,224,85.729,14.271,96.823,3.177,5.49,0.950,bicubic,+6.671,+2.435,+101
cspresnet50.ra_in1k,256,85.723,14.277,96.799,3.200,21.62,0.887,bilinear,+6.135,+2.109,+40
xception71.tf_in1k,299,85.712,14.288,96.774,3.226,42.34,0.903,bicubic,+5.804,+1.934,-5
resnet50.a1_in1k,224,85.712,14.288,96.486,3.514,25.56,0.950,bicubic,+5.330,+1.888,-58
darknetaa53.c2ns_in1k,256,85.701,14.299,96.876,3.124,36.02,0.887,bilinear,+5.956,+1.974,+18
resnext101_64x4d.gluon_in1k,224,85.701,14.299,96.644,3.356,83.46,0.875,bicubic,+5.061,+1.644,-96
resnet50.ra_in1k,288,85.699,14.301,96.891,3.109,25.56,0.950,bicubic,+5.839,+2.089,+4
resmlp_big_24_224.fb_in1k,224,85.697,14.303,96.419,3.580,129.14,0.875,bicubic,+4.663,+1.394,-156
efficientnet_em.ra2_in1k,240,85.684,14.316,96.943,3.057,6.90,0.882,bicubic,+6.420,+2.147,+71
resnet33ts.ra2_in1k,288,85.680,14.320,96.753,3.247,19.68,1.000,bicubic,+5.972,+1.939,+21
deit_small_patch16_224.fb_in1k,224,85.674,14.326,96.911,3.089,22.05,0.900,bicubic,+5.812,+1.855,-2
hgnetv2_b0.ssld_stage2_ft_in1k,288,85.674,14.326,96.819,3.181,6.00,1.000,bicubic,+7.076,+2.439,+131
dpn107.mx_in1k,224,85.669,14.331,96.757,3.243,86.92,0.875,bicubic,+5.501,+1.821,-38
ecaresnet50t.a3_in1k,224,85.667,14.333,96.736,3.264,25.57,0.950,bicubic,+6.119,+2.026,+31
wide_resnet50_2.tv2_in1k,176,85.637,14.363,96.836,3.164,68.88,0.875,bilinear,+5.201,+1.754,-77
efficientnet_b2_pruned.in1k,260,85.637,14.363,96.736,3.264,8.31,0.890,bicubic,+5.729,+1.826,-15
resnet50d.a2_in1k,224,85.627,14.373,96.407,3.593,25.58,0.950,bicubic,+5.359,+1.765,-53
resmlp_36_224.fb_in1k,224,85.623,14.377,96.795,3.205,44.69,0.875,bicubic,+5.850,+1.907,+3
tiny_vit_5m_224.in1k,224,85.612,14.388,96.947,3.053,5.39,0.950,bicubic,+6.416,+2.145,+71
seresnet50.a2_in1k,224,85.603,14.397,96.575,3.425,28.09,0.950,bicubic,+5.501,+1.855,-36
resnet50.bt_in1k,288,85.601,14.399,96.812,3.188,25.56,0.950,bicubic,+5.949,+1.904,+15
levit_192.fb_dist_in1k,224,85.601,14.399,96.742,3.258,10.95,0.900,bicubic,+5.751,+1.938,-7
mobilevitv2_125.cvnets_in1k,256,85.597,14.403,96.669,3.331,7.48,0.888,bicubic,+5.919,+1.825,+10
levit_conv_192.fb_dist_in1k,224,85.595,14.405,96.744,3.256,10.95,0.900,bicubic,+5.735,+1.774,-12
ecaresnet50d_pruned.miil_in1k,224,85.586,14.414,96.934,3.066,19.94,0.875,bicubic,+5.864,+2.062,+3
resnet152c.gluon_in1k,224,85.573,14.427,96.671,3.329,60.21,0.875,bicubic,+5.667,+2.067,-25
pit_xs_distilled_224.in1k,224,85.569,14.431,96.689,3.312,11.00,0.900,bicubic,+6.401,+2.321,+65
resnet32ts.ra2_in1k,288,85.565,14.435,96.866,3.134,17.96,1.000,bicubic,+6.177,+2.190,+32
tf_efficientnetv2_b1.in1k,240,85.565,14.435,96.710,3.290,8.14,0.882,bicubic,+6.047,+2.128,+20
regnety_120.pycls_in1k,224,85.563,14.437,96.755,3.245,51.82,0.875,bicubic,+5.181,+1.651,-86
resnext50d_32x4d.bt_in1k,224,85.563,14.437,96.746,3.254,25.05,0.875,bicubic,+5.891,+1.868,+3
resnext50_32x4d.a2_in1k,224,85.563,14.437,96.298,3.702,25.03,0.950,bicubic,+5.119,+1.668,-95
nf_regnet_b1.ra2_in1k,288,85.539,14.461,96.797,3.203,10.22,0.900,bicubic,+6.171,+2.071,+32
wide_resnet101_2.tv2_in1k,176,85.539,14.461,96.569,3.431,126.89,0.875,bilinear,+5.051,+1.589,-108
regnetx_320.pycls_in1k,224,85.528,14.472,96.661,3.339,107.81,0.875,bicubic,+5.266,+1.649,-70
convnextv2_femto.fcmae_ft_in1k,288,85.507,14.493,96.787,3.213,5.23,0.950,bicubic,+6.175,+2.185,+34
fbnetv3_b.ra2_in1k,256,85.505,14.495,96.866,3.134,8.60,0.950,bilinear,+6.351,+2.134,+56
mobilenetv4_conv_medium.e500_r224_in1k,224,85.496,14.504,96.932,3.068,9.72,0.950,bicubic,+6.404,+2.144,+59
resnet152.gluon_in1k,224,85.496,14.504,96.565,3.435,60.19,0.875,bicubic,+5.784,+1.845,-8
regnety_160.pycls_in1k,224,85.488,14.512,96.620,3.380,83.59,0.875,bicubic,+5.204,+1.638,-80
dpn92.mx_in1k,224,85.484,14.516,96.661,3.339,37.67,0.875,bicubic,+5.456,+1.783,-51
resnet152.tv2_in1k,176,85.484,14.516,96.499,3.502,60.19,0.875,bilinear,+5.272,+1.845,-68
fastvit_s12.apple_in1k,256,85.479,14.521,96.725,3.275,9.47,0.900,bicubic,+5.559,+1.933,-48
resnet50.b1k_in1k,224,85.479,14.521,96.721,3.280,25.56,0.950,bicubic,+5.915,+2.099,0
resnet50.d_in1k,224,85.479,14.521,96.560,3.440,25.56,0.950,bicubic,+5.575,+1.412,-41
resnetrs50.tf_in1k,224,85.477,14.523,96.748,3.252,35.69,0.910,bicubic,+5.561,+1.774,-48
rexnet_130.nav_in1k,224,85.471,14.529,96.691,3.309,7.56,0.875,bicubic,+5.981,+2.007,+5
resnet50.a2_in1k,224,85.447,14.553,96.492,3.508,25.56,0.950,bicubic,+5.619,+1.932,-30
resnext50_32x4d.a1_in1k,224,85.443,14.557,96.144,3.856,25.03,0.950,bicubic,+4.917,+1.686,-128
convnext_tiny.fb_in22k_ft_in1k,288,85.437,14.563,96.814,3.186,28.59,1.000,bicubic,+6.487,+2.106,+60
dpn131.mx_in1k,224,85.437,14.563,96.633,3.367,79.25,0.875,bicubic,+5.603,+1.925,-35
efficientnet_b0.ra4_e3600_r224_in1k,256,85.433,14.568,96.759,3.241,5.29,1.000,bicubic,+6.062,+2.007,+13
resnet101.tv2_in1k,176,85.415,14.585,96.409,3.591,44.55,0.875,bilinear,+5.509,+1.559,-51
tf_efficientnet_b2.in1k,260,85.392,14.608,96.597,3.403,9.11,0.890,bicubic,+5.778,+1.873,-15
regnetx_160.pycls_in1k,224,85.385,14.614,96.646,3.354,54.28,0.875,bicubic,+5.527,+1.822,-42
dla102x2.in1k,224,85.381,14.619,96.633,3.367,41.28,0.875,bilinear,+5.933,+1.979,+1
resnet50.tv2_in1k,176,85.362,14.638,96.562,3.438,25.56,0.875,bilinear,+5.930,+1.930,+2
repvit_m0_9.dist_300e_in1k,224,85.356,14.644,96.627,3.373,5.49,0.950,bicubic,+6.702,+2.513,+83
gmlp_s16_224.ra3_in1k,224,85.353,14.646,96.644,3.356,19.42,0.875,bicubic,+5.709,+2.016,-21
regnetx_016.tv2_in1k,224,85.351,14.649,96.823,3.177,9.19,0.965,bicubic,+5.899,+2.051,-5
efficientnet_b2.ra_in1k,256,85.351,14.649,96.541,3.459,9.11,0.875,bicubic,+6.011,+1.965,+8
dpn98.mx_in1k,224,85.345,14.655,96.503,3.497,61.57,0.875,bicubic,+5.689,+1.861,-27
skresnext50_32x4d.ra_in1k,224,85.345,14.655,96.390,3.610,27.48,0.875,bicubic,+5.179,+1.746,-86
lambda_resnet26t.c1_in1k,256,85.334,14.666,96.706,3.294,10.96,0.940,bicubic,+6.208,+2.152,+32
seresnext50_32x4d.gluon_in1k,224,85.334,14.666,96.684,3.316,27.56,0.875,bicubic,+5.416,+1.868,-68
botnet26t_256.c1_in1k,256,85.319,14.681,96.609,3.390,12.49,0.950,bicubic,+6.063,+2.079,+16
xception65.tf_in1k,299,85.315,14.685,96.633,3.367,39.92,0.903,bicubic,+5.761,+1.973,-23
resnet101c.gluon_in1k,224,85.313,14.687,96.417,3.583,44.57,0.875,bicubic,+5.771,+1.829,-21
resnext50_32x4d.a3_in1k,224,85.313,14.687,96.336,3.664,25.03,0.950,bicubic,+6.061,+1.510,+15
hgnetv2_b0.ssld_stage1_in22k_in1k,288,85.304,14.696,96.770,3.230,6.00,1.000,bicubic,+7.270,+2.522,+123
convnext_pico_ols.d1_in1k,224,85.294,14.706,96.659,3.341,9.06,0.950,bicubic,+5.752,+1.953,-25
resnetblur50.bt_in1k,224,85.289,14.711,96.528,3.472,25.56,0.875,bicubic,+5.983,+1.990,+3
regnety_064.pycls_in1k,224,85.281,14.719,96.635,3.365,30.58,0.875,bicubic,+5.553,+1.871,-46
resnet34d.ra2_in1k,288,85.279,14.721,96.691,3.309,21.82,0.950,bicubic,+6.839,+2.343,+88
resmlp_24_224.fb_in1k,224,85.277,14.723,96.505,3.495,30.02,0.875,bicubic,+5.897,+1.955,-12
coat_lite_mini.in1k,224,85.266,14.734,96.671,3.329,11.01,0.900,bicubic,+6.170,+2.079,+21
cait_xxs24_224.fb_dist_in1k,224,85.257,14.743,96.727,3.273,11.96,1.000,bicubic,+6.865,+2.393,+89
convnext_pico.d1_in1k,224,85.257,14.743,96.622,3.378,9.05,0.875,bicubic,+5.741,+2.068,-27
convnext_femto_ols.d1_in1k,288,85.247,14.753,96.772,3.228,5.23,0.950,bicubic,+6.333,+2.224,+34
regnety_080.pycls_in1k,224,85.247,14.753,96.614,3.386,39.18,0.875,bicubic,+5.365,+1.778,-73
efficientvit_b1.r224_in1k,224,85.242,14.758,96.441,3.559,9.10,0.950,bicubic,+6.002,+2.147,+4
resnet33ts.ra2_in1k,256,85.236,14.764,96.609,3.390,19.68,0.900,bicubic,+6.020,+2.034,+5
resnext50_32x4d.ra_in1k,224,85.230,14.770,96.528,3.472,25.03,0.875,bicubic,+5.430,+1.920,-63
halonet26t.a1h_in1k,256,85.217,14.783,96.475,3.525,12.48,0.950,bicubic,+6.083,+2.135,+10
resnext101_32x8d.tv_in1k,224,85.217,14.783,96.441,3.559,88.79,0.875,bilinear,+5.903,+1.917,-10
xcit_tiny_12_p16_224.fb_dist_in1k,224,85.215,14.785,96.603,3.397,6.72,1.000,bicubic,+6.637,+2.393,+58
resnet50.b2k_in1k,224,85.210,14.790,96.637,3.363,25.56,0.950,bicubic,+5.830,+2.061,-25
pvt_v2_b1.in1k,224,85.208,14.792,96.622,3.378,14.01,0.900,bicubic,+6.506,+2.130,+48
resnet32ts.ra2_in1k,256,85.195,14.805,96.629,3.371,17.96,0.900,bicubic,+6.141,+2.261,+14
fastvit_t12.apple_in1k,256,85.195,14.805,96.595,3.405,7.55,0.900,bicubic,+5.919,+2.025,-12
inception_v3.gluon_in1k,299,85.180,14.819,96.535,3.465,23.83,0.875,bicubic,+6.376,+2.161,+33
resnet50.a1h_in1k,176,85.176,14.824,96.586,3.414,25.56,0.900,bicubic,+5.916,+2.088,-11
edgenext_small_rw.sw_in1k,256,85.170,14.830,96.432,3.568,7.83,0.900,bicubic,+5.580,+1.914,-52
convnext_femto.d1_in1k,288,85.159,14.841,96.723,3.277,5.22,0.950,bicubic,+6.449,+2.475,+39
hrnet_w48.ms_in1k,224,85.153,14.847,96.492,3.508,77.47,0.875,bilinear,+5.829,+1.958,-24
hgnetv2_b1.ssld_stage1_in22k_in1k,224,85.148,14.851,96.659,3.341,6.34,0.965,bicubic,+7.070,+2.473,+93
resnet101.gluon_in1k,224,85.148,14.851,96.381,3.619,44.55,0.875,bicubic,+5.843,+1.749,-20
legacy_xception.tf_in1k,299,85.146,14.854,96.475,3.525,22.86,0.897,bicubic,+6.096,+2.089,+6
resnet50.fb_ssl_yfcc100m_ft_in1k,224,85.138,14.862,96.821,3.179,25.56,0.875,bilinear,+5.886,+2.531,-16
eca_halonext26ts.c1_in1k,256,85.136,14.864,96.586,3.414,10.76,0.940,bicubic,+5.618,+1.876,-51
regnetx_120.pycls_in1k,224,85.136,14.864,96.479,3.521,46.11,0.875,bicubic,+5.528,+1.745,-61
tf_efficientnet_b1.ap_in1k,240,85.133,14.867,96.409,3.591,7.79,0.882,bicubic,+5.846,+2.093,-25
resnet50.am_in1k,224,85.131,14.869,96.562,3.438,25.56,0.875,bicubic,+6.127,+2.171,+4
eca_botnext26ts_256.c1_in1k,256,85.129,14.871,96.509,3.491,10.59,0.950,bicubic,+5.857,+1.915,-25
tf_efficientnetv2_b2.in1k,208,85.125,14.875,96.494,3.506,10.10,0.890,bicubic,+5.919,+1.892,-16
repvit_m1.dist_in1k,224,85.112,14.888,96.605,3.395,5.49,0.950,bicubic,+6.570,+2.523,+42
hrnet_w64.ms_in1k,224,85.108,14.892,96.740,3.260,128.06,0.875,bilinear,+5.650,+2.092,-53
mobileone_s4.apple_in1k,224,85.099,14.901,96.437,3.563,14.95,0.900,bilinear,+5.649,+1.947,-52
fbnetv3_d.ra2_in1k,224,85.097,14.903,96.686,3.314,10.31,0.950,bilinear,+6.441,+2.232,+30
res2net101_26w_4s.in1k,224,85.093,14.907,96.375,3.625,45.21,0.875,bilinear,+5.907,+1.911,-19
nf_regnet_b1.ra2_in1k,256,85.078,14.922,96.541,3.459,10.22,0.900,bicubic,+6.356,+2.155,+21
lambda_resnet26rpt_256.c1_in1k,256,85.076,14.924,96.550,3.450,10.99,0.940,bicubic,+6.122,+2.128,-3
ecaresnet26t.ra2_in1k,256,85.072,14.928,96.631,3.369,16.01,0.875,bicubic,+6.186,+2.087,+4
dpn68b.ra_in1k,288,85.063,14.937,96.447,3.553,12.61,1.000,bicubic,+5.719,+2.021,-47
tf_efficientnet_cc_b1_8e.in1k,240,85.063,14.937,96.428,3.572,39.72,0.882,bicubic,+5.741,+2.048,-42
hgnetv2_b1.ssld_stage2_ft_in1k,224,85.044,14.956,96.678,3.322,6.34,0.965,bicubic,+6.148,+2.194,-2
tf_efficientnet_b0.ns_jft_in1k,224,85.020,14.980,96.492,3.508,5.29,0.875,bicubic,+6.336,+2.122,+20
xcit_nano_12_p8_384.fb_dist_in1k,384,85.008,14.992,96.624,3.376,3.05,1.000,bicubic,+7.188,+2.594,+98
resnext50_32x4d.gluon_in1k,224,85.003,14.997,96.434,3.566,25.03,0.875,bicubic,+5.649,+2.010,-52
resnest26d.gluon_in1k,224,84.997,15.003,96.635,3.365,17.07,0.875,bilinear,+6.521,+2.335,+38
coat_tiny.in1k,224,84.971,15.029,96.407,3.593,5.50,0.900,bicubic,+6.529,+2.371,+40
regnety_040.pycls_in1k,224,84.950,15.050,96.601,3.399,20.65,0.875,bicubic,+5.714,+1.937,-36
resnet50d.a3_in1k,224,84.931,15.069,96.296,3.704,25.58,0.950,bicubic,+6.189,+2.060,+7
mobilevitv2_100.cvnets_in1k,256,84.916,15.084,96.390,3.610,4.90,0.888,bicubic,+6.824,+2.222,+64
tf_efficientnet_b1.aa_in1k,240,84.914,15.086,96.366,3.634,7.79,0.882,bicubic,+6.074,+2.166,-4
legacy_seresnext50_32x4d.in1k,224,84.909,15.091,96.437,3.563,27.56,0.875,bilinear,+5.825,+2.005,-27
dla169.in1k,224,84.903,15.097,96.524,3.476,53.39,0.875,bilinear,+6.197,+2.186,+8
hrnet_w44.ms_in1k,224,84.884,15.116,96.432,3.568,67.06,0.875,bilinear,+6.002,+2.058,-10
resnet50.ra_in1k,224,84.882,15.118,96.473,3.527,25.56,0.875,bicubic,+6.068,+2.153,-6
regnety_008_tv.tv2_in1k,224,84.879,15.120,96.601,3.399,6.43,0.965,bicubic,+6.223,+2.219,+10
regnetx_080.pycls_in1k,224,84.877,15.123,96.447,3.553,39.57,0.875,bicubic,+5.661,+1.899,-43
resnet50s.gluon_in1k,224,84.867,15.133,96.441,3.559,25.68,0.875,bicubic,+6.157,+1.999,+2
visformer_tiny.in1k,224,84.860,15.140,96.516,3.484,10.32,0.900,bicubic,+6.700,+2.274,+50
dla60_res2net.in1k,224,84.845,15.155,96.471,3.529,20.85,0.875,bilinear,+6.365,+2.385,+22
dla60_res2next.in1k,224,84.835,15.165,96.413,3.587,17.03,0.875,bilinear,+6.347,+2.413,+17
vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,84.828,15.172,96.710,3.290,5.79,1.000,bicubic,+6.382,+2.158,+24
dla102x.in1k,224,84.826,15.174,96.537,3.463,26.31,0.875,bilinear,+6.326,+2.309,+11
resnet50d.gluon_in1k,224,84.826,15.174,96.388,3.612,25.58,0.875,bicubic,+5.746,+1.930,-37
res2net50_26w_8s.in1k,224,84.826,15.174,96.349,3.651,48.40,0.875,bilinear,+5.878,+2.069,-27
resnet26t.ra2_in1k,320,84.820,15.180,96.422,3.578,16.01,1.000,bicubic,+6.490,+2.376,+30
mixnet_l.ft_in1k,224,84.818,15.182,96.330,3.670,7.33,0.875,bicubic,+5.848,+2.150,-33
resnet152.tv_in1k,224,84.815,15.185,96.219,3.781,60.19,0.875,bilinear,+6.485,+2.083,+29
levit_conv_128.fb_dist_in1k,224,84.813,15.187,96.349,3.651,9.21,0.900,bicubic,+6.325,+2.205,+10
levit_128.fb_dist_in1k,224,84.809,15.191,96.351,3.649,9.21,0.900,bicubic,+6.323,+2.353,+10
repghostnet_200.in1k,224,84.807,15.193,96.413,3.587,9.80,0.875,bicubic,+6.017,+2.077,-18
xception41.tf_in1k,299,84.800,15.200,96.413,3.587,26.97,0.903,bicubic,+6.276,+2.115,+3
repvgg_b2.rvgg_in1k,224,84.794,15.206,96.499,3.502,89.02,0.875,bilinear,+6.000,+2.085,-21
hrnet_w18.ms_aug_in1k,224,84.794,15.206,96.471,3.529,21.30,0.950,bilinear,+6.678,+2.409,+38
pit_xs_224.in1k,224,84.785,15.214,96.486,3.514,10.62,0.900,bicubic,+6.573,+2.336,+30
resnet152.a3_in1k,160,84.785,15.214,96.127,3.873,60.19,0.950,bicubic,+5.889,+2.003,-34
efficientnet_b0.ra4_e3600_r224_in1k,224,84.783,15.217,96.451,3.549,5.29,0.900,bicubic,+6.211,+2.114,-6
regnetx_064.pycls_in1k,224,84.781,15.219,96.499,3.502,26.21,0.875,bicubic,+5.721,+2.029,-51
resnext50_32x4d.tv2_in1k,176,84.775,15.225,96.332,3.668,25.03,0.875,bilinear,+5.401,+2.030,-89
gcresnext26ts.ch_in1k,288,84.771,15.229,96.306,3.694,10.48,1.000,bicubic,+6.333,+2.272,+9
hrnet_w40.ms_in1k,224,84.756,15.244,96.562,3.438,57.56,0.875,bilinear,+5.832,+2.085,-43
res2net50_26w_6s.in1k,224,84.747,15.253,96.285,3.715,37.05,0.875,bilinear,+6.163,+2.179,-14
resnet34.a1_in1k,288,84.747,15.253,96.230,3.771,21.80,1.000,bicubic,+6.809,+2.481,+47
poolformerv2_s12.sail_in1k,224,84.739,15.261,96.381,3.619,11.89,1.000,bicubic,+6.731,+2.517,+39
resmlp_12_224.fb_distilled_in1k,224,84.724,15.276,96.227,3.773,15.35,0.875,bicubic,+6.776,+2.665,+43
vit_base_patch32_384.augreg_in1k,384,84.719,15.281,96.332,3.668,88.30,1.000,bicubic,+5.965,+2.096,-31
fbnetv3_b.ra2_in1k,224,84.709,15.291,96.475,3.525,8.60,0.950,bilinear,+6.549,+2.311,+21
legacy_seresnet152.in1k,224,84.702,15.298,96.394,3.606,66.82,0.875,bilinear,+6.042,+2.022,-24
bat_resnext26ts.ch_in1k,256,84.696,15.304,96.287,3.713,10.73,0.900,bicubic,+6.416,+2.173,+11
cs3darknet_m.c2ns_in1k,288,84.689,15.310,96.496,3.504,9.31,0.950,bicubic,+7.061,+2.478,+63
hrnet_w32.ms_in1k,224,84.677,15.323,96.415,3.585,41.23,0.875,bilinear,+6.221,+2.229,-6
convnextv2_femto.fcmae_ft_in1k,224,84.672,15.328,96.434,3.566,5.23,0.875,bicubic,+6.188,+2.440,-11
selecsls60b.in1k,224,84.655,15.345,96.296,3.704,32.77,0.875,bicubic,+6.245,+2.130,-2
seresnext26d_32x4d.bt_in1k,288,84.647,15.353,96.274,3.726,16.81,0.950,bicubic,+5.821,+2.016,-46
tf_efficientnetv2_b0.in1k,224,84.625,15.375,96.274,3.726,7.14,0.875,bicubic,+6.245,+2.248,-1
regnetx_040.pycls_in1k,224,84.613,15.387,96.383,3.617,22.12,0.875,bicubic,+6.119,+2.141,-19
efficientnet_b1.ft_in1k,256,84.611,15.389,96.334,3.666,7.79,1.000,bicubic,+5.812,+1.992,-46
efficientnet_es.ra_in1k,224,84.604,15.396,96.313,3.687,5.44,0.875,bicubic,+6.512,+2.381,+17
vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,84.596,15.405,96.014,3.986,119.42,0.900,bicubic,+5.100,+1.900,-122
hrnet_w30.ms_in1k,224,84.591,15.409,96.398,3.602,37.71,0.875,bilinear,+6.377,+2.184,+4
regnety_032.pycls_in1k,224,84.576,15.424,96.432,3.568,19.44,0.875,bicubic,+5.680,+2.004,-60
seresnext26t_32x4d.bt_in1k,288,84.570,15.430,96.383,3.617,16.81,0.950,bicubic,+5.832,+2.067,-46
resnet50.bt_in1k,224,84.570,15.430,96.362,3.638,25.56,0.875,bicubic,+6.138,+2.092,-12
wide_resnet101_2.tv_in1k,224,84.559,15.441,96.349,3.651,126.89,0.875,bilinear,+5.711,+2.037,-60
tf_mixnet_l.in1k,224,84.559,15.441,96.247,3.753,7.33,0.875,bicubic,+5.783,+2.249,-50
hrnet_w18_small_v2.gluon_in1k,224,84.544,15.456,96.293,3.707,15.60,0.875,bicubic,+6.360,+2.381,0
dla60x.in1k,224,84.525,15.475,96.261,3.739,17.35,0.875,bilinear,+6.295,+2.242,-4
seresnext26ts.ch_in1k,288,84.523,15.477,96.328,3.672,10.39,1.000,bicubic,+6.231,+2.252,-9
legacy_seresnet101.in1k,224,84.514,15.486,96.343,3.657,49.33,0.875,bilinear,+6.118,+2.085,-17
vit_small_patch16_224.augreg_in1k,224,84.510,15.490,96.287,3.713,22.05,0.900,bicubic,+5.668,+2.009,-64
cs3darknet_focus_m.c2ns_in1k,288,84.480,15.520,96.426,3.574,9.30,0.950,bicubic,+7.188,+2.456,+66
resnet50.a3_in1k,224,84.480,15.520,95.986,4.014,25.56,0.950,bicubic,+6.428,+2.206,+5
resnet26t.ra2_in1k,256,84.476,15.524,96.208,3.792,16.01,0.940,bicubic,+6.592,+2.370,+22
coat_lite_tiny.in1k,224,84.465,15.535,96.366,3.634,5.72,0.900,bicubic,+6.917,+2.442,+46
tf_efficientnet_b1.in1k,240,84.461,15.539,96.086,3.914,7.79,0.882,bicubic,+5.903,+1.984,-43
tf_efficientnet_em.in1k,240,84.459,15.541,96.187,3.813,6.90,0.882,bicubic,+6.323,+2.125,-5
dpn68b.ra_in1k,224,84.453,15.547,96.155,3.845,12.61,0.950,bicubic,+5.909,+2.177,-44
convnext_femto_ols.d1_in1k,224,84.433,15.567,96.227,3.773,5.23,0.875,bicubic,+6.589,+2.403,+22
repvgg_b1.rvgg_in1k,224,84.425,15.575,96.217,3.783,57.42,0.875,bilinear,+6.053,+2.109,-24
wide_resnet50_2.tv_in1k,224,84.408,15.592,96.247,3.753,68.88,0.875,bilinear,+5.928,+2.045,-37
efficientnet_b1_pruned.in1k,240,84.403,15.597,96.125,3.875,6.33,0.882,bicubic,+6.151,+2.305,-20
res2net50_26w_4s.in1k,224,84.380,15.620,96.082,3.918,25.70,0.875,bilinear,+6.394,+2.220,+2
vit_base_patch16_224.augreg_in1k,224,84.380,15.620,96.052,3.948,86.57,0.900,bicubic,+5.238,+1.962,-102
res2net50_14w_8s.in1k,224,84.341,15.659,96.059,3.941,25.06,0.875,bilinear,+6.195,+2.209,-14
hardcorenas_f.miil_green_in1k,224,84.324,15.676,96.016,3.984,8.20,0.875,bilinear,+6.216,+2.216,-12
selecsls60.in1k,224,84.284,15.716,96.091,3.909,30.67,0.875,bicubic,+6.298,+2.265,0
hgnetv2_b0.ssld_stage2_ft_in1k,224,84.279,15.720,96.287,3.713,6.00,0.965,bicubic,+6.938,+2.501,+46
mobilevit_s.cvnets_in1k,256,84.271,15.729,96.264,3.736,5.58,0.900,bicubic,+5.969,+2.098,-30
resnet101.a3_in1k,160,84.260,15.740,95.960,4.040,44.55,0.950,bicubic,+6.332,+2.274,+2
ese_vovnet19b_dw.ra_in1k,288,84.241,15.759,96.253,3.747,6.54,0.950,bicubic,+6.443,+2.475,+14
regnetx_032.pycls_in1k,224,84.237,15.763,96.253,3.747,15.30,0.875,bicubic,+6.071,+2.163,-24
mobileone_s3.apple_in1k,224,84.233,15.767,96.118,3.881,10.17,0.900,bilinear,+6.231,+2.209,-8
eca_resnext26ts.ch_in1k,288,84.228,15.772,96.198,3.803,10.30,1.000,bicubic,+6.212,+2.266,-11
convnextv2_atto.fcmae_ft_in1k,288,84.226,15.774,96.056,3.943,3.71,0.950,bicubic,+6.436,+2.367,+11
res2next50.in1k,224,84.220,15.780,96.007,3.993,24.67,0.875,bilinear,+5.984,+2.103,-33
convnext_atto_ols.a2_in1k,288,84.209,15.791,96.236,3.764,3.70,0.950,bicubic,+6.989,+2.536,+47
resnet50c.gluon_in1k,224,84.205,15.795,96.165,3.835,25.58,0.875,bicubic,+6.189,+2.171,-16
mobileone_s2.apple_in1k,224,84.192,15.808,96.063,3.937,7.88,0.900,bilinear,+6.688,+2.399,+26
dla102.in1k,224,84.190,15.810,96.202,3.798,33.27,0.875,bilinear,+6.172,+2.254,-19
gcresnext26ts.ch_in1k,256,84.186,15.814,96.072,3.929,10.48,0.900,bicubic,+6.370,+2.249,+3
cs3darknet_m.c2ns_in1k,256,84.162,15.838,96.242,3.758,9.31,0.887,bicubic,+7.180,+2.640,+57
ecaresnet50t.a3_in1k,160,84.158,15.842,95.937,4.063,25.57,0.950,bicubic,+6.378,+2.325,+5
rexnet_100.nav_in1k,224,84.149,15.851,96.255,3.745,4.80,0.875,bicubic,+6.303,+2.379,-5
convnext_atto.d2_in1k,288,84.149,15.851,96.200,3.800,3.70,0.950,bicubic,+7.135,+2.498,+51
fastvit_t8.apple_dist_in1k,256,84.149,15.851,96.059,3.941,4.03,0.900,bicubic,+6.977,+2.785,+43
densenetblur121d.ra_in1k,288,84.145,15.855,96.242,3.758,8.00,0.950,bicubic,+6.835,+2.442,+29
seresnext26ts.ch_in1k,256,84.139,15.861,96.065,3.935,10.39,0.900,bicubic,+6.283,+2.275,-10
inception_v3.tf_in1k,299,84.136,15.864,95.913,4.087,23.83,0.875,bicubic,+6.270,+2.273,-12
tf_efficientnetv2_b1.in1k,192,84.134,15.866,96.037,3.963,8.14,0.882,bicubic,+6.204,+2.215,-19
convnext_femto.d1_in1k,224,84.119,15.881,96.200,3.800,5.22,0.875,bicubic,+6.611,+2.512,+13
res2net50_48w_2s.in1k,224,84.115,15.885,95.967,4.033,25.29,0.875,bilinear,+6.579,+2.403,+11
xcit_tiny_12_p16_224.fb_in1k,224,84.107,15.893,96.240,3.760,6.72,1.000,bicubic,+6.965,+2.510,+36
ghostnetv2_160.in1k,224,84.104,15.896,96.204,3.796,12.39,0.875,bicubic,+6.268,+2.262,-12
tf_efficientnet_lite2.in1k,260,84.104,15.896,96.069,3.931,6.09,0.890,bicubic,+6.632,+2.325,+12
resnet34d.ra2_in1k,224,84.096,15.904,95.971,4.029,21.82,0.875,bicubic,+6.992,+2.595,+34
hgnetv2_b0.ssld_stage1_in22k_in1k,224,84.070,15.930,96.234,3.766,6.00,0.965,bicubic,+7.226,+2.622,+51
poolformer_s12.sail_in1k,224,84.060,15.940,96.174,3.826,11.92,0.900,bicubic,+6.816,+2.636,+24
efficientnet_b0.ra_in1k,224,84.036,15.964,95.967,4.033,5.29,0.875,bicubic,+6.340,+2.427,-9
resnet34.a2_in1k,288,84.030,15.970,95.926,4.074,21.80,1.000,bicubic,+6.882,+2.636,+28
crossvit_9_dagger_240.in1k,240,84.028,15.972,96.067,3.933,8.78,0.875,bicubic,+7.042,+2.465,+37
tf_efficientnet_cc_b0_8e.in1k,224,83.998,16.002,96.035,3.965,24.01,0.875,bicubic,+6.074,+2.385,-30
regnety_016.pycls_in1k,224,83.998,16.002,96.007,3.993,11.20,0.875,bicubic,+6.090,+2.283,-27
resnext50_32x4d.tv_in1k,224,83.989,16.011,95.960,4.040,25.03,0.875,bilinear,+6.357,+2.286,-11
cs3darknet_focus_m.c2ns_in1k,256,83.985,16.015,96.048,3.952,9.30,0.887,bicubic,+7.211,+2.504,+45
resnet50.gluon_in1k,224,83.981,16.019,96.027,3.973,25.56,0.875,bicubic,+6.401,+2.301,-6
gmixer_24_224.ra3_in1k,224,83.972,16.028,95.852,4.148,24.72,0.875,bicubic,+5.924,+2.198,-48
hardcorenas_e.miil_green_in1k,224,83.970,16.030,95.913,4.087,8.07,0.875,bilinear,+6.180,+2.181,-21
densenet161.tv_in1k,224,83.931,16.069,96.020,3.980,28.68,0.875,bicubic,+6.582,+2.366,+4
mobilenetv1_125.ra4_e3600_r224_in1k,256,83.912,16.088,96.095,3.905,6.27,1.000,bicubic,+6.328,+2.301,-11
mobilenetv2_120d.ra_in1k,224,83.904,16.096,95.909,4.091,5.83,0.875,bicubic,+6.606,+2.393,+6
seresnext26t_32x4d.bt_in1k,224,83.889,16.111,95.941,4.059,16.81,0.875,bicubic,+5.909,+2.191,-44
inception_v3.tf_adv_in1k,299,83.882,16.118,95.941,4.059,23.83,0.875,bicubic,+6.286,+2.215,-17
resnext50_32x4d.a3_in1k,160,83.868,16.133,95.625,4.375,25.03,0.950,bicubic,+6.134,+2.311,-25
resnet101.tv_in1k,224,83.863,16.137,95.892,4.108,44.55,0.875,bilinear,+6.459,+2.340,-3
tinynet_a.in1k,192,83.842,16.158,95.805,4.195,6.19,0.875,bicubic,+6.178,+2.273,-25
resnet26d.bt_in1k,288,83.812,16.188,95.965,4.035,16.01,0.950,bicubic,+6.388,+2.335,-6
dpn68b.mx_in1k,224,83.803,16.197,95.986,4.014,12.61,0.875,bicubic,+6.261,+2.144,-16
hardcorenas_d.miil_green_in1k,224,83.795,16.205,95.717,4.283,7.50,0.875,bilinear,+6.345,+2.237,-10
inception_v3.tv_in1k,299,83.793,16.207,95.898,4.101,23.83,0.875,bicubic,+6.319,+2.424,-14
xcit_nano_12_p8_224.fb_dist_in1k,224,83.742,16.259,95.937,4.063,3.05,1.000,bicubic,+7.413,+2.867,+53
seresnext26d_32x4d.bt_in1k,224,83.742,16.259,95.839,4.161,16.81,0.875,bicubic,+6.156,+2.229,-23
dla60.in1k,224,83.718,16.282,95.926,4.074,22.04,0.875,bilinear,+6.672,+2.608,+12
resnext26ts.ra2_in1k,288,83.703,16.297,95.978,4.022,10.30,1.000,bicubic,+6.521,+2.504,+2
eca_resnext26ts.ch_in1k,256,83.695,16.305,95.924,4.076,10.30,0.900,bicubic,+6.253,+2.348,-15
repvgg_b1g4.rvgg_in1k,224,83.692,16.308,96.027,3.973,39.97,0.875,bilinear,+6.090,+2.183,-31
convmixer_1024_20_ks9_p14.in1k,224,83.686,16.314,95.892,4.108,24.38,0.960,bicubic,+6.742,+2.528,+15
skresnet34.ra_in1k,224,83.680,16.320,95.920,4.080,22.28,0.875,bicubic,+6.724,+2.602,+13
regnetx_008.tv2_in1k,224,83.675,16.325,95.986,4.014,7.26,0.965,bicubic,+6.387,+2.324,-10
legacy_seresnet50.in1k,224,83.660,16.340,95.963,4.037,28.09,0.875,bilinear,+6.016,+2.243,-38
tf_efficientnet_b0.ap_in1k,224,83.660,16.340,95.796,4.204,5.29,0.875,bicubic,+6.566,+2.536,+1
resnetrs50.tf_in1k,160,83.645,16.355,95.828,4.172,35.69,0.910,bicubic,+5.795,+2.014,-55
tf_efficientnet_cc_b0_4e.in1k,224,83.645,16.355,95.728,4.272,13.31,0.875,bicubic,+6.321,+2.396,-17
seresnet50.a3_in1k,224,83.645,16.355,95.679,4.321,28.09,0.950,bicubic,+6.609,+2.607,+3
repghostnet_150.in1k,224,83.639,16.361,95.916,4.084,6.58,0.875,bicubic,+6.169,+2.418,-27
resnet50d.a3_in1k,160,83.618,16.382,95.642,4.358,25.58,0.950,bicubic,+6.396,+2.386,-13
densenet121.ra_in1k,288,83.598,16.402,96.048,3.952,7.98,0.950,bicubic,+7.118,+2.674,+32
efficientnet_b1.ft_in1k,224,83.584,16.416,95.773,4.227,7.79,0.875,bicubic,+5.990,+2.143,-41
resmlp_12_224.fb_in1k,224,83.566,16.434,95.760,4.240,15.35,0.875,bicubic,+6.906,+2.590,+17
tf_efficientnet_b0.aa_in1k,224,83.552,16.448,95.758,4.242,5.29,0.875,bicubic,+6.669,+2.488,+6
densenet201.tv_in1k,224,83.549,16.451,95.805,4.195,20.01,0.875,bicubic,+6.265,+2.325,-21
mobilenetv3_large_100.miil_in21k_ft_in1k,224,83.537,16.463,95.433,4.567,5.48,0.875,bilinear,+5.627,+2.549,-68
gernet_s.idstcv_in1k,224,83.526,16.474,95.798,4.202,8.17,0.875,bilinear,+6.624,+2.662,+2
mixnet_m.ft_in1k,224,83.519,16.481,95.698,4.302,5.01,0.875,bicubic,+6.245,+2.270,-23
legacy_seresnext26_32x4d.in1k,224,83.513,16.487,95.738,4.262,16.79,0.875,bicubic,+6.413,+2.406,-14
hrnet_w18.ms_in1k,224,83.509,16.491,95.903,4.097,21.30,0.875,bilinear,+6.749,+2.457,+7
resnet34.bt_in1k,288,83.485,16.515,95.960,4.040,21.80,0.950,bicubic,+6.977,+2.617,+20
densenetblur121d.ra_in1k,224,83.481,16.519,95.811,4.189,8.00,0.875,bicubic,+6.909,+2.625,+13
resnext26ts.ra2_in1k,256,83.468,16.532,95.732,4.268,10.30,0.900,bicubic,+6.694,+2.594,+2
selecsls42b.in1k,224,83.462,16.538,95.738,4.262,32.46,0.875,bicubic,+6.276,+2.346,-25
efficientvit_m5.r224_in1k,224,83.451,16.549,95.796,4.204,12.47,0.875,bicubic,+6.369,+2.630,-17
resnet34.a1_in1k,224,83.438,16.562,95.519,4.481,21.80,0.950,bicubic,+7.024,+2.633,+18
efficientformerv2_s0.snap_dist_in1k,224,83.408,16.592,95.809,4.191,3.60,0.950,bicubic,+7.292,+2.955,+25
hardcorenas_c.miil_green_in1k,224,83.379,16.622,95.702,4.298,5.52,0.875,bilinear,+6.285,+2.510,-21
ghostnetv2_130.in1k,224,83.364,16.636,95.830,4.170,8.96,0.875,bicubic,+6.602,+2.470,-3
tf_efficientnet_lite1.in1k,240,83.349,16.651,95.647,4.353,5.42,0.882,bicubic,+6.677,+2.415,-1
tf_efficientnetv2_b0.in1k,192,83.285,16.715,95.636,4.364,7.14,0.875,bicubic,+6.405,+2.452,-10
mobilenetv1_125.ra4_e3600_r224_in1k,224,83.276,16.724,95.657,4.343,6.27,0.900,bicubic,+6.348,+2.441,-15
fastvit_t8.apple_in1k,256,83.240,16.760,95.828,4.172,4.03,0.900,bicubic,+7.056,+2.786,+17
tf_efficientnet_es.in1k,224,83.193,16.807,95.583,4.417,5.44,0.875,bicubic,+6.585,+2.407,-1
mobilenetv2_140.ra_in1k,224,83.191,16.809,95.668,4.332,6.11,0.875,bicubic,+6.663,+2.660,+4
dpn68.mx_in1k,224,83.191,16.809,95.615,4.385,12.61,0.875,bicubic,+6.853,+2.625,+11
convnextv2_atto.fcmae_ft_in1k,224,83.191,16.809,95.527,4.473,3.71,0.875,bicubic,+6.545,+2.483,-6
tf_mixnet_m.in1k,224,83.189,16.811,95.474,4.526,5.01,0.875,bicubic,+6.225,+2.306,-24
regnetx_016.pycls_in1k,224,83.174,16.826,95.747,4.253,9.19,0.875,bicubic,+6.250,+2.317,-21
mobilenetv1_100h.ra4_e3600_r224_in1k,256,83.161,16.839,95.713,4.287,5.28,0.950,bicubic,+6.567,+2.447,-6
xcit_nano_12_p16_384.fb_dist_in1k,384,83.148,16.852,95.736,4.264,3.05,1.000,bicubic,+7.680,+3.066,+34
levit_conv_128s.fb_dist_in1k,224,83.118,16.882,95.585,4.415,7.78,0.900,bicubic,+6.584,+2.703,-4
ese_vovnet19b_dw.ra_in1k,224,83.101,16.899,95.794,4.206,6.54,0.875,bicubic,+6.303,+2.522,-20
levit_128s.fb_dist_in1k,224,83.078,16.922,95.574,4.426,7.78,0.900,bicubic,+6.555,+2.700,-4
resnet26d.bt_in1k,224,83.052,16.948,95.606,4.394,16.01,0.875,bicubic,+6.354,+2.450,-17
repvgg_a2.rvgg_in1k,224,83.011,16.989,95.600,4.400,28.21,0.875,bilinear,+6.519,+2.584,-4
convnext_atto_ols.a2_in1k,224,83.007,16.993,95.536,4.464,3.70,0.875,bicubic,+7.105,+2.692,+13
resnet50.tv_in1k,224,82.969,17.031,95.474,4.526,25.56,0.875,bilinear,+6.813,+2.608,+3
convnext_atto.d2_in1k,224,82.966,17.034,95.706,4.294,3.70,0.875,bicubic,+7.298,+2.794,+15
resnet26.bt_in1k,288,82.939,17.061,95.726,4.274,16.00,0.950,bicubic,+6.561,+2.550,-5
mobilenetv1_100.ra4_e3600_r224_in1k,256,82.930,17.070,95.636,4.364,4.23,0.950,bicubic,+6.844,+2.624,+2
repghostnet_130.in1k,224,82.896,17.104,95.444,4.556,5.48,0.875,bicubic,+6.530,+2.546,-6
hardcorenas_b.miil_green_in1k,224,82.873,17.128,95.386,4.614,5.18,0.875,bilinear,+6.320,+2.620,-17
mobileone_s1.apple_in1k,224,82.853,17.147,95.525,4.475,4.83,0.900,bilinear,+7.079,+2.737,+8
densenet121.ra_in1k,224,82.813,17.187,95.580,4.420,7.98,0.875,bicubic,+7.237,+2.932,+15
mobilevitv2_075.cvnets_in1k,256,82.789,17.211,95.576,4.424,2.87,0.888,bicubic,+7.185,+2.822,+12
resnet50.a3_in1k,160,82.766,17.234,95.085,4.915,25.56,0.950,bicubic,+6.772,+2.591,-1
vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,82.674,17.326,95.864,4.136,6.36,1.000,bicubic,+6.712,+2.588,-2
densenet169.tv_in1k,224,82.674,17.326,95.568,4.432,14.15,0.875,bicubic,+6.752,+2.592,+1
regnety_004.tv2_in1k,224,82.631,17.369,95.504,4.496,4.34,0.965,bicubic,+7.043,+2.806,+9
tf_efficientnet_b0.in1k,224,82.582,17.418,95.422,4.578,5.29,0.875,bicubic,+6.046,+2.412,-24
resnet34.a2_in1k,224,82.574,17.426,95.249,4.750,21.80,0.950,bicubic,+7.058,+2.793,+10
edgenext_x_small.in1k,288,82.569,17.431,95.427,4.573,2.34,1.000,bicubic,+6.863,+2.667,0
mixnet_s.ft_in1k,224,82.525,17.476,95.354,4.646,4.13,0.875,bicubic,+6.523,+2.554,-10
regnety_008.pycls_in1k,224,82.507,17.493,95.489,4.511,6.26,0.875,bicubic,+6.173,+2.429,-17
vit_small_patch32_224.augreg_in21k_ft_in1k,224,82.503,17.497,95.668,4.332,22.88,0.900,bicubic,+6.507,+2.396,-11
mobilenetv1_100h.ra4_e3600_r224_in1k,224,82.405,17.595,95.194,4.806,5.28,0.875,bicubic,+6.747,+2.690,-2
efficientnet_lite0.ra_in1k,224,82.379,17.621,95.279,4.721,4.65,0.875,bicubic,+6.889,+2.765,+6
resnest14d.gluon_in1k,224,82.373,17.627,95.331,4.669,10.61,0.875,bilinear,+6.857,+2.817,+2
hardcorenas_a.miil_green_in1k,224,82.335,17.666,95.271,4.729,5.26,0.875,bilinear,+6.409,+2.785,-12
mobilenetv1_100.ra4_e3600_r224_in1k,224,82.296,17.704,95.055,4.945,4.23,0.875,bicubic,+6.912,+2.743,+7
efficientnet_es_pruned.in1k,224,82.279,17.721,95.305,4.695,5.44,0.875,bicubic,+7.279,+2.857,+18
mobilenetv3_rw.rmsp_in1k,224,82.277,17.723,95.239,4.761,5.48,0.875,bicubic,+6.663,+2.541,-6
semnasnet_100.rmsp_in1k,224,82.266,17.734,95.232,4.768,3.89,0.875,bicubic,+6.802,+2.620,+2
mobilenetv3_large_100.ra_in1k,224,82.159,17.841,95.198,4.802,5.48,0.875,bicubic,+6.373,+2.670,-14
resnet34.bt_in1k,224,82.155,17.845,95.064,4.936,21.80,0.875,bicubic,+6.993,+2.644,+7
mobilenetv2_110d.ra_in1k,224,82.068,17.932,95.059,4.941,4.52,0.875,bicubic,+7.014,+2.873,+12
vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,82.055,17.945,95.482,4.518,5.72,0.900,bicubic,+6.603,+2.628,-1
mixer_b16_224.goog_in21k_ft_in1k,224,82.031,17.969,94.449,5.551,59.88,0.875,bicubic,+5.391,+2.221,-47
tf_mixnet_s.in1k,224,82.021,17.979,95.117,4.883,4.13,0.875,bicubic,+6.369,+2.489,-14
deit_tiny_distilled_patch16_224.fb_in1k,224,82.014,17.986,95.145,4.855,5.91,0.900,bicubic,+7.474,+3.251,+22
repvgg_b0.rvgg_in1k,224,82.014,17.986,95.117,4.883,15.82,0.875,bilinear,+6.852,+2.947,0
tf_efficientnet_lite0.in1k,224,81.957,18.043,95.162,4.838,4.65,0.875,bicubic,+7.111,+2.982,+11
hrnet_w18_small_v2.ms_in1k,224,81.952,18.048,95.164,4.836,15.60,0.875,bilinear,+6.854,+2.746,+2
resnet26.bt_in1k,224,81.937,18.063,95.249,4.750,16.00,0.875,bicubic,+6.645,+2.677,-6
ghostnetv2_100.in1k,224,81.901,18.099,95.100,4.900,6.16,0.875,bicubic,+6.725,+2.766,-5
edgenext_x_small.in1k,256,81.899,18.101,95.027,4.973,2.34,0.900,bicubic,+7.019,+2.723,+6
seresnet50.a3_in1k,160,81.888,18.112,94.961,5.039,28.09,0.950,bicubic,+6.788,+2.865,-3
tf_mobilenetv3_large_100.in1k,224,81.863,18.137,95.066,4.934,5.48,0.875,bilinear,+6.349,+2.464,-17
tinynet_b.in1k,188,81.863,18.137,94.882,5.118,3.73,0.875,bicubic,+6.897,+2.686,+2
pit_ti_distilled_224.in1k,224,81.779,18.221,95.094,4.906,5.10,0.900,bicubic,+7.501,+3.166,+16
repghostnet_111.in1k,224,81.743,18.257,94.829,5.171,4.54,0.875,bicubic,+6.675,+2.645,-5
densenet121.tv_in1k,224,81.722,18.278,95.015,4.985,7.98,0.875,bicubic,+6.974,+2.861,+3
regnety_006.pycls_in1k,224,81.700,18.300,95.124,4.877,6.06,0.875,bicubic,+6.438,+2.598,-14
regnetx_004_tv.tv2_in1k,224,81.688,18.312,95.055,4.945,5.50,0.965,bicubic,+7.104,+2.885,+6
xcit_nano_12_p8_224.fb_in1k,224,81.675,18.325,95.256,4.744,3.05,1.000,bicubic,+7.775,+3.110,+19
resnet18d.ra2_in1k,288,81.673,18.327,95.044,4.955,11.71,0.950,bicubic,+7.879,+3.210,+20
mobilenetv4_conv_small.e2400_r224_in1k,256,81.668,18.332,94.991,5.009,3.77,0.950,bicubic,+7.024,+2.969,0
dla34.in1k,224,81.649,18.351,94.867,5.133,15.74,0.875,bilinear,+7.017,+2.815,+1
crossvit_9_240.in1k,240,81.632,18.368,94.987,5.013,8.55,0.875,bicubic,+7.656,+3.011,+12
fbnetc_100.rmsp_in1k,224,81.549,18.451,94.951,5.049,5.57,0.875,bilinear,+6.435,+2.569,-17
mobilevit_xs.cvnets_in1k,256,81.544,18.456,95.034,4.966,2.32,0.900,bicubic,+6.912,+2.686,-3
legacy_seresnet34.in1k,224,81.542,18.458,94.901,5.098,21.96,0.875,bilinear,+6.754,+2.767,-8
regnetx_008.pycls_in1k,224,81.515,18.485,95.059,4.941,7.26,0.875,bicubic,+6.453,+2.719,-16
mnasnet_100.rmsp_in1k,224,81.481,18.520,94.904,5.096,4.38,0.875,bicubic,+6.819,+2.796,-8
efficientvit_m4.r224_in1k,224,81.472,18.528,95.002,4.998,8.80,0.875,bicubic,+7.126,+3.018,-2
resnet34.gluon_in1k,224,81.472,18.528,94.797,5.203,21.80,0.875,bicubic,+6.898,+2.809,-4
vgg19_bn.tv_in1k,224,81.455,18.545,94.773,5.227,143.68,0.875,bilinear,+7.219,+2.929,0
mobilenetv4_conv_small.e1200_r224_in1k,256,81.431,18.569,95.070,4.930,3.77,0.950,bicubic,+7.141,+2.958,-3
repvgg_a1.rvgg_in1k,224,81.271,18.729,94.699,5.301,14.09,0.875,bilinear,+6.803,+2.859,-6
vit_base_patch32_224.augreg_in1k,224,81.139,18.861,94.436,5.564,88.22,0.900,bicubic,+6.233,+2.666,-19
convit_tiny.fb_in1k,224,81.122,18.878,95.049,4.951,5.71,0.875,bicubic,+7.996,+3.359,+16
crossvit_tiny_240.in1k,240,81.088,18.912,94.985,5.015,7.01,0.875,bicubic,+7.758,+3.075,+11
resnet18.a1_in1k,288,81.047,18.953,94.372,5.628,11.69,1.000,bicubic,+7.883,+3.318,+13
repghostnet_100.in1k,224,80.936,19.064,94.528,5.472,4.07,0.875,bicubic,+6.736,+2.978,-6
spnasnet_100.rmsp_in1k,224,80.866,19.134,94.524,5.476,4.42,0.875,bilinear,+6.784,+2.696,-6
resnet34.a3_in1k,224,80.840,19.160,94.361,5.639,21.80,0.950,bicubic,+7.858,+3.245,+14
mobilenetv4_conv_small.e2400_r224_in1k,224,80.799,19.201,94.603,5.397,3.77,0.875,bicubic,+7.069,+3.177,0
efficientvit_m3.r224_in1k,224,80.699,19.301,94.558,5.442,6.90,0.875,bicubic,+7.291,+3.210,+3
ghostnet_100.in1k,224,80.675,19.325,94.363,5.637,5.18,0.875,bicubic,+6.716,+2.821,-7
regnetx_006.pycls_in1k,224,80.631,19.369,94.532,5.468,6.20,0.875,bicubic,+6.747,+2.866,-6
skresnet18.ra_in1k,224,80.631,19.369,94.383,5.617,11.96,0.875,bicubic,+7.611,+3.209,+8
regnety_004.pycls_in1k,224,80.624,19.376,94.697,5.303,4.34,0.875,bicubic,+6.618,+2.941,-12
pit_ti_224.in1k,224,80.603,19.397,94.611,5.389,4.85,0.900,bicubic,+7.679,+3.199,+9
resnet18.fb_swsl_ig1b_ft_in1k,224,80.564,19.436,94.758,5.242,11.69,0.875,bilinear,+7.276,+3.004,+1
mobilenetv4_conv_small.e1200_r224_in1k,224,80.543,19.457,94.383,5.617,3.77,0.875,bicubic,+7.107,+3.041,-5
vgg16_bn.tv_in1k,224,80.535,19.465,94.581,5.419,138.37,0.875,bilinear,+7.179,+3.081,-4
semnasnet_075.rmsp_in1k,224,80.486,19.515,94.323,5.677,2.91,0.875,bicubic,+7.478,+3.197,+2
hrnet_w18_small.gluon_in1k,224,80.411,19.589,94.018,5.982,13.19,0.875,bicubic,+6.479,+2.846,-15
resnet34.tv_in1k,224,80.394,19.606,94.408,5.592,21.80,0.875,bilinear,+7.096,+2.986,-5
resnet18d.ra2_in1k,224,80.392,19.608,94.229,5.771,11.71,0.875,bicubic,+8.124,+3.547,+11
resnet18.a2_in1k,288,80.289,19.711,94.094,5.906,11.69,1.000,bicubic,+7.927,+3.478,+6
xcit_nano_12_p16_224.fb_dist_in1k,224,80.249,19.752,94.361,5.639,3.05,1.000,bicubic,+7.931,+3.535,+7
mobilenetv2_100.ra_in1k,224,80.240,19.760,94.195,5.805,3.50,0.875,bicubic,+7.304,+3.193,-2
vit_base_patch32_224.sam_in1k,224,80.221,19.779,93.825,6.175,88.22,0.900,bicubic,+6.515,+2.813,-16
resnet18.fb_ssl_yfcc100m_ft_in1k,224,80.112,19.888,94.590,5.410,11.69,0.875,bilinear,+7.476,+3.174,-2
tf_mobilenetv3_large_075.in1k,224,80.080,19.920,94.191,5.809,3.99,0.875,bilinear,+6.632,+2.847,-17
deit_tiny_patch16_224.fb_in1k,224,80.024,19.976,94.451,5.549,5.72,0.900,bicubic,+7.828,+3.351,+7
hrnet_w18_small.ms_in1k,224,79.533,20.467,93.911,6.089,13.19,0.875,bilinear,+7.199,+3.225,0
repvgg_a0.rvgg_in1k,224,79.529,20.471,93.768,6.232,9.11,0.875,bilinear,+7.105,+3.254,-4
vgg19.tv_in1k,224,79.486,20.514,93.868,6.132,143.67,0.875,bilinear,+7.086,+2.990,-4
regnetx_004.pycls_in1k,224,79.450,20.550,93.862,6.138,5.16,0.875,bicubic,+7.018,+3.014,-7
resnet18.a1_in1k,224,79.450,20.550,93.655,6.345,11.69,0.950,bicubic,+7.962,+3.579,+10
tf_mobilenetv3_large_minimal_100.in1k,224,79.251,20.749,93.734,6.266,3.92,0.875,bilinear,+6.981,+3.072,-3
edgenext_xx_small.in1k,288,79.211,20.789,93.823,6.177,1.33,1.000,bicubic,+7.325,+3.289,+3
legacy_seresnet18.in1k,224,79.155,20.845,93.774,6.226,11.78,0.875,bicubic,+7.413,+3.434,+4
resnet14t.c3_in1k,224,79.126,20.875,93.599,6.401,10.08,0.950,bicubic,+6.883,+3.281,-4
repghostnet_080.in1k,224,79.108,20.892,93.687,6.313,3.28,0.875,bicubic,+6.872,+3.197,-4
vgg16.tv_in1k,224,79.038,20.962,93.657,6.343,138.36,0.875,bilinear,+7.438,+3.259,+2
vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,79.025,20.975,93.872,6.128,6.34,0.900,bicubic,+7.205,+3.058,-1
vgg13_bn.tv_in1k,224,78.985,21.015,93.640,6.360,133.05,0.875,bilinear,+7.429,+3.268,+1
lcnet_100.ra2_in1k,224,78.906,21.094,93.537,6.463,2.95,0.875,bicubic,+6.778,+3.169,-6
pvt_v2_b0.in1k,224,78.739,21.261,93.855,6.145,3.67,0.900,bicubic,+8.083,+3.643,+8
edgenext_xx_small.in1k,256,78.694,21.306,93.505,6.495,1.33,0.900,bicubic,+7.578,+3.465,+4
efficientvit_m2.r224_in1k,224,78.615,21.385,93.561,6.439,4.19,0.875,bicubic,+7.815,+3.401,+5
mobileone_s0.apple_in1k,224,78.513,21.487,93.337,6.663,5.29,0.875,bilinear,+7.115,+3.472,-1
resnet18.a2_in1k,224,78.489,21.511,93.294,6.706,11.69,0.950,bicubic,+7.855,+3.808,+5
efficientvit_b0.r224_in1k,224,78.442,21.558,92.796,7.204,3.41,0.950,bicubic,+7.038,+3.362,-4
tinynet_c.in1k,184,78.429,21.571,93.140,6.860,2.46,0.875,bicubic,+7.205,+3.394,-2
resnet18.gluon_in1k,224,78.387,21.613,93.132,6.869,11.69,0.875,bicubic,+7.543,+3.382,-1
resnet14t.c3_in1k,176,78.329,21.671,93.140,6.860,10.08,0.875,bicubic,+7.011,+3.460,-5
resnet34.a3_in1k,160,78.291,21.709,93.208,6.792,21.80,0.950,bicubic,+7.719,+3.686,+1
mobilevitv2_050.cvnets_in1k,256,78.128,21.872,93.580,6.420,1.37,0.888,bicubic,+7.970,+3.644,+3
vgg11_bn.tv_in1k,224,77.951,22.049,93.232,6.768,132.87,0.875,bilinear,+7.567,+3.424,0
xcit_nano_12_p16_224.fb_in1k,224,77.906,22.094,93.435,6.565,3.05,1.000,bicubic,+7.924,+3.653,+2
regnety_002.pycls_in1k,224,77.415,22.585,92.909,7.090,3.16,0.875,bicubic,+7.121,+3.375,-1
mixer_l16_224.goog_in21k_ft_in1k,224,77.319,22.681,90.542,9.458,208.20,0.875,bicubic,+5.229,+2.892,-20
resnet18.tv_in1k,224,77.291,22.709,92.760,7.240,11.69,0.875,bilinear,+7.540,+3.680,+1
vgg13.tv_in1k,224,77.234,22.766,92.704,7.295,133.05,0.875,bilinear,+7.294,+3.448,-1
mobilevit_xxs.cvnets_in1k,256,76.604,23.396,92.675,7.325,1.27,0.900,bicubic,+7.676,+3.735,+2
resnet18.a3_in1k,224,76.442,23.558,92.228,7.772,11.69,0.950,bicubic,+8.196,+4.070,+6
efficientvit_m1.r224_in1k,224,76.405,23.595,92.551,7.449,2.98,0.875,bicubic,+8.053,+3.867,+3
vgg11.tv_in1k,224,76.395,23.605,92.160,7.840,132.86,0.875,bilinear,+7.347,+3.528,-3
repghostnet_058.in1k,224,76.262,23.738,92.064,7.936,2.55,0.875,bicubic,+7.328,+3.678,-3
resnet10t.c3_in1k,224,76.164,23.836,92.207,7.793,5.44,0.950,bicubic,+7.818,+4.185,+1
regnetx_002.pycls_in1k,224,76.124,23.876,92.196,7.804,2.68,0.875,bicubic,+7.364,+3.632,-2
lcnet_075.ra2_in1k,224,76.053,23.947,92.083,7.917,2.36,0.875,bicubic,+7.269,+3.695,-4
dla60x_c.in1k,224,75.671,24.329,92.164,7.836,1.32,0.875,bilinear,+7.743,+3.738,+1
mobilenetv3_small_100.lamb_in1k,224,74.879,25.121,91.483,8.517,2.54,0.875,bicubic,+7.241,+3.833,+1
tf_mobilenetv3_small_100.in1k,224,74.729,25.271,91.268,8.732,2.54,0.875,bilinear,+6.797,+3.584,-2
resnet10t.c3_in1k,176,74.541,25.459,91.174,8.826,5.44,0.875,bicubic,+7.817,+4.200,+2
tinynet_d.in1k,152,74.272,25.727,90.924,9.076,2.34,0.875,bicubic,+7.306,+3.860,0
repghostnet_050.in1k,224,74.255,25.745,90.830,9.170,2.31,0.875,bicubic,+7.275,+3.890,-2
mnasnet_small.lamb_in1k,224,73.805,26.195,90.713,9.287,2.03,0.875,bicubic,+7.609,+4.241,0
dla46x_c.in1k,224,73.638,26.362,91.114,8.886,1.07,0.875,bilinear,+7.630,+4.168,0
resnet18.a3_in1k,160,73.626,26.374,90.618,9.382,11.69,0.950,bicubic,+7.962,+4.340,+2
mobilenetv2_050.lamb_in1k,224,73.440,26.560,90.330,9.670,1.97,0.875,bicubic,+7.510,+4.228,-1
tf_mobilenetv3_small_075.in1k,224,72.825,27.175,90.042,9.958,2.04,0.875,bilinear,+7.093,+3.900,-1
dla46_c.in1k,224,72.611,27.389,90.501,9.499,1.30,0.875,bilinear,+7.731,+4.171,+1
mobilenetv3_small_075.lamb_in1k,224,72.321,27.679,89.698,10.302,2.04,0.875,bicubic,+7.055,+4.232,-1
efficientvit_m0.r224_in1k,224,71.106,28.894,89.589,10.411,2.35,0.875,bicubic,+7.812,+4.439,0
lcnet_050.ra2_in1k,224,70.438,29.562,88.829,11.171,1.88,0.875,bicubic,+7.308,+4.429,0
tf_mobilenetv3_small_minimal_100.in1k,224,70.066,29.934,88.530,11.470,2.04,0.875,bilinear,+7.172,+4.246,0
tinynet_e.in1k,106,66.836,33.164,86.259,13.741,2.04,0.875,bicubic,+6.962,+4.489,0
mobilenetv3_small_050.lamb_in1k,224,64.705,35.295,84.835,15.165,1.59,0.875,bicubic,+6.781,+4.693,0
test_efficientnet.r160_in1k,160,52.858,47.142,76.826,23.174,0.36,0.875,bicubic,+6.434,+5.868,0
test_byobnet.r160_in1k,160,51.991,48.009,76.403,23.597,0.46,0.875,bicubic,+6.591,+5.793,0
test_vit.r160_in1k,160,46.762,53.238,72.658,27.342,0.37,0.875,bicubic,+5.930,+5.452,0