model,img_size,top1,top1_err,top5,top5_err,param_count,crop_pct,interpolation,top1_diff,top5_diff,rank_diff
vit_so400m_patch14_siglip_378.webli_ft_in1k,378,90.847,9.153,97.213,2.787,429.38,1.000,bicubic,-6.973,-2.547,+10
convnext_xxlarge.clip_laion2b_soup_ft_in1k,256,90.617,9.383,97.913,2.087,846.47,1.000,bicubic,-7.153,-1.897,+17
eva_giant_patch14_336.clip_ft_in1k,336,90.517,9.483,97.213,2.787,"1,013.01",1.000,bicubic,-7.343,-2.687,+4
eva02_large_patch14_448.mim_m38m_ft_in1k,448,90.477,9.523,97.277,2.723,305.08,1.000,bicubic,-7.343,-2.573,+6
eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,448,90.243,9.757,97.177,2.823,305.08,1.000,bicubic,-7.787,-2.713,-3
vit_so400m_patch14_siglip_gap_378.webli_ft_in1k,378,90.240,9.760,96.977,3.023,414.14,1.000,bicubic,-7.480,-2.793,+17
eva_giant_patch14_224.clip_ft_in1k,224,89.837,10.163,97.023,2.977,"1,012.56",0.900,bicubic,-7.743,-2.687,+29
eva_giant_patch14_336.m30m_ft_in22k_in1k,336,88.620,11.380,95.947,4.053,"1,013.01",1.000,bicubic,-9.400,-3.953,-5
eva_giant_patch14_560.m30m_ft_in22k_in1k,560,88.413,11.587,95.633,4.367,"1,014.45",1.000,bicubic,-9.577,-4.227,-5
regnety_1280.swag_ft_in1k,384,88.313,11.687,96.490,3.510,644.81,1.000,bicubic,-9.457,-3.320,+5
eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,448,87.833,12.167,95.503,4.497,305.08,1.000,bicubic,-10.327,-4.377,-10
eva02_large_patch14_448.mim_in22k_ft_in1k,448,87.530,12.470,95.757,4.243,305.08,1.000,bicubic,-10.330,-4.033,-4
regnety_1280.swag_lc_in1k,224,86.943,13.057,95.737,4.263,644.81,0.965,bicubic,-10.477,-3.993,+39
convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,384,84.573,15.427,94.407,5.593,200.13,1.000,bicubic,-12.817,-5.333,+42
vit_large_patch14_clip_336.openai_ft_in12k_in1k,336,83.963,16.037,93.907,6.093,304.53,1.000,bicubic,-13.657,-5.823,+16
vit_large_patch14_clip_336.laion2b_ft_in1k,336,83.650,16.350,93.487,6.513,304.53,1.000,bicubic,-13.590,-6.273,+72
eva_large_patch14_336.in22k_ft_in1k,336,83.523,16.477,93.153,6.847,304.53,1.000,bicubic,-14.297,-6.677,-8
vit_huge_patch14_clip_224.laion2b_ft_in1k,224,83.273,16.727,93.123,6.877,632.05,1.000,bicubic,-13.837,-6.577,+98
vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,336,83.070,16.930,92.860,7.140,632.46,1.000,bicubic,-14.550,-6.900,+11
vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,224,82.963,17.037,92.657,7.343,632.05,1.000,bicubic,-14.377,-7.103,+45
beit3_large_patch16_224.in22k_ft_in1k,224,82.740,17.260,92.880,7.120,304.57,1.000,bicubic,-14.710,-6.840,+26
vit_large_patch14_clip_224.openai_ft_in1k,224,82.397,17.603,92.967,7.033,304.20,1.000,bicubic,-15.053,-6.783,+26
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,384,82.280,17.720,92.437,7.563,200.13,1.000,bicubic,-15.190,-7.323,+20
vit_large_patch14_clip_224.laion2b_ft_in1k,224,81.697,18.303,92.240,7.760,304.20,1.000,bicubic,-15.333,-7.440,+109
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,320,81.467,18.533,92.057,7.943,200.13,1.000,bicubic,-15.823,-7.683,+52
regnety_320.swag_lc_in1k,224,81.460,18.540,93.313,6.687,145.05,0.965,bicubic,-15.370,-6.417,+152
eva_large_patch14_196.in22k_ft_in1k,196,81.300,18.700,91.537,8.463,304.14,1.000,bicubic,-16.230,-8.253,+13
regnety_320.swag_ft_in1k,384,81.290,18.710,92.727,7.273,145.05,1.000,bicubic,-16.100,-6.963,+26
beit3_large_patch16_224.indomain_in22k_ft_in1k,224,81.220,18.780,91.577,8.423,304.57,1.000,bicubic,-16.170,-8.183,+28
convnext_large_mlp.clip_laion2b_augreg_ft_in1k,256,80.990,19.010,91.943,8.057,200.13,1.000,bicubic,-16.140,-7.697,+84
eva_large_patch14_336.in22k_ft_in22k_in1k,336,80.093,19.907,89.333,10.667,304.53,1.000,bicubic,-17.807,-10.547,-26
resnext101_32x32d.fb_wsl_ig1b_ft_in1k,224,79.517,20.483,89.240,10.760,468.53,0.875,bilinear,-17.273,-10.470,+159
resnext101_32x16d.fb_wsl_ig1b_ft_in1k,224,78.897,21.103,88.460,11.540,194.03,0.875,bilinear,-17.583,-10.930,+241
vit_large_patch14_clip_224.openai_ft_in12k_in1k,224,78.727,21.273,89.000,11.000,304.20,1.000,bicubic,-18.913,-10.730,-5
eva_large_patch14_196.in22k_ft_in22k_in1k,196,78.510,21.490,88.323,11.677,304.14,1.000,bicubic,-19.100,-11.487,-3
vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,336,78.503,21.497,88.540,11.460,304.53,1.000,bicubic,-18.957,-11.240,+9
vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,224,78.293,21.707,88.787,11.213,304.20,1.000,bicubic,-19.097,-10.943,+18
regnety_160.swag_lc_in1k,224,78.233,21.767,91.703,8.297,83.59,0.965,bicubic,-18.197,-7.737,+251
regnety_160.swag_ft_in1k,384,77.717,22.283,90.713,9.287,83.59,1.000,bicubic,-19.463,-9.037,+65
eva02_base_patch14_448.mim_in22k_ft_in1k,448,77.533,22.467,89.323,10.677,87.12,1.000,bicubic,-20.177,-10.437,-16
eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,448,77.423,22.577,88.423,11.577,87.12,1.000,bicubic,-20.177,-11.397,-8
tf_efficientnet_l2.ns_jft_in1k_475,475,76.350,23.650,88.517,11.483,480.31,0.936,bicubic,-21.420,-11.333,-22
beitv2_large_patch16_224.in1k_ft_in22k_in1k,224,76.310,23.690,87.050,12.950,304.43,0.950,bicubic,-21.450,-12.770,-21
resnext101_32x16d.fb_swsl_ig1b_ft_in1k,224,76.217,23.783,87.730,12.270,194.03,0.875,bilinear,-20.043,-11.670,+297
convnextv2_huge.fcmae_ft_in22k_in1k_384,384,75.970,24.030,86.617,13.383,660.29,1.000,bicubic,-21.890,-13.153,-39
resnext101_32x8d.fb_wsl_ig1b_ft_in1k,224,75.883,24.117,86.240,13.760,88.79,0.875,bilinear,-20.067,-13.160,+407
convnextv2_huge.fcmae_ft_in22k_in1k_512,512,75.840,24.160,86.933,13.067,660.29,1.000,bicubic,-21.970,-12.857,-35
resnext101_32x8d.fb_swsl_ig1b_ft_in1k,224,75.573,24.427,87.047,12.953,88.79,0.875,bilinear,-20.697,-12.443,+289
convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,384,75.203,24.797,88.480,11.520,88.59,1.000,bicubic,-21.857,-11.190,+77
convnext_base.clip_laiona_augreg_ft_in1k_384,384,75.163,24.837,88.520,11.480,88.59,1.000,bicubic,-21.697,-11.070,+121
tf_efficientnet_l2.ns_jft_in1k,800,74.590,25.410,87.483,12.517,480.31,0.960,bicubic,-23.180,-12.407,-37
convnext_base.clip_laion2b_augreg_ft_in12k_in1k,256,73.703,26.297,87.303,12.697,88.59,1.000,bicubic,-23.097,-12.337,+133
convnext_base.clip_laion2b_augreg_ft_in1k,256,73.447,26.553,87.200,12.800,88.59,1.000,bicubic,-23.133,-12.440,+186
beit_large_patch16_384.in22k_ft_in22k_in1k,384,73.187,26.813,84.807,15.193,305.00,1.000,bicubic,-24.623,-15.053,-41
beit_large_patch16_512.in22k_ft_in22k_in1k,512,73.047,26.953,84.937,15.063,305.67,1.000,bicubic,-24.723,-14.923,-37
resnext101_32x4d.fb_swsl_ig1b_ft_in1k,224,72.703,27.297,85.193,14.807,44.18,0.875,bilinear,-23.377,-14.327,+342
maxvit_xlarge_tf_512.in21k_ft_in1k,512,71.903,28.097,83.030,16.970,475.77,1.000,bicubic,-25.857,-16.760,-36
maxvit_xlarge_tf_384.in21k_ft_in1k,384,71.777,28.223,82.813,17.187,475.32,1.000,bicubic,-25.993,-16.997,-41
vit_so150m2_patch16_reg1_gap_448.sbb_e200_in12k_ft_in1k,448,71.170,28.830,83.153,16.847,136.50,1.000,bicubic,-26.380,-16.627,-21
beit_large_patch16_224.in22k_ft_in22k_in1k,224,71.027,28.973,83.347,16.653,304.43,0.900,bicubic,-26.473,-16.333,-19
deit3_huge_patch14_224.fb_in22k_ft_in1k,224,70.843,29.157,82.207,17.793,632.13,1.000,bicubic,-26.407,-17.513,+23
vit_so150m2_patch16_reg1_gap_384.sbb_e200_in12k_ft_in1k,384,70.830,29.170,82.657,17.343,136.33,1.000,bicubic,-26.720,-17.093,-23
deit3_large_patch16_384.fb_in22k_ft_in1k,384,70.620,29.380,82.403,17.597,304.76,1.000,bicubic,-26.960,-17.307,-28
vit_base_patch16_clip_384.laion2b_ft_in1k,384,70.597,29.403,83.703,16.297,86.86,1.000,bicubic,-26.323,-15.967,+92
beitv2_large_patch16_224.in1k_ft_in1k,224,70.440,29.560,83.413,16.587,304.43,0.950,bicubic,-26.850,-16.327,+11
caformer_b36.sail_in22k_ft_in1k_384,384,70.433,29.567,82.413,17.587,98.75,1.000,bicubic,-27.217,-17.447,-40
maxvit_base_tf_512.in21k_ft_in1k,512,70.433,29.567,81.620,18.380,119.88,1.000,bicubic,-27.337,-18.230,-50
maxvit_large_tf_512.in21k_ft_in1k,512,70.357,29.643,81.660,18.340,212.33,1.000,bicubic,-27.303,-18.070,-42
maxvit_large_tf_384.in21k_ft_in1k,384,70.007,29.993,80.997,19.003,212.03,1.000,bicubic,-27.663,-18.823,-44
deit3_large_patch16_224.fb_in22k_ft_in1k,224,69.727,30.273,81.200,18.800,304.37,1.000,bicubic,-27.593,-18.400,0
maxvit_base_tf_384.in21k_ft_in1k,384,69.597,30.403,80.717,19.283,119.65,1.000,bicubic,-27.963,-19.043,-34
resnext50_32x4d.fb_swsl_ig1b_ft_in1k,224,69.107,30.893,82.930,17.070,25.03,0.875,bilinear,-26.553,-16.350,+482
maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,384,68.967,31.033,79.877,20.123,116.14,1.000,bicubic,-28.353,-19.803,-4
vit_so150m2_patch16_reg1_gap_256.sbb_e200_in12k_ft_in1k,256,68.920,31.080,81.023,18.977,136.06,1.000,bicubic,-28.330,-18.737,+9
vit_base_patch16_clip_224.laion2b_ft_in1k,224,68.703,31.297,82.397,17.603,86.57,1.000,bicubic,-27.627,-17.083,+247
convnextv2_large.fcmae_ft_in22k_in1k_384,384,68.530,31.470,80.987,19.013,197.96,1.000,bicubic,-29.120,-18.813,-48
resnet50.fb_swsl_ig1b_ft_in1k,224,68.380,31.620,83.387,16.613,25.56,0.875,bilinear,-26.870,-15.923,+600
caformer_b36.sail_in22k_ft_in1k,224,68.327,31.673,80.650,19.350,98.75,1.000,bicubic,-29.053,-19.180,-20
hgnetv2_b6.ssld_stage1_in22k_in1k,224,68.070,31.930,81.840,18.160,75.26,0.965,bicubic,-28.960,-17.770,+55
maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,384,68.010,31.990,80.620,19.380,116.09,1.000,bicubic,-29.460,-19.140,-36
vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k,384,67.980,32.020,79.923,20.077,134.42,1.000,bicubic,-29.450,-19.857,-31
convnext_xlarge.fb_in22k_ft_in1k_384,384,67.780,32.220,80.127,19.873,350.20,1.000,bicubic,-29.800,-19.653,-48
hgnetv2_b6.ssld_stage2_ft_in1k,224,67.727,32.273,81.730,18.270,75.26,0.965,bicubic,-29.143,-17.780,+85
hgnetv2_b5.ssld_stage2_ft_in1k,224,67.587,32.413,81.003,18.997,39.57,0.965,bicubic,-28.953,-18.657,+168
swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,384,67.527,32.473,80.147,19.853,196.74,1.000,bicubic,-29.773,-19.623,-11
vit_base_patch16_clip_384.openai_ft_in1k,384,67.263,32.737,81.787,18.213,86.86,1.000,bicubic,-29.557,-17.843,+94
hgnetv2_b5.ssld_stage1_in22k_in1k,224,67.210,32.790,80.533,19.467,39.57,0.965,bicubic,-29.320,-19.087,+167
vit_large_patch16_384.augreg_in21k_ft_in1k,384,67.123,32.877,78.720,21.280,304.72,1.000,bicubic,-30.307,-21.040,-39
tf_efficientnet_b7.ns_jft_in1k,600,67.023,32.977,81.087,18.913,66.35,0.949,bicubic,-30.177,-18.613,+12
convnextv2_base.fcmae_ft_in22k_in1k_384,384,67.003,32.997,79.720,20.280,88.72,1.000,bicubic,-30.367,-19.990,-31
mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k,384,66.997,33.003,80.237,19.763,101.66,1.000,bicubic,-30.433,-19.543,-40
coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,384,66.517,33.483,78.273,21.727,73.88,1.000,bicubic,-30.843,-21.507,-30
convnext_large.fb_in22k_ft_in1k_384,384,66.510,33.490,79.427,20.573,197.77,1.000,bicubic,-30.820,-20.333,-25
beit3_base_patch16_224.in22k_ft_in1k,224,66.493,33.507,80.937,19.063,86.66,1.000,bicubic,-29.987,-18.663,+178
convformer_b36.sail_in22k_ft_in1k_384,384,66.463,33.537,78.993,21.007,99.88,1.000,bicubic,-30.987,-20.697,-49
maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,224,66.340,33.660,77.857,22.143,116.14,0.950,bicubic,-30.750,-21.753,+22
vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k,256,66.327,33.673,78.963,21.037,134.13,0.950,bicubic,-30.693,-20.747,+42
hgnetv2_b6.ssld_stage2_ft_in1k,288,66.313,33.687,80.460,19.540,75.26,1.000,bicubic,-30.787,-19.280,+19
hgnetv2_b6.ssld_stage1_in22k_in1k,288,66.253,33.747,80.503,19.497,75.26,1.000,bicubic,-30.827,-19.207,+21
convnextv2_large.fcmae_ft_in22k_in1k,224,66.023,33.977,78.963,21.037,197.96,0.875,bicubic,-31.247,-20.747,-21
swin_large_patch4_window12_384.ms_in22k_ft_in1k,384,65.960,34.040,79.243,20.757,196.74,1.000,bicubic,-31.220,-20.537,+6
vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,384,65.927,34.073,78.683,21.317,86.86,1.000,bicubic,-31.303,-21.077,-10
vit_base_patch16_clip_224.openai_ft_in1k,224,65.883,34.117,80.870,19.130,86.57,0.900,bicubic,-30.477,-18.700,+207
beitv2_base_patch16_224.in1k_ft_in22k_in1k,224,65.747,34.253,78.837,21.163,86.53,0.900,bicubic,-31.213,-20.803,+41
beit3_base_patch16_224.indomain_in22k_ft_in1k,224,65.570,34.430,79.977,20.023,86.66,1.000,bicubic,-31.130,-19.593,+104
swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,384,65.523,34.477,78.863,21.137,87.92,1.000,bicubic,-31.737,-20.937,-25
swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,256,65.507,34.493,78.440,21.560,196.74,0.900,bicubic,-31.713,-21.270,-11
tf_efficientnet_b6.ns_jft_in1k,528,65.463,34.537,79.460,20.540,43.04,0.942,bicubic,-31.557,-20.210,+28
caformer_m36.sail_in22k_ft_in1k_384,384,65.340,34.660,78.410,21.590,56.20,1.000,bicubic,-32.020,-21.320,-49
mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,224,65.307,34.693,78.533,21.467,101.66,1.000,bicubic,-31.913,-21.147,-13
convformer_b36.sail_in22k_ft_in1k,224,65.273,34.727,77.950,22.050,99.88,1.000,bicubic,-31.957,-21.750,-21
vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,65.247,34.753,78.410,21.590,64.27,1.000,bicubic,-32.163,-21.360,-59
vit_base_patch16_clip_384.openai_ft_in12k_in1k,384,65.220,34.780,78.883,21.117,86.86,0.950,bicubic,-31.910,-20.837,+2
convnext_xlarge.fb_in22k_ft_in1k,224,65.073,34.927,77.690,22.310,350.20,0.875,bicubic,-32.187,-22.050,-32
hiera_huge_224.mae_in1k_ft_in1k,224,64.967,35.033,77.690,22.310,672.78,0.900,bicubic,-32.243,-22.070,-15
nextvit_large.bd_ssld_6m_in1k_384,384,64.827,35.173,79.210,20.790,57.87,1.000,bicubic,-32.353,-20.480,-10
mambaout_base_plus_rw.sw_e150_in12k_ft_in1k,288,64.800,35.200,78.583,21.417,101.66,1.000,bicubic,-32.430,-21.167,-26
convnext_xlarge.fb_in22k_ft_in1k,288,64.760,35.240,77.847,22.153,350.20,1.000,bicubic,-32.720,-21.973,-76
convnext_base.fb_in22k_ft_in1k_384,384,64.743,35.257,78.177,21.823,88.59,1.000,bicubic,-32.497,-21.503,-33
vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,224,64.733,35.267,77.697,22.303,86.57,0.950,bicubic,-31.897,-21.863,+104
convnextv2_large.fcmae_ft_in22k_in1k,288,64.663,35.337,78.173,21.827,197.96,1.000,bicubic,-32.677,-21.627,-55
convnextv2_base.fcmae_ft_in22k_in1k,224,64.610,35.390,78.253,21.747,88.72,0.875,bicubic,-32.550,-21.407,-13
hgnetv2_b5.ssld_stage2_ft_in1k,288,64.570,35.430,79.017,20.983,39.57,1.000,bicubic,-32.170,-20.693,+75
vit_large_patch16_224.augreg_in21k_ft_in1k,224,64.367,35.633,76.273,23.727,304.33,0.900,bicubic,-32.353,-23.367,+82
hgnetv2_b5.ssld_stage1_in22k_in1k,288,64.263,35.737,78.343,21.657,39.57,1.000,bicubic,-32.347,-21.237,+103
vit_large_r50_s32_384.augreg_in21k_ft_in1k,384,64.167,35.833,75.917,24.083,329.09,1.000,bicubic,-32.793,-23.803,+20
maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,224,63.947,36.053,77.453,22.547,116.09,0.950,bicubic,-33.133,-22.227,-6
hgnet_base.ssld_in1k,224,63.943,36.057,76.790,23.210,71.58,0.965,bicubic,-32.707,-22.770,+92
convnext_large.fb_in22k_ft_in1k,288,63.940,36.060,77.323,22.677,197.77,1.000,bicubic,-33.300,-22.397,-42
convnext_large.fb_in22k_ft_in1k,224,63.843,36.157,77.267,22.733,197.77,0.875,bicubic,-33.387,-22.393,-37
swin_large_patch4_window7_224.ms_in22k_ft_in1k,224,63.733,36.267,78.060,21.940,196.53,0.900,bicubic,-33.217,-21.570,+17
nextvit_base.bd_ssld_6m_in1k_384,384,63.600,36.400,78.487,21.513,44.82,1.000,bicubic,-33.620,-21.243,-37
seresnextaa201d_32x8d.sw_in12k_ft_in1k_384,384,63.560,36.440,76.537,23.463,149.39,1.000,bicubic,-33.800,-23.143,-72
hrnet_w48_ssld.paddle_in1k,224,63.483,36.517,76.577,23.423,77.47,0.950,bilinear,-32.737,-22.913,+221
beit_base_patch16_384.in22k_ft_in22k_in1k,384,63.410,36.590,77.843,22.157,86.74,1.000,bicubic,-33.940,-21.867,-71
caformer_m36.sail_in22k_ft_in1k,224,63.367,36.633,76.737,23.263,56.20,1.000,bicubic,-33.663,-22.993,-5
vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,63.290,36.710,76.797,23.203,64.11,0.950,bicubic,-33.860,-22.813,-27
convnextv2_base.fcmae_ft_in22k_in1k,288,63.167,36.833,77.073,22.927,88.72,1.000,bicubic,-34.043,-22.557,-40
convnextv2_huge.fcmae_ft_in1k,224,63.083,36.917,76.243,23.757,660.29,0.875,bicubic,-33.857,-23.407,+14
caformer_s36.sail_in22k_ft_in1k_384,384,63.047,36.953,77.223,22.777,39.30,1.000,bicubic,-34.233,-22.497,-62
swin_base_patch4_window12_384.ms_in22k_ft_in1k,384,63.023,36.977,77.733,22.267,87.90,1.000,bicubic,-34.047,-22.037,-19
swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,256,63.020,36.980,76.777,23.223,87.92,0.900,bicubic,-34.040,-22.813,-15
vit_base_patch16_clip_224.openai_ft_in12k_in1k,224,63.007,36.993,76.697,23.303,86.57,0.950,bicubic,-33.523,-22.843,+114
tf_efficientnet_b5.ns_jft_in1k,456,62.883,37.117,77.710,22.290,30.39,0.934,bicubic,-34.017,-21.750,+15
deit3_base_patch16_384.fb_in22k_ft_in1k,384,62.677,37.323,75.603,24.397,86.88,1.000,bicubic,-34.563,-24.117,-56
tf_efficientnetv2_l.in21k_ft_in1k,480,62.413,37.587,76.730,23.270,118.52,1.000,bicubic,-34.907,-22.990,-75
vit_base_patch8_224.augreg2_in21k_ft_in1k,224,62.410,37.590,76.613,23.387,86.58,0.900,bicubic,-34.530,-23.027,+5
tf_efficientnetv2_l.in21k_ft_in1k,384,62.393,37.607,76.607,23.393,118.52,1.000,bicubic,-34.467,-23.083,+24
coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,224,62.350,37.650,75.000,25.000,73.88,0.950,bicubic,-34.840,-24.640,-47
convnext_base.fb_in22k_ft_in1k,288,62.243,37.757,76.177,23.823,88.59,1.000,bicubic,-34.977,-23.583,-56
vit_base_patch8_224.augreg_in21k_ft_in1k,224,62.233,37.767,75.677,24.323,86.58,0.900,bicubic,-34.857,-23.933,-32
tf_efficientnetv2_xl.in21k_ft_in1k,384,62.193,37.807,75.413,24.587,208.12,1.000,bicubic,-34.707,-24.227,+8
hgnet_base.ssld_in1k,288,62.140,37.860,75.250,24.750,71.58,1.000,bicubic,-34.660,-24.360,+33
tf_efficientnetv2_xl.in21k_ft_in1k,512,62.127,37.873,75.607,24.393,208.12,1.000,bicubic,-35.193,-24.033,-82
hrnet_w48_ssld.paddle_in1k,288,62.037,37.963,75.273,24.727,77.47,1.000,bilinear,-34.523,-24.367,+91
nextvit_large.bd_ssld_6m_in1k,224,61.927,38.073,76.807,23.193,57.87,0.950,bicubic,-34.983,-22.833,+2
deit3_base_patch16_224.fb_in22k_ft_in1k,224,61.917,38.083,74.717,25.283,86.59,1.000,bicubic,-34.973,-24.993,+7
convnext_base.fb_in22k_ft_in1k,224,61.783,38.217,75.820,24.180,88.59,0.875,bicubic,-35.067,-23.950,+17
convformer_m36.sail_in22k_ft_in1k_384,384,61.773,38.227,75.250,24.750,57.05,1.000,bicubic,-35.587,-24.460,-96
beitv2_base_patch16_224.in1k_ft_in1k,224,61.487,38.513,76.000,24.000,86.53,0.900,bicubic,-35.293,-23.550,+34
vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,61.473,38.527,74.573,25.427,64.11,0.950,bicubic,-35.327,-25.107,+26
convnextv2_huge.fcmae_ft_in1k,288,61.260,38.740,74.420,25.580,660.29,1.000,bicubic,-36.010,-25.300,-82
vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k,384,61.243,38.757,74.673,25.327,60.60,1.000,bicubic,-35.967,-25.047,-64
coatnet_2_rw_224.sw_in12k_ft_in1k,224,61.200,38.800,73.927,26.073,73.87,0.950,bicubic,-35.800,-25.713,-23
tf_efficientnet_b4.ns_jft_in1k,380,61.107,38.893,76.063,23.937,19.34,0.922,bicubic,-35.603,-23.577,+42
maxvit_base_tf_512.in1k,512,61.027,38.973,73.977,26.023,119.88,1.000,bicubic,-36.163,-25.673,-63
convformer_m36.sail_in22k_ft_in1k,224,60.910,39.090,74.460,25.540,57.05,1.000,bicubic,-36.160,-25.170,-42
nextvit_base.bd_ssld_6m_in1k,224,60.790,39.210,76.340,23.660,44.82,0.950,bicubic,-36.090,-23.320,-3
caformer_s36.sail_in22k_ft_in1k,224,60.690,39.310,75.063,24.937,39.30,1.000,bicubic,-36.150,-24.667,+8
nextvit_small.bd_ssld_6m_in1k_384,384,60.393,39.607,75.703,24.297,31.76,1.000,bicubic,-36.677,-24.057,-46
vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,384,60.303,39.697,73.733,26.267,88.30,1.000,bicubic,-36.307,-25.967,+61
hiera_large_224.mae_in1k_ft_in1k,224,60.290,39.710,73.187,26.813,213.74,0.900,bicubic,-36.460,-26.223,+24
tf_efficientnetv2_m.in21k_ft_in1k,480,60.263,39.737,75.107,24.893,54.14,1.000,bicubic,-36.757,-24.563,-33
tf_efficientnetv2_m.in21k_ft_in1k,384,60.200,39.800,75.003,24.997,54.14,1.000,bicubic,-36.320,-24.467,+86
vit_base_patch16_384.augreg_in21k_ft_in1k,384,60.187,39.813,73.847,26.153,86.86,1.000,bicubic,-36.833,-25.863,-38
beit_base_patch16_224.in22k_ft_in22k_in1k,224,60.163,39.837,75.380,24.620,86.53,0.900,bicubic,-36.497,-24.280,+43
vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,448,60.120,39.880,73.317,26.683,88.34,1.000,bicubic,-36.450,-26.363,+67
hgnet_small.ssld_in1k,224,60.010,39.990,75.160,24.840,24.36,0.965,bicubic,-36.150,-24.160,+191
convnext_small.fb_in22k_ft_in1k_384,384,59.927,40.073,74.267,25.733,50.22,1.000,bicubic,-37.213,-25.313,-67
maxvit_large_tf_512.in1k,512,59.880,40.120,72.797,27.203,212.33,1.000,bicubic,-37.180,-26.893,-52
convformer_s36.sail_in22k_ft_in1k_384,384,59.867,40.133,73.857,26.143,40.01,1.000,bicubic,-37.183,-25.853,-52
tiny_vit_21m_512.dist_in22k_ft_in1k,512,59.560,40.440,74.657,25.343,21.27,1.000,bicubic,-37.330,-24.963,-21
hgnetv2_b4.ssld_stage2_ft_in1k,224,59.517,40.483,74.907,25.093,19.80,0.965,bicubic,-36.583,-24.613,+206
convnextv2_large.fcmae_ft_in1k,224,59.460,40.540,74.023,25.977,197.96,0.875,bicubic,-37.390,-25.657,-10
swin_base_patch4_window7_224.ms_in22k_ft_in1k,224,59.313,40.687,73.927,26.073,87.77,0.900,bicubic,-37.357,-25.733,+33
vit_base_patch16_224.augreg2_in21k_ft_in1k,224,59.223,40.777,73.677,26.323,86.57,0.900,bicubic,-37.277,-25.913,+80
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,288,59.180,40.820,72.970,27.030,93.59,0.950,bicubic,-38.150,-26.780,-120
maxvit_base_tf_384.in1k,384,59.167,40.833,71.707,28.293,119.65,1.000,bicubic,-37.973,-27.933,-75
vit_base_patch32_clip_224.laion2b_ft_in1k,224,59.010,40.990,73.870,26.130,88.22,0.900,bicubic,-35.770,-25.260,+634
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,320,58.967,41.033,72.713,27.287,93.59,1.000,bicubic,-38.343,-27.067,-117
vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k,256,58.960,41.040,72.720,27.280,60.40,0.950,bicubic,-37.640,-26.860,+42
tiny_vit_21m_384.dist_in22k_ft_in1k,384,58.933,41.067,73.963,26.037,21.23,1.000,bicubic,-38.017,-25.697,-42
convformer_s36.sail_in22k_ft_in1k,224,58.887,41.113,72.843,27.157,40.01,1.000,bicubic,-37.663,-26.757,+55
volo_d5_512.sail_in1k,512,58.773,41.227,73.127,26.873,296.09,1.150,bicubic,-38.527,-26.653,-119
volo_d5_448.sail_in1k,448,58.693,41.307,72.987,27.013,295.91,1.150,bicubic,-38.547,-26.733,-110
vit_large_r50_s32_224.augreg_in21k_ft_in1k,224,58.693,41.307,71.860,28.140,328.99,0.900,bicubic,-37.527,-27.530,+158
convnext_small.in12k_ft_in1k_384,384,58.637,41.363,72.643,27.357,50.22,1.000,bicubic,-38.353,-27.017,-55
nextvit_small.bd_ssld_6m_in1k,224,58.587,41.413,74.227,25.773,31.76,0.950,bicubic,-38.023,-25.403,+32
vit_base_patch32_clip_384.openai_ft_in12k_in1k,384,58.560,41.440,73.267,26.733,88.30,0.950,bicubic,-37.840,-26.263,+101
eva02_small_patch14_336.mim_in22k_ft_in1k,336,58.443,41.557,73.027,26.973,22.13,1.000,bicubic,-38.247,-26.573,+11
maxvit_large_tf_384.in1k,384,58.417,41.583,71.113,28.887,212.03,1.000,bicubic,-38.533,-28.447,-50
efficientvit_l3.r384_in1k,384,58.343,41.657,72.703,27.297,246.04,1.000,bicubic,-38.397,-26.897,0
deit3_large_patch16_384.fb_in1k,384,58.323,41.677,72.953,27.047,304.76,1.000,bicubic,-38.547,-26.697,-34
vit_large_patch16_rope_mixed_224.naver_in1k,224,58.283,41.717,71.973,28.027,304.20,0.900,bicubic,-37.877,-27.507,+169
hgnet_small.ssld_in1k,288,58.230,41.770,73.753,26.247,24.36,1.000,bicubic,-38.170,-25.707,+92
vit_large_patch16_rope_224.naver_in1k,224,58.213,41.787,71.950,28.050,304.17,0.900,bicubic,-38.177,-27.490,+96
vit_large_patch16_rope_mixed_ape_224.naver_in1k,224,58.167,41.833,72.237,27.763,304.40,0.900,bicubic,-38.093,-27.363,+137
deit3_huge_patch14_224.fb_in1k,224,58.110,41.890,72.063,27.937,632.13,0.900,bicubic,-38.480,-27.627,+29
convnextv2_large.fcmae_ft_in1k,288,58.063,41.937,72.560,27.440,197.96,1.000,bicubic,-38.787,-27.100,-36
seresnextaa101d_32x8d.sw_in12k_ft_in1k,224,57.970,42.030,71.617,28.383,93.59,0.875,bicubic,-38.990,-28.103,-63
tf_efficientnet_b8.ap_in1k,672,57.873,42.127,72.937,27.063,87.41,0.954,bicubic,-38.687,-26.613,+36
rdnet_large.nv_in1k_ft_in1k_384,384,57.853,42.147,71.733,28.267,186.27,1.000,bicubic,-39.177,-27.937,-80
vit_large_patch16_rope_ape_224.naver_in1k,224,57.820,42.180,72.120,27.880,304.37,0.900,bicubic,-38.340,-27.120,+159
seresnextaa101d_32x8d.sw_in12k_ft_in1k,288,57.677,42.323,71.377,28.623,93.59,1.000,bicubic,-39.503,-28.383,-109
convnext_small.fb_in22k_ft_in1k,288,57.603,42.397,72.497,27.503,50.22,1.000,bicubic,-39.267,-27.153,-45
efficientvit_l3.r320_in1k,320,57.597,42.403,71.557,28.443,246.04,1.000,bicubic,-39.153,-28.033,-19
hgnetv2_b4.ssld_stage1_in22k_in1k,224,57.550,42.450,72.913,27.087,19.80,0.965,bicubic,-38.470,-26.527,+211
efficientvit_l3.r224_in1k,224,57.530,42.470,71.363,28.637,246.04,1.000,bicubic,-38.960,-27.947,+52
vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,57.500,42.500,71.597,28.403,60.40,0.950,bicubic,-39.050,-27.963,+32
mvitv2_large.fb_in1k,224,57.497,42.503,70.760,29.240,217.99,0.900,bicubic,-38.933,-29.000,+71
cait_m48_448.fb_dist_in1k,448,57.433,42.567,71.787,28.213,356.46,1.000,bicubic,-39.457,-27.893,-58
cait_m36_384.fb_dist_in1k,384,57.417,42.583,72.313,27.687,271.22,1.000,bicubic,-39.403,-27.347,-43
tf_efficientnet_b3.ns_jft_in1k,300,57.400,42.600,72.427,27.573,12.23,0.904,bicubic,-38.700,-27.043,+168
hgnetv2_b3.ssld_stage2_ft_in1k,224,57.390,42.610,73.290,26.710,16.29,0.965,bicubic,-38.400,-26.100,+286
hgnetv2_b4.ssld_stage2_ft_in1k,288,57.340,42.660,72.960,27.040,19.80,1.000,bicubic,-38.960,-26.600,+106
convnext_small.fb_in22k_ft_in1k,224,57.303,42.697,72.497,27.503,50.22,0.875,bicubic,-39.207,-26.993,+37
volo_d4_448.sail_in1k,448,57.277,42.723,71.423,28.577,193.41,1.150,bicubic,-39.793,-28.287,-104
tiny_vit_21m_224.dist_in22k_ft_in1k,224,57.160,42.840,72.553,27.447,21.20,0.950,bicubic,-39.240,-26.947,+71
vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,224,57.037,42.963,71.337,28.663,88.22,0.900,bicubic,-38.203,-27.913,+453
efficientvit_l3.r256_in1k,256,57.003,42.997,70.747,29.253,246.04,1.000,bicubic,-39.637,-28.543,-8
hgnetv2_b3.ssld_stage1_in22k_in1k,224,56.967,43.033,72.927,27.073,16.29,0.965,bicubic,-38.783,-26.513,+296
maxvit_small_tf_512.in1k,512,56.947,43.053,70.953,29.047,69.13,1.000,bicubic,-40.233,-28.667,-124
vit_base_patch16_224.augreg_in21k_ft_in1k,224,56.860,43.140,70.680,29.320,86.57,0.900,bicubic,-39.440,-28.810,+100
convnext_small.in12k_ft_in1k,224,56.750,43.250,71.060,28.940,50.22,0.950,bicubic,-39.820,-28.450,+8
deit3_medium_patch16_224.fb_in22k_ft_in1k,224,56.687,43.313,69.760,30.240,38.85,1.000,bicubic,-39.473,-29.720,+135
efficientvit_l2.r288_in1k,288,56.543,43.457,70.110,29.890,63.71,1.000,bicubic,-40.137,-29.530,-19
deit3_large_patch16_224.fb_in1k,224,56.483,43.517,70.463,29.537,304.37,0.900,bicubic,-39.737,-28.967,+122
rdnet_large.nv_in1k,224,56.393,43.607,70.000,30.000,186.27,0.900,bicubic,-39.987,-29.470,+67
volo_d5_224.sail_in1k,224,56.383,43.617,70.687,29.313,295.46,0.960,bicubic,-40.527,-28.973,-82
xcit_large_24_p8_384.fb_dist_in1k,384,56.373,43.627,71.247,28.753,188.93,1.000,bicubic,-40.417,-28.283,-50
hgnet_tiny.ssld_in1k,224,56.340,43.660,71.980,28.020,14.74,0.965,bicubic,-39.030,-27.410,+399
flexivit_large.1200ep_in1k,240,56.260,43.740,71.593,28.407,304.36,0.950,bicubic,-40.540,-28.087,-54
dm_nfnet_f5.dm_in1k,416,56.257,43.743,70.100,29.900,377.21,0.954,bicubic,-40.553,-29.600,-59
convnextv2_tiny.fcmae_ft_in22k_in1k_384,384,56.070,43.930,71.793,28.207,28.64,1.000,bicubic,-40.560,-27.687,-21
flexivit_large.600ep_in1k,240,56.060,43.940,71.213,28.787,304.36,0.950,bicubic,-40.680,-28.407,-44
xcit_large_24_p8_224.fb_dist_in1k,224,55.997,44.003,70.687,29.313,188.93,1.000,bicubic,-40.633,-28.903,-21
vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k,256,55.963,44.037,70.347,29.653,38.88,0.950,bicubic,-40.527,-29.203,+22
dm_nfnet_f6.dm_in1k,448,55.907,44.093,69.860,30.140,438.36,0.956,bicubic,-41.023,-29.860,-94
caformer_s18.sail_in22k_ft_in1k_384,384,55.867,44.133,71.277,28.723,26.34,1.000,bicubic,-40.653,-28.313,+9
vit_base_patch32_clip_224.openai_ft_in1k,224,55.847,44.153,72.203,27.797,88.22,0.900,bicubic,-38.583,-26.857,+675
vit_medium_patch16_gap_384.sw_in12k_ft_in1k,384,55.727,44.273,70.997,29.003,39.03,0.950,bicubic,-40.773,-28.523,+13
efficientvit_l2.r384_in1k,384,55.720,44.280,69.903,30.097,63.71,1.000,bicubic,-40.970,-29.517,-38
flexivit_large.300ep_in1k,240,55.697,44.303,70.700,29.300,304.36,0.950,bicubic,-40.993,-28.880,-40
regnety_160.sw_in12k_ft_in1k,224,55.660,44.340,69.997,30.003,83.59,0.950,bicubic,-40.930,-29.523,-19
convnext_small.in12k_ft_in1k,288,55.643,44.357,70.597,29.403,50.22,1.000,bicubic,-40.947,-28.983,-19
regnety_160.lion_in12k_ft_in1k,224,55.620,44.380,69.737,30.263,83.59,0.950,bicubic,-40.890,-29.953,+6
hiera_base_plus_224.mae_in1k_ft_in1k,224,55.570,44.430,68.973,31.027,69.90,0.900,bicubic,-40.800,-30.447,+52
hgnetv2_b4.ssld_stage1_in22k_in1k,288,55.380,44.620,71.047,28.953,19.80,1.000,bicubic,-40.880,-28.453,+82
hrnet_w18_ssld.paddle_in1k,224,55.287,44.713,69.797,30.203,21.30,0.950,bilinear,-39.863,-29.413,+453
hgnetv2_b3.ssld_stage2_ft_in1k,288,55.090,44.910,71.253,28.747,16.29,1.000,bicubic,-40.940,-28.147,+159
caformer_b36.sail_in1k_384,384,55.040,44.960,67.980,32.020,98.75,1.000,bicubic,-42.110,-31.700,-150
convformer_s18.sail_in22k_ft_in1k_384,384,54.987,45.013,70.000,30.000,26.77,1.000,bicubic,-41.803,-29.550,-73
caformer_m36.sail_in1k_384,384,54.947,45.053,68.367,31.633,56.20,1.000,bicubic,-42.073,-31.333,-128
xcit_large_24_p16_384.fb_dist_in1k,384,54.870,45.130,69.923,30.077,189.10,1.000,bicubic,-42.060,-29.587,-109
swin_small_patch4_window7_224.ms_in22k_ft_in1k,224,54.843,45.157,70.830,29.170,49.61,0.900,bicubic,-41.187,-28.690,+160
volo_d4_224.sail_in1k,224,54.710,45.290,68.827,31.173,192.96,0.960,bicubic,-42.070,-30.793,-74
dm_nfnet_f4.dm_in1k,384,54.693,45.307,68.940,31.060,316.07,0.951,bicubic,-42.047,-30.610,-68
maxvit_tiny_tf_512.in1k,512,54.647,45.353,68.887,31.113,31.05,1.000,bicubic,-42.323,-30.783,-124
deit3_small_patch16_384.fb_in22k_ft_in1k,384,54.590,45.410,68.377,31.623,22.21,1.000,bicubic,-42.090,-31.203,-54
efficientvit_l2.r224_in1k,224,54.580,45.420,67.947,32.053,63.71,1.000,bicubic,-41.680,-31.383,+75
hgnetv2_b2.ssld_stage1_in22k_in1k,224,54.577,45.423,70.590,29.410,11.22,0.965,bicubic,-40.453,-28.590,+484
hgnet_tiny.ssld_in1k,288,54.557,45.443,70.517,29.483,14.74,1.000,bicubic,-41.053,-28.853,+299
convnextv2_base.fcmae_ft_in1k,224,54.537,45.463,68.917,31.083,88.72,0.875,bicubic,-41.933,-30.663,+7
caformer_s36.sail_in1k_384,384,54.530,45.470,68.647,31.353,39.30,1.000,bicubic,-42.350,-31.033,-108
regnetz_e8.ra3_in1k,256,54.527,45.473,68.447,31.553,57.70,0.940,bicubic,-41.903,-31.023,+15
hgnetv2_b3.ssld_stage1_in22k_in1k,288,54.480,45.520,70.923,29.077,16.29,1.000,bicubic,-41.500,-28.537,+167
tf_efficientnetv2_l.in1k,384,54.437,45.563,68.540,31.460,118.52,1.000,bicubic,-42.113,-30.930,-27
dm_nfnet_f5.dm_in1k,544,54.390,45.610,68.570,31.430,377.21,0.954,bicubic,-42.630,-31.050,-140
vit_base_r50_s16_384.orig_in21k_ft_in1k,384,54.387,45.613,69.503,30.497,98.95,1.000,bicubic,-42.093,-30.017,-8
vit_base_patch16_rope_mixed_224.naver_in1k,224,54.380,45.620,68.740,31.260,86.44,0.900,bicubic,-41.610,-30.580,+162
dm_nfnet_f3.dm_in1k,320,54.363,45.637,68.473,31.527,254.92,0.940,bicubic,-42.007,-31.117,+27
maxvit_small_tf_384.in1k,384,54.340,45.660,68.167,31.833,69.02,1.000,bicubic,-42.390,-31.383,-78
xcit_large_24_p16_224.fb_dist_in1k,224,54.297,45.703,68.963,31.037,189.10,1.000,bicubic,-42.013,-30.517,+46
efficientvit_l2.r256_in1k,256,54.290,45.710,67.873,32.127,63.71,1.000,bicubic,-42.190,-31.727,-7
efficientnet_b5.sw_in12k_ft_in1k,448,54.277,45.723,69.823,30.177,30.39,1.000,bicubic,-42.543,-29.837,-103
vit_base_patch16_rope_mixed_ape_224.naver_in1k,224,54.253,45.747,68.277,31.723,86.59,0.900,bicubic,-41.807,-31.133,+120
inception_next_base.sail_in1k_384,384,54.237,45.763,68.487,31.513,86.67,1.000,bicubic,-42.493,-31.103,-84
resnetv2_152x4_bit.goog_in21k_ft_in1k,480,54.217,45.783,70.273,29.727,936.53,1.000,bilinear,-42.673,-29.347,-126
efficientnetv2_rw_m.agc_in1k,320,54.197,45.803,69.037,30.963,53.24,1.000,bicubic,-41.993,-30.543,+75
regnety_160.sw_in12k_ft_in1k,288,54.160,45.840,68.860,31.140,83.59,1.000,bicubic,-42.650,-30.740,-107
caformer_s18.sail_in22k_ft_in1k,224,54.117,45.883,69.673,30.327,26.34,1.000,bicubic,-41.913,-29.917,+130
vit_small_r26_s32_384.augreg_in21k_ft_in1k,384,54.093,45.907,68.787,31.213,36.47,1.000,bicubic,-41.977,-30.673,+108
regnety_160.lion_in12k_ft_in1k,288,54.087,45.913,68.873,31.127,83.59,1.000,bicubic,-42.753,-30.747,-117
mambaout_base_wide_rw.sw_e500_in1k,224,54.027,45.973,68.060,31.940,94.45,0.950,bicubic,-42.153,-31.460,+72
tf_efficientnet_b5.ap_in1k,456,53.943,46.057,69.230,30.770,30.39,0.934,bicubic,-42.147,-30.090,+98
regnety_120.sw_in12k_ft_in1k,224,53.937,46.063,68.873,31.127,51.82,0.950,bicubic,-42.263,-30.657,+64
volo_d3_448.sail_in1k,448,53.933,46.067,67.950,32.050,86.63,1.000,bicubic,-43.107,-31.730,-167
caformer_b36.sail_in1k,224,53.927,46.073,66.607,33.393,98.75,1.000,bicubic,-42.613,-32.853,-45
efficientnet_h_b5.sw_r448_e450_in1k,448,53.763,46.237,69.273,30.727,45.88,1.000,bicubic,-42.577,-30.237,+20
xcit_medium_24_p8_224.fb_dist_in1k,224,53.660,46.340,68.303,31.697,84.32,1.000,bicubic,-42.860,-31.267,-40
dm_nfnet_f6.dm_in1k,576,53.660,46.340,68.183,31.817,438.36,0.956,bicubic,-43.320,-31.577,-157
tf_efficientnet_b6.ap_in1k,528,53.607,46.393,68.570,31.430,43.04,0.942,bicubic,-42.743,-30.830,+11
vit_medium_patch16_gap_256.sw_in12k_ft_in1k,256,53.587,46.413,69.177,30.823,38.86,0.950,bicubic,-42.413,-30.313,+132
hgnetv2_b2.ssld_stage2_ft_in1k,224,53.530,46.470,69.820,30.180,11.22,0.965,bicubic,-41.680,-29.420,+395
cait_s36_384.fb_dist_in1k,384,53.520,46.480,68.010,31.990,68.37,1.000,bicubic,-43.120,-31.590,-84
tf_efficientnet_b2.ns_jft_in1k,260,53.497,46.503,70.363,29.637,9.11,0.890,bicubic,-42.013,-28.897,+292
hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k,256,53.483,46.517,68.303,31.697,34.36,0.950,bicubic,-42.977,-31.307,-24
mambaout_base_wide_rw.sw_e500_in1k,288,53.447,46.553,67.563,32.437,94.45,1.000,bicubic,-43.033,-32.097,-33
deit3_base_patch16_384.fb_in1k,384,53.440,46.560,67.590,32.410,86.88,1.000,bicubic,-42.790,-31.820,+44
deit3_base_patch16_224.fb_in1k,224,53.433,46.567,67.573,32.427,86.59,0.900,bicubic,-42.357,-31.847,+202
dm_nfnet_f3.dm_in1k,416,53.430,46.570,67.583,32.417,254.92,0.940,bicubic,-43.180,-31.887,-82
mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,384,53.427,46.573,68.587,31.413,32.59,0.950,bicubic,-42.883,-30.823,+18
convnext_large.fb_in1k,224,53.413,46.587,68.067,31.933,197.77,0.875,bicubic,-42.627,-31.433,+104
vit_base_patch32_384.augreg_in21k_ft_in1k,384,53.403,46.597,68.150,31.850,88.30,1.000,bicubic,-42.507,-31.080,+147
convformer_s18.sail_in22k_ft_in1k,224,53.390,46.610,68.623,31.377,26.77,1.000,bicubic,-42.700,-30.867,+79
vit_base_patch16_rope_ape_224.naver_in1k,224,53.390,46.610,68.107,31.893,86.59,0.900,bicubic,-42.380,-31.173,+202
convnextv2_base.fcmae_ft_in1k,288,53.390,46.610,67.780,32.220,88.72,1.000,bicubic,-43.110,-31.850,-48
vit_base_patch16_rope_224.naver_in1k,224,53.377,46.623,67.653,32.347,86.43,0.900,bicubic,-42.343,-31.647,+220
xcit_medium_24_p8_384.fb_dist_in1k,384,53.337,46.663,68.097,31.903,84.32,1.000,bicubic,-43.443,-31.573,-126
tf_efficientnet_b7.ap_in1k,600,53.313,46.687,68.907,31.093,66.35,0.949,bicubic,-43.037,-30.473,-8
convnextv2_tiny.fcmae_ft_in22k_in1k,224,53.273,46.727,69.313,30.687,28.64,0.875,bicubic,-42.787,-30.097,+86
tf_efficientnetv2_s.in21k_ft_in1k,300,53.273,46.727,69.130,30.870,21.46,1.000,bicubic,-42.627,-30.170,+142
hrnet_w18_ssld.paddle_in1k,288,53.260,46.740,68.147,31.853,21.30,1.000,bilinear,-42.500,-31.263,+200
tf_efficientnetv2_s.in21k_ft_in1k,384,53.257,46.743,69.070,30.930,21.46,1.000,bicubic,-43.203,-30.500,-41
maxvit_base_tf_224.in1k,224,53.257,46.743,66.213,33.787,119.47,0.950,bicubic,-43.093,-33.327,-9
xcit_medium_24_p16_384.fb_dist_in1k,384,53.237,46.763,68.103,31.897,84.40,1.000,bicubic,-43.453,-31.507,-114
tf_efficientnetv2_l.in1k,480,53.193,46.807,67.867,32.133,118.52,1.000,bicubic,-43.537,-31.753,-122
tf_efficientnet_b8.ra_in1k,672,53.163,46.837,68.953,31.047,87.41,0.954,bicubic,-43.537,-30.627,-118
convnext_large.fb_in1k,288,53.140,46.860,67.820,32.180,197.77,1.000,bicubic,-43.250,-31.710,-28
hiera_base_224.mae_in1k_ft_in1k,224,53.140,46.860,67.507,32.493,51.52,0.900,bicubic,-43.200,-32.013,-9
tf_efficientnet_b4.ap_in1k,380,53.113,46.887,68.300,31.700,19.34,0.922,bicubic,-42.387,-31.080,+269
regnetz_e8.ra3_in1k,320,53.060,46.940,67.183,32.817,57.70,1.000,bicubic,-43.560,-32.267,-106
maxvit_large_tf_224.in1k,224,53.010,46.990,65.433,34.567,211.79,0.950,bicubic,-43.340,-34.167,-19
efficientnet_x_b5.sw_r448_e450_in1k,448,52.953,47.047,68.000,32.000,33.44,1.000,bicubic,-43.067,-31.350,+95
mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k,480,52.943,47.057,68.250,31.750,32.59,1.000,bicubic,-43.587,-31.290,-79
convnext_tiny.in12k_ft_in1k_384,384,52.890,47.110,68.400,31.600,28.59,1.000,bicubic,-43.690,-31.260,-98
rexnetr_300.sw_in12k_ft_in1k,224,52.873,47.127,69.183,30.817,34.81,0.950,bicubic,-43.117,-30.157,+102
efficientnet_h_b5.sw_r448_e450_in1k,576,52.813,47.187,68.280,31.720,45.88,1.000,bicubic,-43.787,-31.310,-104
coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,224,52.787,47.213,66.423,33.577,41.72,0.950,bicubic,-43.373,-33.067,+35
deit3_small_patch16_224.fb_in22k_ft_in1k,224,52.770,47.230,66.850,33.150,22.06,1.000,bicubic,-43.050,-32.570,+160
rdnet_small.nv_in1k,224,52.753,47.247,67.423,32.577,50.44,0.900,bicubic,-43.067,-31.987,+158
volo_d3_224.sail_in1k,224,52.677,47.323,66.293,33.707,86.33,0.960,bicubic,-43.783,-33.317,-60
mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,448,52.673,47.327,67.763,32.237,32.59,0.950,bicubic,-43.647,-31.617,-15
mambaout_base_tall_rw.sw_e500_in1k,224,52.653,47.347,66.680,33.320,86.48,0.950,bicubic,-43.467,-32.850,+41
rdnet_base.nv_in1k,224,52.647,47.353,66.860,33.140,87.45,0.900,bicubic,-43.443,-32.640,+51
mambaout_base_short_rw.sw_e500_in1k,224,52.623,47.377,66.713,33.287,88.83,0.950,bicubic,-43.427,-32.697,+67
maxvit_tiny_tf_384.in1k,384,52.607,47.393,66.737,33.263,30.98,1.000,bicubic,-43.963,-32.843,-104
efficientvit_l1.r224_in1k,224,52.547,47.453,65.690,34.310,52.65,1.000,bicubic,-43.423,-33.650,+100
regnety_120.sw_in12k_ft_in1k,288,52.483,47.517,67.520,32.480,51.82,1.000,bicubic,-44.087,-32.050,-108
dm_nfnet_f4.dm_in1k,512,52.397,47.603,66.913,33.087,316.07,0.951,bicubic,-44.553,-32.707,-201
efficientnetv2_rw_m.agc_in1k,416,52.360,47.640,67.237,32.763,53.24,1.000,bicubic,-43.910,-32.323,-13
tf_efficientnet_b7.ra_in1k,600,52.347,47.653,68.200,31.800,66.35,0.949,bicubic,-44.263,-31.330,-121
tf_efficientnetv2_m.in1k,384,52.330,47.670,67.087,32.913,54.14,1.000,bicubic,-43.710,-32.383,+63
vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k,256,52.330,47.670,66.197,33.803,63.95,0.950,bicubic,-43.800,-33.263,+26
xcit_small_24_p8_384.fb_dist_in1k,384,52.313,47.687,66.847,33.153,47.63,1.000,bicubic,-44.507,-32.743,-174
inception_next_base.sail_in1k,224,52.293,47.707,65.843,34.157,86.67,0.950,bicubic,-43.617,-33.597,+106
resnet18.fb_swsl_ig1b_ft_in1k,224,52.260,47.740,70.470,29.530,11.69,0.875,bilinear,-38.800,-27.730,+1084
xcit_medium_24_p16_224.fb_dist_in1k,224,52.233,47.767,66.887,33.113,84.40,1.000,bicubic,-44.027,-32.593,-15
mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k,544,52.230,47.770,67.123,32.877,32.59,1.000,bicubic,-44.450,-32.407,-143
convformer_b36.sail_in1k_384,384,52.207,47.793,66.353,33.647,99.88,1.000,bicubic,-44.663,-33.267,-193
deit_base_distilled_patch16_384.fb_in1k,384,52.200,47.800,67.720,32.280,87.63,1.000,bicubic,-44.300,-31.870,-96
hgnetv2_b2.ssld_stage1_in22k_in1k,288,52.197,47.803,68.803,31.197,11.22,1.000,bicubic,-43.363,-30.417,+228
convformer_m36.sail_in1k_384,384,52.167,47.833,65.930,34.070,57.05,1.000,bicubic,-44.603,-33.680,-168
xcit_small_24_p8_224.fb_dist_in1k,224,52.163,47.837,66.730,33.270,47.63,1.000,bicubic,-44.387,-32.750,-115
nextvit_large.bd_in1k_384,384,52.140,47.860,67.447,32.553,57.87,1.000,bicubic,-44.330,-32.103,-86
convnext_tiny.fb_in22k_ft_in1k_384,384,52.073,47.927,66.873,33.127,28.59,1.000,bicubic,-44.087,-32.677,+5
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,384,52.070,47.930,68.833,31.167,236.34,1.000,bicubic,-44.100,-30.567,0
ecaresnet269d.ra2_in1k,320,52.050,47.950,66.523,33.477,102.09,0.950,bicubic,-44.370,-32.987,-76
mambaout_base_tall_rw.sw_e500_in1k,288,52.037,47.963,66.073,33.927,86.48,1.000,bicubic,-44.363,-33.547,-71
resmlp_big_24_224.fb_in22k_ft_in1k,224,51.913,48.087,68.427,31.573,129.14,0.875,bicubic,-44.447,-31.083,-59
convformer_s36.sail_in1k_384,384,51.890,48.110,66.103,33.897,40.01,1.000,bicubic,-44.810,-33.447,-163
fastvit_ma36.apple_dist_in1k,256,51.880,48.120,67.027,32.973,44.07,0.950,bicubic,-44.420,-32.593,-38
xcit_small_24_p16_384.fb_dist_in1k,384,51.870,48.130,66.317,33.683,47.67,1.000,bicubic,-44.510,-33.263,-69
resnetv2_152x2_bit.goog_in21k_ft_in1k,448,51.820,48.180,69.360,30.640,236.34,1.000,bilinear,-44.710,-30.230,-119
mambaout_base_short_rw.sw_e500_in1k,288,51.763,48.237,65.840,34.160,88.83,1.000,bicubic,-44.687,-33.690,-88
convnextv2_tiny.fcmae_ft_in22k_in1k,288,51.750,48.250,67.727,32.273,28.64,1.000,bicubic,-44.590,-31.823,-59
vit_base_patch16_rope_reg1_gap_256.sbb_in1k,256,51.740,48.260,65.840,34.160,86.43,0.950,bicubic,-44.310,-33.560,+38
cait_s24_384.fb_dist_in1k,384,51.730,48.270,66.317,33.683,47.06,1.000,bicubic,-44.850,-33.233,-138
caformer_m36.sail_in1k,224,51.673,48.327,64.473,35.527,56.20,1.000,bicubic,-44.737,-35.057,-84
caformer_s36.sail_in1k,224,51.653,48.347,64.880,35.120,39.30,1.000,bicubic,-44.437,-34.660,+14
convnext_tiny.in12k_ft_in1k,224,51.640,48.360,67.717,32.283,28.59,0.950,bicubic,-44.550,-31.743,-19
regnety_2560.seer_ft_in1k,384,51.613,48.387,68.117,31.883,"1,282.60",1.000,bicubic,-44.957,-31.413,-137
rexnetr_300.sw_in12k_ft_in1k,288,51.593,48.407,67.840,32.160,34.81,1.000,bicubic,-44.527,-31.440,-2
ecaresnet269d.ra2_in1k,352,51.593,48.407,66.073,33.927,102.09,1.000,bicubic,-44.857,-33.497,-98
regnetz_040_h.ra3_in1k,256,51.570,48.430,66.560,33.440,28.94,1.000,bicubic,-44.410,-33.040,+61
vit_base_patch16_224_miil.in21k_ft_in1k,224,51.557,48.443,65.230,34.770,86.54,0.875,bilinear,-44.493,-34.120,+28
tf_efficientnetv2_m.in1k,480,51.507,48.493,66.630,33.370,54.14,1.000,bicubic,-44.973,-32.910,-114
mvitv2_base.fb_in1k,224,51.473,48.527,65.623,34.377,51.47,0.900,bicubic,-44.547,-33.867,+42
davit_small.msft_in1k,224,51.437,48.563,66.430,33.570,49.75,0.950,bicubic,-44.603,-32.960,+29
repvit_m2_3.dist_450e_in1k,224,51.433,48.567,66.803,33.197,23.69,0.950,bicubic,-44.567,-32.597,+46
efficientnet_x_b5.sw_r448_e450_in1k,576,51.430,48.570,66.837,33.163,33.44,1.000,bicubic,-45.040,-32.593,-113
coat_lite_medium_384.in1k,384,51.413,48.587,65.680,34.320,44.57,1.000,bicubic,-45.207,-33.930,-165
mobilenetv4_hybrid_large.ix_e600_r384_in1k,384,51.403,48.597,65.677,34.323,37.76,0.950,bicubic,-44.497,-33.583,+74
mobilenetv4_hybrid_large.e600_r384_in1k,384,51.393,48.607,65.903,34.097,37.76,0.950,bicubic,-44.597,-33.567,+47
vit_medium_patch16_rope_reg1_gap_256.sbb_in1k,256,51.357,48.643,65.727,34.273,38.74,0.950,bicubic,-44.533,-33.633,+76
hgnetv2_b2.ssld_stage2_ft_in1k,288,51.353,48.647,68.047,31.953,11.22,1.000,bicubic,-44.397,-31.213,+130
edgenext_base.in21k_ft_in1k,320,51.340,48.660,65.760,34.240,18.51,1.000,bicubic,-44.850,-33.710,-34
mambaout_small_rw.sw_e450_in1k,224,51.340,48.660,65.653,34.347,48.50,1.000,bicubic,-44.670,-33.707,+35
caformer_s18.sail_in1k_384,384,51.303,48.697,65.680,34.320,26.34,1.000,bicubic,-45.147,-33.930,-113
maxvit_rmlp_small_rw_224.sw_in1k,224,51.290,48.710,65.017,34.983,64.90,0.900,bicubic,-44.680,-34.103,+47
maxvit_small_tf_224.in1k,224,51.283,48.717,65.393,34.607,68.93,0.950,bicubic,-44.987,-34.197,-62
davit_base.msft_in1k,224,51.270,48.730,65.207,34.793,87.95,0.950,bicubic,-44.970,-34.183,-52
convnext_tiny.in12k_ft_in1k,288,51.263,48.737,66.947,33.053,28.59,1.000,bicubic,-44.977,-32.703,-54
convnext_base.fb_in1k,224,51.250,48.750,66.120,33.880,88.59,0.875,bicubic,-44.690,-33.260,+54
xcit_small_12_p8_384.fb_dist_in1k,384,51.147,48.853,65.887,34.113,26.21,1.000,bicubic,-45.333,-33.593,-129
convformer_b36.sail_in1k,224,51.110,48.890,64.293,35.707,99.88,1.000,bicubic,-45.140,-35.017,-58
vit_base_patch16_384.orig_in21k_ft_in1k,384,51.050,48.950,65.387,34.613,86.86,1.000,bicubic,-45.130,-33.963,-42
fasternet_l.in1k,224,51.047,48.953,66.420,33.580,93.47,1.000,bicubic,-44.823,-32.930,+71
convnext_base.fb_in1k,288,51.030,48.970,65.817,34.183,88.59,1.000,bicubic,-45.300,-33.743,-84
vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k,256,51.013,48.987,64.750,35.250,60.23,0.950,bicubic,-44.787,-34.510,+96
convformer_m36.sail_in1k,224,51.003,48.997,63.637,36.363,57.05,1.000,bicubic,-45.077,-35.603,-12
convnext_tiny.fb_in22k_ft_in1k,224,50.983,49.017,66.420,33.580,28.59,0.875,bicubic,-44.757,-32.940,+121
seresnextaa101d_32x8d.ah_in1k,224,50.937,49.063,65.167,34.833,93.59,0.950,bicubic,-45.063,-34.433,+25
nextvit_large.bd_in1k,224,50.910,49.090,66.033,33.967,57.87,0.950,bicubic,-44.970,-33.377,+61
mobilenetv4_hybrid_large.e600_r384_in1k,448,50.823,49.177,65.677,34.323,37.76,1.000,bicubic,-45.057,-33.773,+58
volo_d2_384.sail_in1k,384,50.807,49.193,65.567,34.433,58.87,1.000,bicubic,-45.933,-33.883,-216
tf_efficientnet_b1.ns_jft_in1k,240,50.797,49.203,67.887,32.113,7.79,0.882,bicubic,-44.063,-31.323,+387
convformer_s36.sail_in1k,224,50.793,49.207,64.053,35.947,40.01,1.000,bicubic,-45.327,-35.407,-31
xcit_small_24_p16_224.fb_dist_in1k,224,50.743,49.257,65.047,34.953,47.67,1.000,bicubic,-45.057,-34.223,+86
flexivit_base.1200ep_in1k,240,50.730,49.270,65.120,34.880,86.59,0.950,bicubic,-45.400,-34.280,-41
eca_nfnet_l2.ra3_in1k,320,50.727,49.273,65.833,34.167,56.72,0.900,bicubic,-45.303,-33.657,-1
mobilenetv4_hybrid_large.ix_e600_r384_in1k,448,50.717,49.283,65.417,34.583,37.76,1.000,bicubic,-45.343,-34.083,-17
efficientnet_b4.ra2_in1k,320,50.710,49.290,65.990,34.010,19.34,0.875,bicubic,-44.700,-33.290,+202
vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k,256,50.700,49.300,65.217,34.783,22.52,0.950,bicubic,-45.150,-34.213,+60
tiny_vit_11m_224.dist_in22k_ft_in1k,224,50.693,49.307,66.897,33.103,11.00,0.950,bicubic,-45.027,-32.383,+115
convformer_s18.sail_in1k_384,384,50.670,49.330,65.640,34.360,26.77,1.000,bicubic,-45.580,-33.900,-80
repvit_m2_3.dist_300e_in1k,224,50.657,49.343,66.677,33.323,23.69,0.950,bicubic,-45.013,-32.603,+125
regnetz_040.ra3_in1k,256,50.627,49.373,65.233,34.767,27.12,1.000,bicubic,-45.133,-34.067,+93
edgenext_base.in21k_ft_in1k,256,50.610,49.390,65.000,35.000,18.51,0.950,bicubic,-45.270,-34.410,+45
dm_nfnet_f2.dm_in1k,256,50.597,49.403,65.017,34.983,193.78,0.920,bicubic,-45.433,-34.513,-3
efficientnetv2_rw_s.ra2_in1k,288,50.590,49.410,65.560,34.440,23.94,1.000,bicubic,-44.850,-33.830,+184
resnetrs420.tf_in1k,320,50.590,49.410,64.873,35.127,191.89,1.000,bicubic,-45.510,-34.427,-42
efficientvit_b3.r256_in1k,256,50.567,49.433,64.200,35.800,48.65,1.000,bicubic,-45.263,-35.210,+65
coatnet_rmlp_2_rw_224.sw_in1k,224,50.550,49.450,63.383,36.617,73.88,0.950,bicubic,-45.690,-35.897,-83
resnetv2_101x3_bit.goog_in21k_ft_in1k,448,50.523,49.477,67.967,32.033,387.93,1.000,bilinear,-45.777,-31.623,-103
efficientnet_b4.ra2_in1k,384,50.523,49.477,65.800,34.200,19.34,1.000,bicubic,-45.007,-33.610,+160
edgenext_base.usi_in1k,256,50.507,49.493,66.190,33.810,18.51,0.950,bicubic,-45.263,-33.230,+78
hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k,256,50.473,49.527,65.447,34.553,34.36,0.950,bicubic,-45.667,-33.863,-61
xcit_small_12_p8_224.fb_dist_in1k,224,50.463,49.537,65.507,34.493,26.21,1.000,bicubic,-45.497,-33.873,+10
xcit_small_12_p16_384.fb_dist_in1k,384,50.440,49.560,65.290,34.710,26.25,1.000,bicubic,-45.940,-34.180,-133
regnetz_d32.ra3_in1k,256,50.437,49.563,66.807,33.193,27.58,0.950,bicubic,-44.953,-32.533,+192
volo_d1_384.sail_in1k,384,50.437,49.563,64.823,35.177,26.78,1.000,bicubic,-46.053,-34.717,-173
vit_betwixt_patch16_reg4_gap_256.sbb_in1k,256,50.397,49.603,64.967,35.033,60.40,0.950,bicubic,-45.173,-34.323,+146
efficientvit_b3.r288_in1k,288,50.387,49.613,64.077,35.923,48.65,1.000,bicubic,-45.733,-35.233,-58
flexivit_base.600ep_in1k,240,50.377,49.623,64.670,35.330,86.59,0.950,bicubic,-45.603,-34.730,0
mambaout_small_rw.sw_e450_in1k,288,50.367,49.633,65.050,34.950,48.50,1.000,bicubic,-45.973,-34.500,-128
seresnet152d.ra2_in1k,256,50.340,49.660,65.043,34.957,66.84,0.950,bicubic,-45.730,-34.367,-45
resnetrs350.tf_in1k,288,50.337,49.663,64.547,35.453,163.96,1.000,bicubic,-45.883,-34.963,-90
fastvit_sa36.apple_dist_in1k,256,50.327,49.673,65.713,34.287,31.53,0.900,bicubic,-45.623,-33.637,+5
regnetz_040_h.ra3_in1k,320,50.313,49.687,65.610,34.390,28.94,1.000,bicubic,-46.027,-33.740,-130
inception_next_small.sail_in1k,224,50.293,49.707,65.130,34.870,49.37,0.875,bicubic,-45.397,-34.110,+96
resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,224,50.287,49.713,66.150,33.850,194.03,0.875,bilinear,-45.113,-33.170,+175
pit_b_distilled_224.in1k,224,50.253,49.747,64.953,35.047,74.79,0.900,bicubic,-45.607,-34.517,+29
cait_s24_224.fb_dist_in1k,224,50.243,49.757,65.003,34.997,46.92,1.000,bicubic,-45.407,-34.377,+105
eca_nfnet_l2.ra3_in1k,384,50.217,49.783,65.463,34.537,56.72,1.000,bicubic,-46.243,-34.107,-174
pvt_v2_b5.in1k,224,50.180,49.820,65.063,34.937,81.96,0.900,bicubic,-45.780,-34.357,-6
vit_small_patch16_384.augreg_in21k_ft_in1k,384,50.170,49.830,65.893,34.107,22.20,1.000,bicubic,-45.830,-33.457,-23
mvitv2_small.fb_in1k,224,50.163,49.837,64.893,35.107,34.87,0.900,bicubic,-45.727,-34.527,+10
fasternet_m.in1k,224,50.157,49.843,65.693,34.307,53.52,1.000,bicubic,-45.223,-33.627,+179
mambaout_small.in1k,224,50.140,49.860,63.770,36.230,48.49,1.000,bicubic,-45.610,-35.680,+69
resnest269e.in1k,416,50.133,49.867,64.660,35.340,110.93,0.928,bicubic,-45.987,-34.730,-78
tresnet_v2_l.miil_in21k_ft_in1k,224,50.120,49.880,65.180,34.820,46.17,0.875,bilinear,-45.720,-33.920,+26
tf_efficientnet_b3.ap_in1k,300,50.110,49.890,65.313,34.687,12.23,0.904,bicubic,-44.890,-33.767,+297
deit3_medium_patch16_224.fb_in1k,224,50.100,49.900,64.687,35.313,38.85,0.900,bicubic,-45.290,-34.483,+173
deit_base_distilled_patch16_224.fb_in1k,224,50.070,49.930,66.257,33.743,87.34,0.900,bicubic,-45.700,-33.133,+55
vit_medium_patch16_reg4_gap_256.sbb_in1k,256,50.057,49.943,64.943,35.057,38.88,0.950,bicubic,-45.733,-34.637,+45
pvt_v2_b4.in1k,224,50.050,49.950,65.100,34.900,62.56,0.900,bicubic,-45.900,-34.270,-11
vit_betwixt_patch16_reg1_gap_256.sbb_in1k,256,50.017,49.983,64.617,35.383,60.40,0.950,bicubic,-45.653,-34.783,+85
flexivit_base.300ep_in1k,240,49.993,50.007,64.143,35.857,86.59,0.950,bicubic,-45.957,-35.217,-14
coat_lite_medium.in1k,224,49.987,50.013,64.807,35.193,44.57,0.900,bicubic,-46.013,-34.543,-33
nextvit_base.bd_in1k_384,384,49.963,50.037,65.600,34.400,44.82,1.000,bicubic,-46.377,-33.980,-156
seresnext101d_32x8d.ah_in1k,224,49.963,50.037,63.560,36.440,93.59,0.950,bicubic,-46.137,-35.910,-79
efficientformer_l7.snap_dist_in1k,224,49.850,50.150,66.030,33.970,82.23,0.950,bicubic,-45.770,-33.420,+94
resnet152d.ra2_in1k,256,49.843,50.157,64.857,35.143,60.21,0.950,bicubic,-45.577,-34.203,+147
convnext_nano.r384_in12k_ft_in1k,384,49.840,50.160,66.537,33.463,15.59,1.000,bicubic,-45.850,-32.733,+71
mambaout_base.in1k,224,49.833,50.167,62.943,37.057,84.81,1.000,bicubic,-46.007,-36.457,+14
resnest200e.in1k,320,49.807,50.193,64.763,35.237,70.20,0.909,bicubic,-46.303,-34.717,-89
volo_d2_224.sail_in1k,224,49.773,50.227,64.560,35.440,58.68,0.960,bicubic,-46.647,-34.960,-184
mobilenetv4_conv_large.e600_r384_in1k,448,49.767,50.233,64.667,35.333,32.59,1.000,bicubic,-45.913,-34.763,+70
seresnextaa101d_32x8d.ah_in1k,288,49.763,50.237,64.487,35.513,93.59,1.000,bicubic,-46.657,-35.033,-187
resnet200d.ra2_in1k,256,49.757,50.243,64.910,35.090,64.69,0.950,bicubic,-45.893,-34.400,+79
xception65.ra3_in1k,299,49.740,50.260,63.470,36.530,39.92,0.940,bicubic,-45.940,-35.980,+69
resnetaa101d.sw_in12k_ft_in1k,224,49.723,50.277,64.583,35.417,44.57,0.950,bicubic,-46.107,-34.707,+12
mobilenetv4_conv_large.e600_r384_in1k,384,49.673,50.327,65.140,34.860,32.59,0.950,bicubic,-45.717,-34.340,+152
swinv2_base_window16_256.ms_in1k,256,49.603,50.397,63.713,36.287,87.92,0.900,bicubic,-46.567,-35.787,-117
convnextv2_nano.fcmae_ft_in22k_in1k_384,384,49.567,50.433,65.567,34.433,15.62,1.000,bicubic,-46.213,-33.733,+28
nextvit_base.bd_in1k,224,49.553,50.447,64.883,35.117,44.82,0.950,bicubic,-46.147,-34.407,+55
pvt_v2_b3.in1k,224,49.553,50.447,64.833,35.167,45.24,0.900,bicubic,-45.927,-34.297,+115
maxvit_rmlp_tiny_rw_256.sw_in1k,256,49.553,50.447,63.720,36.280,29.15,0.950,bicubic,-46.497,-35.670,-77
efficientformerv2_l.snap_dist_in1k,224,49.550,50.450,65.107,34.893,26.32,0.950,bicubic,-46.190,-34.323,+42
convnext_small.fb_in1k,224,49.540,50.460,64.930,35.070,50.22,0.875,bicubic,-46.070,-34.350,+85
fastvit_ma36.apple_in1k,256,49.520,50.480,63.460,36.540,44.07,0.950,bicubic,-46.490,-35.960,-60
cait_xs24_384.fb_dist_in1k,384,49.507,50.493,64.837,35.163,26.67,1.000,bicubic,-46.503,-34.513,-62
tf_efficientnet_b5.ra_in1k,456,49.487,50.513,65.597,34.403,30.39,0.934,bicubic,-46.493,-33.793,-50
resnet200d.ra2_in1k,320,49.440,50.560,64.300,35.700,64.69,1.000,bicubic,-46.680,-35.220,-111
xcit_small_12_p16_224.fb_dist_in1k,224,49.413,50.587,63.910,36.090,26.25,1.000,bicubic,-46.347,-35.220,+28
mobilenetv4_conv_aa_large.e600_r384_in1k,384,49.390,50.610,64.317,35.683,32.59,0.950,bicubic,-46.310,-35.013,+47
vit_base_patch32_224.augreg_in21k_ft_in1k,224,49.380,50.620,64.450,35.550,88.22,0.900,bicubic,-45.000,-34.580,+440
resnest101e.in1k,256,49.373,50.627,65.513,34.487,48.28,0.875,bilinear,-46.237,-33.747,+74
hiera_small_224.mae_in1k_ft_in1k,224,49.373,50.627,64.437,35.563,35.01,0.900,bicubic,-46.457,-34.863,-2
rdnet_tiny.nv_in1k,224,49.323,50.677,63.570,36.430,23.86,0.900,bicubic,-46.007,-35.720,+151
regnetz_d8.ra3_in1k,256,49.320,50.680,65.430,34.570,23.37,0.940,bicubic,-46.510,-33.760,-10
dm_nfnet_f2.dm_in1k,352,49.300,50.700,63.923,36.077,193.78,0.920,bicubic,-47.220,-35.587,-244
resnet152d.ra2_in1k,320,49.273,50.727,64.433,35.567,60.21,1.000,bicubic,-46.577,-34.757,-21
tiny_vit_21m_224.in1k,224,49.247,50.753,64.283,35.717,21.20,0.950,bicubic,-46.443,-35.117,+43
seresnet152d.ra2_in1k,320,49.217,50.783,64.273,35.727,66.84,1.000,bicubic,-47.113,-35.237,-182
dm_nfnet_f1.dm_in1k,224,49.183,50.817,63.513,36.487,132.63,0.910,bicubic,-46.427,-35.957,+65
regnetz_040.ra3_in1k,320,49.180,50.820,64.040,35.960,27.12,1.000,bicubic,-47.020,-35.470,-147
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,224,49.170,50.830,65.447,34.553,236.34,0.875,bicubic,-46.570,-33.723,+22
resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,224,49.157,50.843,65.490,34.510,88.79,0.875,bilinear,-46.183,-33.640,+138
xcit_large_24_p8_224.fb_in1k,224,49.143,50.857,62.717,37.283,188.93,1.000,bicubic,-46.947,-36.433,-114
resnetrs270.tf_in1k,256,49.140,50.860,63.827,36.173,129.86,1.000,bicubic,-46.690,-35.473,-21
convnext_small.fb_in1k,288,49.043,50.957,64.770,35.230,50.22,1.000,bicubic,-46.947,-34.660,-73
resmlp_big_24_224.fb_distilled_in1k,224,49.033,50.967,65.467,34.533,129.14,0.875,bicubic,-46.837,-33.973,-36
repvgg_b3.rvgg_in1k,224,49.013,50.987,64.887,35.113,123.09,0.875,bilinear,-45.597,-34.033,+354
gcvit_base.in1k,224,49.000,51.000,63.963,36.037,90.32,0.875,bicubic,-47.050,-35.387,-104
resnetaa101d.sw_in12k_ft_in1k,288,48.997,51.003,64.107,35.893,44.57,1.000,bicubic,-47.413,-35.353,-222
maxxvit_rmlp_small_rw_256.sw_in1k,256,48.997,51.003,63.100,36.900,66.01,0.950,bicubic,-47.233,-36.390,-165
volo_d1_224.sail_in1k,224,48.983,51.017,63.170,36.830,26.63,0.960,bicubic,-47.047,-36.390,-93
resnext101_64x4d.tv_in1k,224,48.970,51.030,63.533,36.467,83.46,0.875,bilinear,-46.870,-35.637,-33
vit_medium_patch16_reg1_gap_256.sbb_in1k,256,48.953,51.047,64.033,35.967,38.88,0.950,bicubic,-46.947,-35.327,-56
efficientvit_b3.r224_in1k,224,48.937,51.063,62.963,37.037,48.65,0.950,bicubic,-46.603,-36.227,+73
mobilenetv4_conv_aa_large.e600_r384_in1k,480,48.880,51.120,63.520,36.480,32.59,1.000,bicubic,-47.150,-35.820,-101
mambaout_small.in1k,288,48.863,51.137,63.293,36.707,48.49,1.000,bicubic,-47.357,-36.237,-167
resnetrs420.tf_in1k,416,48.813,51.187,63.483,36.517,191.89,1.000,bicubic,-47.627,-36.057,-237
maxvit_tiny_tf_224.in1k,224,48.803,51.197,62.953,37.047,30.92,0.950,bicubic,-47.027,-36.357,-30
seresnext101_32x8d.ah_in1k,224,48.750,51.250,62.243,37.757,93.57,0.950,bicubic,-47.050,-37.107,-20
caformer_s18.sail_in1k,224,48.743,51.257,62.943,37.057,26.34,1.000,bicubic,-46.957,-36.397,+17
regnetz_d8_evos.ch_in1k,256,48.737,51.263,64.343,35.657,23.46,0.950,bicubic,-47.063,-35.047,-26
convformer_s18.sail_in1k,224,48.727,51.273,62.937,37.063,26.77,1.000,bicubic,-46.603,-36.323,+123
hgnetv2_b1.ssld_stage1_in22k_in1k,224,48.710,51.290,66.063,33.937,6.34,0.965,bicubic,-44.910,-32.687,+609
efficientnetv2_rw_s.ra2_in1k,384,48.683,51.317,63.877,36.123,23.94,1.000,bicubic,-47.087,-35.463,-15
regnetz_d32.ra3_in1k,320,48.627,51.373,65.207,34.793,27.58,0.950,bicubic,-47.243,-34.243,-56
deit3_small_patch16_384.fb_in1k,384,48.607,51.393,62.750,37.250,22.21,1.000,bicubic,-47.053,-36.490,+22
efficientnet_b3.ra2_in1k,320,48.593,51.407,64.340,35.660,12.23,1.000,bicubic,-46.567,-34.910,+175
edgenext_base.usi_in1k,320,48.580,51.420,64.407,35.593,18.51,1.000,bicubic,-47.210,-34.873,-28
mambaout_base.in1k,288,48.573,51.427,62.157,37.843,84.81,1.000,bicubic,-47.587,-37.293,-162
swinv2_small_window16_256.ms_in1k,256,48.550,51.450,62.653,37.347,49.73,0.900,bicubic,-47.510,-36.727,-130
seresnext101d_32x8d.ah_in1k,288,48.513,51.487,62.953,37.047,93.59,1.000,bicubic,-47.867,-36.567,-233
ecaresnet101d.miil_in1k,224,48.510,51.490,64.117,35.883,44.57,0.875,bicubic,-46.690,-35.133,+160
focalnet_base_lrf.ms_in1k,224,48.433,51.567,62.997,37.003,88.75,0.900,bicubic,-47.407,-36.323,-52
vit_small_r26_s32_224.augreg_in21k_ft_in1k,224,48.410,51.590,63.940,36.060,36.43,0.900,bicubic,-46.730,-35.270,+174
vit_large_patch32_384.orig_in21k_ft_in1k,384,48.357,51.643,61.910,38.090,306.63,1.000,bicubic,-46.893,-37.410,+135
focalnet_base_srf.ms_in1k,224,48.323,51.677,63.020,36.980,88.15,0.900,bicubic,-47.567,-36.320,-75
swinv2_base_window8_256.ms_in1k,256,48.290,51.710,63.410,36.590,87.92,0.900,bicubic,-47.760,-35.850,-135
rexnetr_200.sw_in12k_ft_in1k,224,48.273,51.727,65.297,34.703,16.52,0.950,bicubic,-47.017,-33.893,+118
mobilenetv4_conv_medium.e250_r384_in12k_ft_in1k,384,48.270,51.730,64.900,35.100,9.72,0.950,bicubic,-47.090,-34.430,+97
repvgg_b3g4.rvgg_in1k,224,48.263,51.737,64.827,35.173,83.83,0.875,bilinear,-46.247,-34.173,+351
convit_base.fb_in1k,224,48.247,51.753,62.987,37.013,86.54,0.875,bicubic,-46.873,-36.153,+175
fastvit_sa36.apple_in1k,256,48.203,51.797,62.753,37.247,31.53,0.900,bicubic,-47.417,-36.467,+19
swin_s3_base_224.ms_in1k,224,48.163,51.837,62.290,37.710,71.13,0.900,bicubic,-47.907,-37.270,-148
resnext101_32x8d.tv2_in1k,224,48.143,51.857,62.703,37.297,88.79,0.965,bilinear,-47.167,-36.527,+106
nextvit_small.bd_in1k_384,384,48.130,51.870,64.117,35.883,31.76,1.000,bicubic,-48.010,-35.263,-178
sequencer2d_l.in1k,224,48.130,51.870,62.283,37.717,54.30,0.875,bicubic,-47.730,-36.917,-72
gcvit_small.in1k,224,48.100,51.900,62.777,37.223,51.09,0.875,bicubic,-47.820,-36.713,-95
regnety_160.deit_in1k,224,48.057,51.943,63.593,36.407,83.59,0.950,bicubic,-47.463,-35.797,+41
tf_efficientnetv2_b3.in21k_ft_in1k,300,48.053,51.947,64.827,35.173,14.36,0.900,bicubic,-47.547,-34.453,+22
regnetz_d8.ra3_in1k,320,48.027,51.973,64.323,35.677,23.37,1.000,bicubic,-48.003,-35.227,-135
focalnet_small_lrf.ms_in1k,224,48.017,51.983,63.093,36.907,50.34,0.900,bicubic,-47.713,-36.197,-22
resnetrs350.tf_in1k,384,47.983,52.017,62.600,37.400,163.96,1.000,bicubic,-48.277,-36.770,-218
repvit_m1_5.dist_450e_in1k,224,47.973,52.027,63.670,36.330,14.64,0.950,bicubic,-47.347,-35.590,+95
fastvit_sa24.apple_dist_in1k,256,47.973,52.027,62.840,37.160,21.55,0.900,bicubic,-47.607,-36.470,+22
efficientnet_b3.ra2_in1k,288,47.967,52.033,63.930,36.070,12.23,0.875,bicubic,-46.963,-35.240,+216
eca_nfnet_l1.ra2_in1k,256,47.967,52.033,63.090,36.910,41.41,0.900,bicubic,-47.643,-36.190,+10
convnextv2_tiny.fcmae_ft_in1k,224,47.927,52.073,63.297,36.703,28.64,0.875,bicubic,-47.373,-35.943,+95
twins_svt_large.in1k,224,47.927,52.073,62.760,37.240,99.27,0.900,bicubic,-47.783,-36.600,-24
swiftformer_l3.dist_in1k,224,47.923,52.077,63.207,36.793,28.49,0.950,bicubic,-47.477,-35.953,+61
resnext101_32x8d.tv2_in1k,176,47.920,52.080,62.837,37.163,88.79,0.875,bilinear,-46.990,-36.383,+217
vit_relpos_base_patch16_224.sw_in1k,224,47.890,52.110,62.843,37.157,86.43,0.900,bicubic,-47.290,-36.437,+134
resnetrs200.tf_in1k,256,47.890,52.110,62.100,37.900,93.21,1.000,bicubic,-47.930,-37.250,-69
convnextv2_nano.fcmae_ft_in22k_in1k,224,47.873,52.127,63.920,36.080,15.62,0.875,bicubic,-47.507,-35.260,+68
mixer_b16_224.miil_in21k_ft_in1k,224,47.847,52.153,63.343,36.657,59.88,0.875,bilinear,-47.043,-35.787,+223
tf_efficientnet_b5.aa_in1k,456,47.843,52.157,63.953,36.047,30.39,0.934,bicubic,-48.047,-35.137,-103
regnetv_064.ra3_in1k,224,47.793,52.207,63.407,36.593,30.58,0.950,bicubic,-47.697,-35.963,+29
repvgg_b2g4.rvgg_in1k,224,47.783,52.217,64.423,35.577,61.76,0.875,bilinear,-46.047,-34.297,+511
repvit_m1_5.dist_300e_in1k,224,47.783,52.217,63.713,36.287,14.64,0.950,bicubic,-47.357,-35.357,+139
regnety_1280.seer_ft_in1k,384,47.767,52.233,64.133,35.867,644.81,1.000,bicubic,-48.563,-35.277,-251
resnetv2_50x3_bit.goog_in21k_ft_in1k,448,47.760,52.240,65.667,34.333,217.32,1.000,bilinear,-48.530,-33.963,-243
repvgg_d2se.rvgg_in1k,320,47.740,52.260,62.797,37.203,133.33,1.000,bilinear,-48.180,-36.473,-120
vit_little_patch16_reg4_gap_256.sbb_in1k,256,47.740,52.260,62.380,37.620,22.52,0.950,bicubic,-47.590,-37.000,+71
vit_relpos_base_patch16_clsgap_224.sw_in1k,224,47.737,52.263,62.410,37.590,86.43,0.900,bicubic,-47.523,-36.760,+94
mvitv2_tiny.fb_in1k,224,47.703,52.297,62.697,37.303,24.17,0.900,bicubic,-47.697,-36.593,+48
tf_efficientnetv2_b3.in21k_ft_in1k,240,47.683,52.317,64.117,35.883,14.36,0.900,bicubic,-47.187,-34.923,+220
vit_relpos_medium_patch16_cls_224.sw_in1k,224,47.627,52.373,61.787,38.213,38.76,0.900,bicubic,-47.653,-37.333,+83
mobilenetv4_hybrid_medium.ix_e550_r384_in1k,384,47.617,52.383,63.327,36.673,11.07,0.950,bicubic,-48.003,-36.073,-18
eca_nfnet_l1.ra2_in1k,320,47.617,52.383,62.643,37.357,41.41,1.000,bicubic,-48.323,-36.847,-128
ecaresnet101d.miil_in1k,288,47.610,52.390,63.517,36.483,44.57,0.950,bicubic,-48.030,-35.733,-25
seresnext101_32x8d.ah_in1k,288,47.577,52.423,61.323,38.677,93.57,1.000,bicubic,-48.553,-38.037,-207
regnetz_d8_evos.ch_in1k,320,47.557,52.443,63.757,36.243,23.46,1.000,bicubic,-48.663,-35.543,-233
pit_s_distilled_224.in1k,224,47.557,52.443,63.187,36.813,24.04,0.900,bicubic,-47.143,-35.883,+255
mobilenetv4_conv_large.e500_r256_in1k,256,47.537,52.463,62.863,37.137,32.59,0.950,bicubic,-46.863,-36.317,+343
focalnet_small_srf.ms_in1k,224,47.517,52.483,62.327,37.673,49.89,0.900,bicubic,-48.113,-37.043,-26
resnest50d_4s2x40d.in1k,224,47.487,52.513,63.863,36.137,30.42,0.875,bicubic,-47.223,-35.377,+247
dm_nfnet_f1.dm_in1k,320,47.460,52.540,62.140,37.860,132.63,0.910,bicubic,-48.870,-37.390,-271
efficientnet_b3_pruned.in1k,300,47.453,52.547,62.863,37.137,9.86,0.904,bicubic,-47.177,-36.167,+268
davit_tiny.msft_in1k,224,47.433,52.567,63.277,36.723,28.36,0.950,bicubic,-47.667,-35.813,+133
coatnet_rmlp_1_rw_224.sw_in1k,224,47.410,52.590,61.367,38.633,41.69,0.950,bicubic,-48.100,-37.973,+2
vit_base_patch16_224.orig_in21k_ft_in1k,224,47.400,52.600,61.697,38.303,86.57,0.900,bicubic,-47.830,-37.683,+88
mobilenetv4_conv_large.e500_r256_in1k,320,47.347,52.653,62.400,37.600,32.59,1.000,bicubic,-47.813,-36.940,+107
xcit_small_24_p8_224.fb_in1k,224,47.347,52.653,61.113,38.887,47.63,1.000,bicubic,-48.613,-38.277,-148
crossvit_18_dagger_408.in1k,408,47.340,52.660,60.883,39.117,44.61,1.000,bicubic,-48.790,-38.497,-223
hgnetv2_b1.ssld_stage1_in22k_in1k,288,47.330,52.670,64.483,35.517,6.34,1.000,bicubic,-46.800,-34.517,+417
tresnet_m.miil_in21k_ft_in1k,224,47.303,52.697,62.080,37.920,31.39,0.875,bilinear,-48.117,-37.230,+20
resnet101d.ra2_in1k,256,47.300,52.700,62.960,37.040,44.57,0.950,bicubic,-48.130,-36.470,+15
poolformerv2_m48.sail_in1k,224,47.297,52.703,63.887,36.113,73.35,1.000,bicubic,-47.903,-35.263,+96
wide_resnet101_2.tv2_in1k,224,47.247,52.753,61.967,38.033,126.89,0.965,bilinear,-48.003,-37.433,+74
efficientformer_l3.snap_dist_in1k,224,47.240,52.760,63.453,36.547,31.41,0.950,bicubic,-47.980,-35.717,+84
repvit_m3.dist_in1k,224,47.203,52.797,63.497,36.503,10.68,0.950,bicubic,-47.527,-35.573,+228
convnext_nano.in12k_ft_in1k,224,47.193,52.807,63.967,36.033,15.59,0.950,bicubic,-48.027,-35.353,+83
regnety_032.ra_in1k,224,47.193,52.807,62.530,37.470,19.44,0.950,bicubic,-47.727,-36.650,+172
resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,224,47.183,52.817,63.400,36.600,44.18,0.875,bilinear,-47.977,-35.790,+96
efficientvit_b2.r256_in1k,256,47.183,52.817,61.670,38.330,24.33,1.000,bicubic,-48.107,-37.580,+54
regnety_080.ra3_in1k,224,47.160,52.840,62.110,37.890,39.18,0.950,bicubic,-48.410,-37.150,-25
tf_efficientnet_b6.aa_in1k,528,47.157,52.843,63.053,36.947,43.04,0.942,bicubic,-49.133,-36.487,-278
resnetrs270.tf_in1k,352,47.140,52.860,62.047,37.953,129.86,1.000,bicubic,-48.920,-37.293,-211
convnext_tiny.fb_in1k,224,47.133,52.867,63.180,36.820,28.59,0.875,bicubic,-47.837,-36.030,+152
regnety_320.tv2_in1k,224,47.080,52.920,62.060,37.940,145.05,0.965,bicubic,-48.520,-37.340,-40
xcit_small_12_p8_224.fb_in1k,224,47.080,52.920,60.657,39.343,26.21,1.000,bicubic,-48.370,-38.683,-6
efficientvit_b2.r288_in1k,288,47.073,52.927,61.607,38.393,24.33,1.000,bicubic,-48.517,-37.633,-38
tf_efficientnet_b4.aa_in1k,380,47.057,52.943,62.877,37.123,19.34,0.922,bicubic,-48.533,-36.283,-40
inception_next_tiny.sail_in1k,224,47.037,52.963,62.957,37.043,28.06,0.875,bicubic,-48.083,-36.163,+102
vit_base_patch16_rpn_224.sw_in1k,224,47.027,52.973,62.427,37.573,86.54,0.900,bicubic,-47.803,-36.663,+191
mobilenetv4_hybrid_medium.ix_e550_r384_in1k,448,47.023,52.977,63.003,36.997,11.07,1.000,bicubic,-48.657,-36.327,-73
regnetz_c16.ra3_in1k,256,47.010,52.990,63.670,36.330,13.46,0.940,bicubic,-48.150,-35.660,+87
swin_base_patch4_window12_384.ms_in1k,384,46.993,53.007,61.857,38.143,87.90,1.000,bicubic,-49.397,-37.563,-322
swinv2_small_window8_256.ms_in1k,256,46.990,53.010,62.160,37.840,49.73,0.900,bicubic,-48.780,-37.210,-108
hgnetv2_b1.ssld_stage2_ft_in1k,224,46.977,53.023,64.360,35.640,6.34,0.965,bicubic,-46.643,-34.280,+514
mambaout_tiny.in1k,224,46.963,53.037,61.840,38.160,26.55,1.000,bicubic,-48.147,-37.450,+99
convnext_tiny_hnf.a2h_in1k,224,46.957,53.043,61.143,38.857,28.59,0.950,bicubic,-47.803,-38.037,+198
convnextv2_tiny.fcmae_ft_in1k,288,46.953,53.047,62.470,37.530,28.64,1.000,bicubic,-48.857,-36.870,-128
rexnetr_200.sw_in12k_ft_in1k,288,46.937,53.063,63.830,36.170,16.52,1.000,bicubic,-48.383,-35.590,+24
resnet101d.ra2_in1k,320,46.930,53.070,62.447,37.553,44.57,1.000,bicubic,-48.820,-37.023,-104
tnt_b_patch16_224.in1k,224,46.930,53.070,62.360,37.640,65.43,0.900,bicubic,-48.340,-36.870,+39
coat_small.in1k,224,46.927,53.073,61.363,38.637,21.69,0.900,bicubic,-48.283,-37.927,+63
xception65p.ra3_in1k,299,46.907,53.093,61.063,38.937,39.82,0.940,bicubic,-48.753,-38.327,-78
xcit_large_24_p16_224.fb_in1k,224,46.890,53.110,60.757,39.243,189.10,1.000,bicubic,-48.060,-38.073,+140
mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,256,46.883,53.117,62.580,37.420,11.07,0.950,bicubic,-48.197,-36.490,+99
maxvit_tiny_rw_224.sw_in1k,224,46.847,53.153,60.767,39.233,29.06,0.950,bicubic,-48.893,-38.603,-104
resnet152.a1h_in1k,224,46.847,53.153,60.590,39.410,60.19,0.950,bicubic,-48.733,-38.670,-54
nextvit_small.bd_in1k,224,46.833,53.167,62.813,37.187,31.76,0.950,bicubic,-48.397,-36.427,+47
pvt_v2_b2_li.in1k,224,46.800,53.200,62.380,37.620,22.55,0.900,bicubic,-48.470,-36.910,+29
gc_efficientnetv2_rw_t.agc_in1k,224,46.787,53.213,61.320,38.680,13.68,1.000,bicubic,-47.773,-37.850,+243
resnet152.tv2_in1k,224,46.777,53.223,61.003,38.997,60.19,0.965,bilinear,-48.303,-38.267,+96
efficientformerv2_s2.snap_dist_in1k,224,46.753,53.247,61.823,38.177,12.71,0.950,bicubic,-48.367,-37.297,+81
seresnext101_64x4d.gluon_in1k,224,46.677,53.323,61.363,38.637,88.23,0.875,bicubic,-47.983,-37.697,+215
fastvit_sa24.apple_in1k,256,46.653,53.347,61.633,38.367,21.55,0.900,bicubic,-48.657,-37.677,+13
regnety_640.seer_ft_in1k,384,46.613,53.387,63.083,36.917,281.38,1.000,bicubic,-49.417,-36.417,-223
fbnetv3_g.ra2_in1k,240,46.583,53.417,62.600,37.400,16.62,0.950,bilinear,-48.017,-36.500,+222
swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,224,46.577,53.423,63.923,36.077,28.29,0.900,bicubic,-48.263,-35.357,+162
fasternet_s.in1k,224,46.563,53.437,62.600,37.400,31.18,1.000,bicubic,-48.027,-36.420,+225
twins_pcpvt_large.in1k,224,46.553,53.447,62.203,37.797,60.99,0.900,bicubic,-49.187,-37.277,-121
convnext_tiny.fb_in1k,288,46.530,53.470,63.247,36.753,28.59,1.000,bicubic,-48.680,-36.013,+44
regnetv_064.ra3_in1k,288,46.527,53.473,62.290,37.710,30.58,1.000,bicubic,-49.263,-36.970,-144
resnet152.a1h_in1k,288,46.520,53.480,60.517,39.483,60.19,1.000,bicubic,-49.260,-38.923,-141
swin_base_patch4_window7_224.ms_in1k,224,46.503,53.497,61.467,38.533,87.77,0.900,bicubic,-49.397,-37.893,-189
convnextv2_nano.fcmae_ft_in22k_in1k,288,46.460,53.540,62.877,37.123,15.62,1.000,bicubic,-48.930,-36.463,-21
efficientnetv2_rw_t.ra2_in1k,224,46.447,53.553,61.403,38.597,13.65,1.000,bicubic,-48.213,-37.767,+201
xcit_medium_24_p8_224.fb_in1k,224,46.443,53.557,59.573,40.427,84.32,1.000,bicubic,-49.447,-39.787,-186
coatnet_1_rw_224.sw_in1k,224,46.420,53.580,60.103,39.897,41.72,0.950,bicubic,-49.200,-39.217,-89
gcvit_tiny.in1k,224,46.397,53.603,61.663,38.337,28.22,0.875,bicubic,-49.303,-37.717,-117
swin_s3_small_224.ms_in1k,224,46.383,53.617,60.840,39.160,49.74,0.900,bicubic,-49.467,-38.570,-176
crossvit_15_dagger_408.in1k,408,46.380,53.620,60.527,39.473,28.50,1.000,bicubic,-49.450,-38.723,-169
fbnetv3_g.ra2_in1k,288,46.377,53.623,62.477,37.523,16.62,0.950,bilinear,-48.753,-36.723,+58
resnetrs200.tf_in1k,320,46.377,53.623,60.963,39.037,93.21,1.000,bicubic,-49.943,-38.567,-336
ese_vovnet57b.ra4_e3600_r256_in1k,320,46.353,53.647,60.487,39.513,38.61,1.000,bicubic,-49.277,-38.963,-101
hgnetv2_b0.ssld_stage1_in22k_in1k,224,46.310,53.690,63.407,36.593,6.00,0.965,bicubic,-46.360,-35.273,+643
hgnetv2_b0.ssld_stage2_ft_in1k,224,46.310,53.690,63.273,36.727,6.00,0.965,bicubic,-46.580,-35.177,+612
tresnet_xl.miil_in1k,224,46.307,53.693,61.890,38.110,78.44,0.875,bilinear,-48.773,-37.360,+68
cs3se_edgenet_x.c2ns_in1k,256,46.307,53.693,61.277,38.723,50.72,0.950,bicubic,-49.293,-38.033,-90
ese_vovnet57b.ra4_e3600_r256_in1k,256,46.303,53.697,60.890,39.110,38.61,0.950,bicubic,-48.967,-38.500,+1
naflexvit_base_patch16_gap.e300_s576_in1k,384,46.297,53.703,60.703,39.297,86.63,1.000,bicubic,-49.463,-38.707,-146
xcit_tiny_24_p8_224.fb_dist_in1k,224,46.280,53.720,60.613,39.387,12.11,1.000,bicubic,-49.200,-38.697,-67
naflexvit_base_patch16_parfac_gap.e300_s576_in1k,384,46.260,53.740,60.567,39.433,86.46,1.000,bicubic,-49.610,-38.593,-193
sequencer2d_m.in1k,224,46.247,53.753,60.817,39.183,38.31,0.875,bicubic,-49.363,-38.483,-99
rexnet_300.nav_in1k,224,46.243,53.757,62.440,37.560,34.71,0.875,bicubic,-49.307,-36.850,-81
xcit_tiny_24_p8_384.fb_dist_in1k,384,46.243,53.757,60.640,39.360,12.11,1.000,bicubic,-50.007,-38.800,-329
dm_nfnet_f0.dm_in1k,192,46.213,53.787,61.497,38.503,71.49,0.900,bicubic,-48.457,-37.633,+179
resnetrs152.tf_in1k,256,46.210,53.790,60.763,39.237,86.62,1.000,bicubic,-49.160,-38.477,-36
resnest50d_1s4x24d.in1k,224,46.203,53.797,62.513,37.487,25.68,0.875,bicubic,-48.177,-36.547,+260
mobilenetv4_hybrid_medium.e500_r224_in1k,224,46.200,53.800,61.833,38.167,11.07,0.950,bicubic,-48.000,-37.187,+318
repvit_m1_1.dist_450e_in1k,224,46.187,53.813,63.347,36.653,8.80,0.950,bicubic,-48.363,-35.643,+210
deit_small_distilled_patch16_224.fb_in1k,224,46.150,53.850,62.450,37.550,22.44,0.900,bicubic,-48.430,-36.640,+196
nfnet_l0.ra2_in1k,224,46.147,53.853,62.783,37.217,35.07,0.900,bicubic,-48.753,-36.337,+105
gernet_m.idstcv_in1k,224,46.140,53.860,62.727,37.273,21.14,0.875,bilinear,-48.410,-36.163,+210
regnety_160.deit_in1k,288,46.123,53.877,61.803,38.197,83.59,1.000,bicubic,-49.777,-37.757,-222
crossvit_base_240.in1k,240,46.087,53.913,60.220,39.780,105.03,0.875,bicubic,-48.963,-38.920,+63
tf_efficientnet_b0.ns_jft_in1k,224,46.067,53.933,63.283,36.717,5.29,0.875,bicubic,-47.713,-35.667,+413
naflexvit_base_patch16_par_gap.e300_s576_in1k,384,46.067,53.933,60.220,39.780,86.63,1.000,bicubic,-49.583,-38.970,-127
poolformerv2_m36.sail_in1k,224,46.050,53.950,62.200,37.800,56.08,1.000,bicubic,-48.990,-36.760,+61
poolformerv2_s36.sail_in1k,224,46.033,53.967,62.307,37.693,30.79,1.000,bicubic,-48.677,-36.423,+148
vit_small_patch16_224.augreg_in21k_ft_in1k,224,46.033,53.967,61.847,38.153,22.05,0.900,bicubic,-48.877,-37.283,+93
resnet51q.ra2_in1k,288,46.030,53.970,60.920,39.080,35.70,1.000,bilinear,-49.180,-38.400,+6
swinv2_cr_small_ns_224.sw_in1k,224,46.027,53.973,60.603,39.397,49.70,0.900,bicubic,-49.693,-38.727,-154
nest_base_jx.goog_in1k,224,45.960,54.040,60.107,39.893,67.72,0.875,bicubic,-49.610,-39.153,-108
deit3_small_patch16_224.fb_in1k,224,45.960,54.040,58.953,41.047,22.06,0.900,bicubic,-48.750,-40.287,+148
crossvit_18_240.in1k,240,45.957,54.043,60.350,39.650,43.27,0.875,bicubic,-49.103,-38.750,+49
mobilenetv4_hybrid_medium.e500_r224_in1k,256,45.937,54.063,61.580,38.420,11.07,1.000,bicubic,-48.923,-37.540,+108
vit_relpos_medium_patch16_224.sw_in1k,224,45.937,54.063,61.080,38.920,38.75,0.900,bicubic,-49.253,-38.150,+4
regnetz_c16.ra3_in1k,320,45.933,54.067,62.743,37.257,13.46,1.000,bicubic,-49.457,-36.577,-66
regnety_080.ra3_in1k,288,45.933,54.067,60.837,39.163,39.18,1.000,bicubic,-49.937,-38.603,-224
twins_pcpvt_base.in1k,224,45.900,54.100,61.373,38.627,43.83,0.900,bicubic,-49.590,-37.957,-99
resnest50d.in1k,224,45.890,54.110,62.677,37.323,27.48,0.875,bilinear,-48.740,-36.353,+163
twins_svt_base.in1k,224,45.887,54.113,60.903,39.097,56.07,0.900,bicubic,-49.673,-38.537,-112
resnext101_64x4d.c1_in1k,224,45.887,54.113,59.310,40.690,83.46,0.950,bicubic,-49.343,-39.910,-14
regnety_032.ra_in1k,288,45.883,54.117,61.537,38.463,19.44,1.000,bicubic,-49.587,-37.813,-96
regnetz_c16_evos.ch_in1k,256,45.867,54.133,62.960,37.040,13.49,0.950,bicubic,-49.483,-36.330,-61
convnext_nano.in12k_ft_in1k,288,45.867,54.133,62.610,37.390,15.59,1.000,bicubic,-49.523,-36.640,-75
convnext_tiny_hnf.a2h_in1k,288,45.840,54.160,60.143,39.857,28.59,1.000,bicubic,-49.430,-38.977,-35
crossvit_18_dagger_240.in1k,240,45.823,54.177,59.967,40.033,44.27,0.875,bicubic,-49.357,-39.163,-4
mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k,320,45.813,54.187,61.603,38.397,11.07,1.000,bicubic,-49.507,-37.687,-56
hiera_tiny_224.mae_in1k_ft_in1k,224,45.780,54.220,61.017,38.983,27.91,0.900,bicubic,-49.470,-38.183,-30
levit_conv_384.fb_dist_in1k,224,45.777,54.223,61.717,38.283,39.13,0.900,bicubic,-49.443,-37.453,-18
levit_384.fb_dist_in1k,224,45.777,54.223,61.713,38.287,39.13,0.900,bicubic,-49.443,-37.507,-18
gc_efficientnetv2_rw_t.agc_in1k,288,45.730,54.270,60.300,39.700,13.68,1.000,bicubic,-49.570,-38.920,-52
vit_relpos_medium_patch16_rpn_224.sw_in1k,224,45.720,54.280,60.940,39.060,38.73,0.900,bicubic,-49.370,-38.280,+19
xcit_tiny_24_p16_384.fb_dist_in1k,384,45.700,54.300,60.527,39.473,12.12,1.000,bicubic,-49.770,-38.793,-108
hgnetv2_b1.ssld_stage2_ft_in1k,288,45.690,54.310,62.707,37.293,6.34,1.000,bicubic,-48.490,-36.263,+284
convmixer_1536_20.in1k,224,45.683,54.317,61.690,38.310,51.63,0.960,bicubic,-49.277,-37.480,+52
dm_nfnet_f0.dm_in1k,256,45.680,54.320,61.333,38.667,71.49,0.900,bicubic,-50.050,-38.037,-185
vit_srelpos_medium_patch16_224.sw_in1k,224,45.680,54.320,61.060,38.940,38.74,0.900,bicubic,-49.270,-38.140,+56
regnetx_320.tv2_in1k,224,45.640,54.360,60.220,39.780,107.81,0.965,bicubic,-49.680,-39.210,-65
crossvit_15_dagger_240.in1k,240,45.613,54.387,60.060,39.940,28.21,0.875,bicubic,-49.347,-39.100,+51
flexivit_small.1200ep_in1k,240,45.607,54.393,59.917,40.083,22.06,0.950,bicubic,-49.653,-39.273,-47
efficientnetv2_rw_t.ra2_in1k,288,45.600,54.400,60.173,39.827,13.65,1.000,bicubic,-49.490,-39.147,+9
xcit_small_12_p16_224.fb_in1k,224,45.597,54.403,59.453,40.547,26.25,1.000,bicubic,-49.273,-39.567,+77
xcit_medium_24_p16_224.fb_in1k,224,45.590,54.410,59.000,41.000,84.40,1.000,bicubic,-49.550,-39.930,-6
xcit_small_24_p16_224.fb_in1k,224,45.577,54.423,58.967,41.033,47.67,1.000,bicubic,-49.503,-40.223,+13
seresnext101_32x4d.gluon_in1k,224,45.547,54.453,61.107,38.893,48.96,0.875,bicubic,-48.953,-37.983,+175
repvit_m1_1.dist_300e_in1k,224,45.540,54.460,62.747,37.253,8.80,0.950,bicubic,-48.650,-36.363,+271
mambaout_tiny.in1k,288,45.530,54.470,60.697,39.303,26.55,1.000,bicubic,-50.110,-38.663,-167
wide_resnet101_2.tv2_in1k,176,45.530,54.470,59.580,40.420,126.89,0.875,bilinear,-48.620,-39.250,+281
tf_efficientnet_b7.aa_in1k,600,45.460,54.540,61.763,38.237,66.35,0.949,bicubic,-50.610,-37.587,-331
resnet152d.gluon_in1k,224,45.443,54.557,60.067,39.933,60.21,0.875,bicubic,-49.007,-38.943,+186
flexivit_small.600ep_in1k,240,45.433,54.567,59.627,40.373,22.06,0.950,bicubic,-49.857,-39.483,-69
cs3se_edgenet_x.c2ns_in1k,320,45.430,54.570,60.430,39.570,50.72,1.000,bicubic,-50.620,-39.020,-326
pvt_v2_b2.in1k,224,45.403,54.597,60.687,39.313,25.36,0.900,bicubic,-49.587,-38.503,+28
tf_efficientnetv2_s.in1k,300,45.390,54.610,60.243,39.757,21.46,1.000,bicubic,-50.010,-39.157,-108
regnety_320.seer_ft_in1k,384,45.387,54.613,62.230,37.770,145.05,1.000,bicubic,-50.413,-37.170,-234
resnext101_64x4d.c1_in1k,288,45.383,54.617,59.047,40.953,83.46,1.000,bicubic,-50.187,-40.253,-152
nfnet_l0.ra2_in1k,288,45.380,54.620,62.087,37.913,35.07,1.000,bicubic,-50.050,-37.173,-125
mobilenetv4_conv_blur_medium.e500_r224_in1k,256,45.380,54.620,61.710,38.290,9.72,1.000,bicubic,-48.750,-37.080,+278
swiftformer_l1.dist_in1k,224,45.377,54.623,61.503,38.497,12.06,0.950,bicubic,-49.063,-37.537,+180
convnextv2_nano.fcmae_ft_in1k,224,45.377,54.623,61.180,38.820,15.62,0.875,bicubic,-49.533,-37.820,+44
resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,224,45.370,54.630,61.997,38.003,25.03,0.875,bilinear,-49.340,-37.143,+95
resnetv2_50x1_bit.goog_distilled_in1k,224,45.357,54.643,62.270,37.730,25.55,0.875,bicubic,-50.033,-37.150,-113
resnet51q.ra2_in1k,256,45.303,54.697,60.573,39.427,35.70,0.875,bilinear,-49.727,-38.577,+7
nest_small_jx.goog_in1k,224,45.303,54.697,58.993,41.007,38.35,0.875,bicubic,-50.257,-40.237,-154
resnet101.tv2_in1k,224,45.300,54.700,60.043,39.957,44.55,0.965,bilinear,-49.590,-38.957,+48
cs3edgenet_x.c2_in1k,288,45.280,54.720,60.243,39.757,47.82,1.000,bicubic,-50.200,-39.087,-143
resnet101.a1h_in1k,224,45.263,54.737,59.807,40.193,44.55,0.950,bicubic,-49.727,-39.413,+15
resnet61q.ra2_in1k,288,45.257,54.743,59.340,40.660,36.85,1.000,bicubic,-49.883,-39.880,-33
convit_small.fb_in1k,224,45.250,54.750,60.480,39.520,27.78,0.875,bicubic,-49.660,-38.790,+34
mobilenetv4_conv_medium.e500_r256_in1k,256,45.233,54.767,61.863,38.137,9.72,0.950,bicubic,-48.617,-37.007,+327
efficientvit_b2.r224_in1k,224,45.230,54.770,59.187,40.813,24.33,0.950,bicubic,-49.660,-39.893,+43
nasnetalarge.tf_in1k,331,45.193,54.807,57.963,42.037,88.75,0.911,bicubic,-49.987,-41.157,-51
tresnet_xl.miil_in1k_448,448,45.177,54.823,61.437,38.563,78.44,0.875,bilinear,-50.373,-37.893,-163
focalnet_tiny_lrf.ms_in1k,224,45.163,54.837,61.253,38.747,28.65,0.900,bicubic,-50.057,-38.007,-64
mobilenetv4_conv_blur_medium.e500_r224_in1k,224,45.150,54.850,61.673,38.327,9.72,0.950,bicubic,-48.710,-37.187,+318
rexnet_200.nav_in1k,224,45.143,54.857,62.333,37.667,16.37,0.875,bicubic,-49.537,-36.757,+95
hgnetv2_b0.ssld_stage1_in22k_in1k,288,45.133,54.867,62.313,37.687,6.00,1.000,bicubic,-48.477,-36.627,+383
swin_small_patch4_window7_224.ms_in1k,224,45.113,54.887,60.280,39.720,49.61,0.900,bicubic,-50.617,-38.930,-226
vit_small_patch16_rope_mixed_ape_224.naver_in1k,224,45.113,54.887,57.360,42.640,22.06,0.900,bicubic,-49.067,-41.580,+244
mobilenetv4_conv_medium.e500_r224_in1k,256,45.090,54.910,61.497,38.503,9.72,1.000,bicubic,-49.000,-37.593,+269
tf_efficientnet_b3.aa_in1k,300,45.080,54.920,60.707,39.293,12.23,0.904,bicubic,-49.840,-38.383,+19
mobilenetv4_conv_medium.e500_r256_in1k,320,45.070,54.930,61.477,38.523,9.72,1.000,bicubic,-49.290,-37.613,+180
sequencer2d_s.in1k,224,45.030,54.970,60.033,39.967,27.65,0.875,bicubic,-50.400,-39.287,-148
resnetrs152.tf_in1k,320,44.980,55.020,59.670,40.330,86.62,1.000,bicubic,-50.980,-39.510,-316
maxxvit_rmlp_nano_rw_256.sw_in1k,256,44.957,55.043,59.587,40.413,16.78,0.950,bicubic,-50.403,-39.753,-124
resnet101.a1h_in1k,288,44.957,55.043,59.337,40.663,44.55,1.000,bicubic,-50.623,-39.923,-184
regnetv_040.ra3_in1k,224,44.943,55.057,59.957,40.043,20.64,0.950,bicubic,-50.407,-39.293,-123
hgnetv2_b0.ssld_stage2_ft_in1k,288,44.933,55.067,62.330,37.670,6.00,1.000,bicubic,-48.907,-36.400,+311
deit_base_patch16_224.fb_in1k,224,44.913,55.087,59.183,40.817,86.57,0.900,bicubic,-50.127,-39.757,-21
ecaresnetlight.miil_in1k,224,44.910,55.090,60.777,39.223,30.16,0.875,bicubic,-49.240,-38.173,+237
flexivit_small.300ep_in1k,240,44.907,55.093,59.457,40.543,22.06,0.950,bicubic,-50.243,-39.683,-61
mobilenetv4_conv_medium.e500_r224_in1k,224,44.900,55.100,61.387,38.613,9.72,0.950,bicubic,-48.770,-37.533,+355
resnetv2_101.a1h_in1k,224,44.837,55.163,58.867,41.133,44.54,0.950,bicubic,-50.103,-40.283,+1
tf_efficientnet_b2.ap_in1k,260,44.813,55.187,60.767,39.233,9.11,0.890,bicubic,-49.477,-38.323,+192
coatnet_bn_0_rw_224.sw_in1k,224,44.807,55.193,60.903,39.097,27.44,0.950,bicubic,-50.173,-38.247,-12
mobilenetv4_hybrid_medium.ix_e550_r256_in1k,256,44.803,55.197,60.563,39.437,11.07,0.950,bicubic,-50.017,-38.617,+36
resmlp_24_224.fb_distilled_in1k,224,44.797,55.203,61.507,38.493,30.02,0.875,bicubic,-49.553,-37.403,+169
focalnet_tiny_srf.ms_in1k,224,44.787,55.213,60.997,39.003,28.43,0.900,bicubic,-50.233,-38.283,-24
repvit_m2.dist_in1k,224,44.777,55.223,61.873,38.127,8.80,0.950,bicubic,-49.683,-37.197,+132
edgenext_small.usi_in1k,256,44.757,55.243,60.847,39.153,5.59,0.950,bicubic,-49.643,-38.073,+150
cait_xxs36_384.fb_dist_in1k,384,44.757,55.243,59.427,40.573,17.37,1.000,bicubic,-50.493,-39.663,-105
tiny_vit_11m_224.in1k,224,44.747,55.253,60.180,39.820,11.00,0.950,bicubic,-50.483,-39.030,-96
resmlp_36_224.fb_distilled_in1k,224,44.730,55.270,61.157,38.843,44.69,0.875,bicubic,-49.840,-38.023,+95
gernet_l.idstcv_in1k,256,44.717,55.283,58.993,41.007,31.08,0.875,bilinear,-50.213,-40.207,-8
regnety_032.tv2_in1k,224,44.697,55.303,60.990,39.010,19.44,0.965,bicubic,-50.193,-38.090,+3
xcit_tiny_24_p16_224.fb_dist_in1k,224,44.693,55.307,59.423,40.577,12.12,1.000,bicubic,-49.547,-39.527,+197
deit_base_patch16_384.fb_in1k,384,44.657,55.343,59.573,40.427,86.86,1.000,bicubic,-51.003,-39.877,-232
resnet61q.ra2_in1k,256,44.627,55.373,58.910,41.090,36.85,0.900,bicubic,-50.413,-40.240,-39
ecaresnetlight.miil_in1k,288,44.593,55.407,60.423,39.577,30.16,0.950,bicubic,-49.957,-38.767,+98
regnety_064.ra3_in1k,224,44.570,55.430,58.493,41.507,30.58,0.950,bicubic,-51.020,-40.827,-211
vit_relpos_small_patch16_224.sw_in1k,224,44.540,55.460,60.200,39.800,21.98,0.900,bicubic,-50.140,-38.900,+59
swinv2_tiny_window16_256.ms_in1k,256,44.503,55.497,59.467,40.533,28.35,0.900,bicubic,-50.867,-39.833,-154
mobilenetv3_large_150d.ra4_e3600_r256_in1k,256,44.493,55.507,61.330,38.670,14.62,0.950,bilinear,-49.707,-37.510,+199
resnetv2_101.a1h_in1k,288,44.490,55.510,58.610,41.390,44.54,1.000,bicubic,-51.140,-40.690,-233
vit_small_patch16_rope_224.naver_in1k,224,44.490,55.510,56.983,43.017,21.98,0.900,bicubic,-49.940,-41.387,+130
inception_resnet_v2.tf_ens_adv_in1k,299,44.487,55.513,58.170,41.830,55.84,0.897,bicubic,-49.643,-40.680,+223
gmlp_s16_224.ra3_in1k,224,44.480,55.520,58.657,41.343,19.42,0.875,bicubic,-49.060,-40.123,+360
tiny_vit_5m_224.dist_in22k_ft_in1k,224,44.470,55.530,60.903,39.097,5.39,0.950,bicubic,-50.160,-38.237,+61
mobilenetv4_hybrid_medium.ix_e550_r256_in1k,320,44.450,55.550,60.270,39.730,11.07,1.000,bicubic,-50.780,-38.940,-119
resnetrs101.tf_in1k,192,44.450,55.550,59.387,40.613,63.62,0.940,bicubic,-49.950,-39.733,+133
cs3edgenet_x.c2_in1k,256,44.437,55.563,59.710,40.290,47.82,0.887,bicubic,-50.703,-39.530,-90
repvit_m1_0.dist_300e_in1k,224,44.417,55.583,61.430,38.570,7.30,0.950,bicubic,-49.353,-37.430,+297
regnety_160.tv2_in1k,224,44.387,55.613,59.147,40.853,83.59,0.965,bicubic,-50.773,-40.063,-97
repvit_m1_0.dist_450e_in1k,224,44.353,55.647,61.450,38.550,7.30,0.950,bicubic,-49.927,-37.580,+164
tresnet_l.miil_in1k,224,44.353,55.647,59.950,40.050,55.99,0.875,bilinear,-50.507,-39.300,+1
vit_small_patch16_rope_mixed_224.naver_in1k,224,44.347,55.653,56.393,43.607,21.99,0.900,bicubic,-50.103,-42.287,+112
maxxvitv2_nano_rw_256.sw_in1k,256,44.337,55.663,58.723,41.277,23.70,0.950,bicubic,-51.103,-40.487,-196
resnext101_32x4d.gluon_in1k,224,44.330,55.670,59.110,40.890,44.18,0.875,bicubic,-49.790,-39.810,+215
gcvit_xtiny.in1k,224,44.247,55.753,60.023,39.977,19.98,0.875,bicubic,-50.803,-38.957,-65
eca_nfnet_l0.ra2_in1k,224,44.217,55.783,60.807,39.193,24.14,0.900,bicubic,-50.743,-38.333,-41
poolformer_m48.sail_in1k,224,44.190,55.810,59.163,40.837,73.47,0.950,bicubic,-50.900,-39.947,-79
vit_small_patch16_rope_ape_224.naver_in1k,224,44.163,55.837,56.490,43.510,22.06,0.900,bicubic,-50.167,-42.650,+141
wide_resnet50_2.racm_in1k,224,44.157,55.843,59.667,40.333,68.88,0.875,bicubic,-50.503,-39.443,+43
regnety_080_tv.tv2_in1k,224,44.147,55.853,58.823,41.177,39.38,0.965,bicubic,-51.163,-40.527,-157
vit_srelpos_small_patch16_224.sw_in1k,224,44.133,55.867,59.680,40.320,21.97,0.900,bicubic,-50.447,-39.460,+59
regnetz_c16_evos.ch_in1k,320,44.130,55.870,61.003,38.997,13.49,0.950,bicubic,-51.530,-38.417,-264
crossvit_15_240.in1k,240,44.127,55.873,59.153,40.847,27.53,0.875,bicubic,-50.563,-39.927,+30
resnet152s.gluon_in1k,224,44.117,55.883,58.760,41.240,60.32,0.875,bicubic,-50.633,-40.190,+7
fastvit_sa12.apple_dist_in1k,256,44.110,55.890,59.067,40.933,11.58,0.900,bicubic,-50.590,-40.063,+25
hgnet_small.paddle_in1k,224,44.107,55.893,60.517,39.483,24.36,0.965,bicubic,-50.753,-38.533,-17
resnetv2_101x1_bit.goog_in21k_ft_in1k,448,44.100,55.900,62.050,37.950,44.54,1.000,bilinear,-51.230,-37.100,-174
maxvit_rmlp_nano_rw_256.sw_in1k,256,44.100,55.900,58.157,41.843,15.50,0.950,bicubic,-51.330,-40.923,-205
seresnext50_32x4d.racm_in1k,224,44.097,55.903,59.373,40.627,27.56,0.875,bicubic,-50.783,-39.757,-27
pit_b_224.in1k,224,44.083,55.917,58.000,42.000,73.76,0.900,bicubic,-50.737,-40.820,-11
convnextv2_nano.fcmae_ft_in1k,288,44.077,55.923,60.177,39.823,15.62,1.000,bicubic,-51.083,-39.073,-120
inception_resnet_v2.tf_in1k,299,44.067,55.933,57.987,42.013,55.84,0.897,bicubic,-50.263,-40.833,+126
wide_resnet50_2.tv2_in1k,176,44.017,55.983,59.673,40.327,68.88,0.875,bilinear,-50.003,-39.437,+217
pnasnet5large.tf_in1k,331,43.983,56.017,56.817,43.183,86.06,0.911,bicubic,-51.387,-42.313,-188
ecaresnet50t.ra2_in1k,256,43.970,56.030,60.030,39.970,25.57,0.875,bicubic,-50.760,-39.050,+3
poolformer_m36.sail_in1k,224,43.933,56.067,59.110,40.890,56.17,0.950,bicubic,-51.127,-40.050,-87
resnetaa50d.sw_in12k_ft_in1k,224,43.920,56.080,59.530,40.470,25.58,0.950,bicubic,-51.030,-39.730,-60
resnet50.fb_ssl_yfcc100m_ft_in1k,224,43.903,56.097,61.923,38.077,25.56,0.875,bilinear,-50.427,-36.587,+118
vit_wee_patch16_reg1_gap_256.sbb_in1k,256,43.903,56.097,59.383,40.617,13.42,0.950,bicubic,-50.557,-39.747,+76
pit_s_224.in1k,224,43.893,56.107,58.680,41.320,23.46,0.900,bicubic,-50.707,-40.250,+34
resnext101_64x4d.gluon_in1k,224,43.890,56.110,58.713,41.287,83.46,0.875,bicubic,-50.460,-40.377,+113
tf_efficientnetv2_s.in1k,384,43.873,56.127,58.727,41.273,21.46,1.000,bicubic,-51.887,-40.603,-317
coatnext_nano_rw_224.sw_in1k,224,43.847,56.153,58.583,41.417,14.70,0.900,bicubic,-51.023,-40.607,-40
regnety_040.ra3_in1k,224,43.843,56.157,57.870,42.130,20.65,0.950,bicubic,-51.147,-41.270,-79
vit_pwee_patch16_reg1_gap_256.sbb_in1k,256,43.840,56.160,58.800,41.200,15.25,0.950,bicubic,-50.550,-40.240,+94
wide_resnet50_2.tv2_in1k,224,43.820,56.180,59.657,40.343,68.88,0.965,bilinear,-50.980,-39.603,-26
coat_lite_small.in1k,224,43.803,56.197,57.020,42.980,19.84,0.900,bicubic,-51.307,-42.000,-116
cait_xxs36_224.fb_dist_in1k,224,43.800,56.200,58.800,41.200,17.30,1.000,bicubic,-50.140,-40.090,+216
ecaresnet50d.miil_in1k,224,43.780,56.220,60.343,39.657,25.58,0.875,bicubic,-50.450,-38.647,+141
ecaresnet101d_pruned.miil_in1k,224,43.780,56.220,59.660,40.340,24.88,0.875,bicubic,-50.670,-39.440,+70
convnext_nano.d1h_in1k,224,43.770,56.230,58.773,41.227,15.59,0.950,bicubic,-50.540,-40.407,+113
tnt_s_legacy_patch16_224.in1k,224,43.767,56.233,59.240,40.760,23.76,0.900,bicubic,-50.803,-39.930,+31
pit_xs_distilled_224.in1k,224,43.757,56.243,60.650,39.350,11.00,0.900,bicubic,-49.533,-38.100,+362
resnet152.tv2_in1k,176,43.757,56.243,57.643,42.357,60.19,0.875,bilinear,-50.293,-41.197,+189
mobilenetv3_large_150d.ra4_e3600_r256_in1k,320,43.753,56.247,60.377,39.623,14.62,1.000,bilinear,-51.037,-38.773,-34
regnetv_040.ra3_in1k,288,43.750,56.250,58.520,41.480,20.64,1.000,bicubic,-52.020,-40.840,-337
cspresnext50.ra_in1k,256,43.727,56.273,60.240,39.760,20.57,0.887,bilinear,-50.513,-38.820,+131
mobilevitv2_200.cvnets_in22k_ft_in1k,256,43.723,56.277,59.467,40.533,18.45,0.888,bicubic,-51.377,-39.673,-125
edgenext_small.usi_in1k,320,43.687,56.313,59.933,40.067,5.59,1.000,bicubic,-51.163,-39.477,-46
tf_efficientnet_b5.in1k,456,43.660,56.340,60.177,39.823,30.39,0.934,bicubic,-52.180,-39.113,-371
swinv2_cr_small_224.sw_in1k,224,43.650,56.350,57.513,42.487,49.70,0.900,bicubic,-51.770,-41.647,-234
rexnet_150.nav_in1k,224,43.610,56.390,60.867,39.133,9.73,0.875,bicubic,-50.680,-38.083,+109
swin_s3_tiny_224.ms_in1k,224,43.587,56.413,59.353,40.647,28.33,0.900,bicubic,-51.373,-39.797,-89
resnet101.tv2_in1k,176,43.570,56.430,57.807,42.193,44.55,0.875,bilinear,-50.360,-40.933,+202
xcit_tiny_12_p8_224.fb_dist_in1k,224,43.553,56.447,58.437,41.563,6.71,1.000,bicubic,-51.167,-40.733,-25
efficientformer_l1.snap_dist_in1k,224,43.533,56.467,59.930,40.070,12.29,0.950,bicubic,-50.457,-39.130,+191
crossvit_small_240.in1k,240,43.530,56.470,58.970,41.030,26.86,0.875,bicubic,-51.060,-40.070,+8
maxvit_nano_rw_256.sw_in1k,256,43.527,56.473,57.507,42.493,15.45,0.950,bicubic,-51.953,-41.783,-258
convnextv2_pico.fcmae_ft_in1k,224,43.490,56.510,60.050,39.950,9.07,0.875,bicubic,-50.610,-38.780,+162
tf_efficientnet_b4.in1k,380,43.487,56.513,59.590,40.410,19.34,0.922,bicubic,-52.013,-39.690,-266
regnety_016.tv2_in1k,224,43.473,56.527,59.603,40.397,11.20,0.965,bicubic,-50.967,-39.437,+55
cs3sedarknet_x.c2ns_in1k,288,43.467,56.533,58.810,41.190,35.40,1.000,bicubic,-51.963,-40.390,-252
wide_resnet50_2.racm_in1k,288,43.460,56.540,59.043,40.957,68.88,0.950,bicubic,-51.670,-40.217,-149
resnet101d.gluon_in1k,224,43.443,56.557,58.643,41.357,44.57,0.875,bicubic,-50.737,-40.287,+131
efficientvit_b1.r288_in1k,288,43.440,56.560,57.847,42.153,9.10,1.000,bicubic,-50.740,-40.673,+131
resnet101s.gluon_in1k,224,43.417,56.583,58.703,41.297,44.67,0.875,bicubic,-50.783,-40.327,+123
ecaresnet50t.ra2_in1k,320,43.403,56.597,59.303,40.697,25.57,0.950,bicubic,-51.707,-39.807,-148
nf_resnet50.ra2_in1k,256,43.360,56.640,60.593,39.407,25.56,0.940,bicubic,-50.780,-38.407,+141
cspdarknet53.ra_in1k,256,43.353,56.647,59.477,40.523,27.64,0.887,bilinear,-50.787,-39.473,+139
coatnet_rmlp_nano_rw_224.sw_in1k,224,43.353,56.647,58.633,41.367,15.15,0.900,bicubic,-51.707,-40.567,-133
resnet152.a1_in1k,224,43.347,56.653,56.347,43.653,60.19,0.950,bicubic,-51.343,-42.443,-27
efficientnet_b1.ra4_e3600_r240_in1k,288,43.313,56.687,58.987,41.013,7.79,1.000,bicubic,-51.227,-40.233,+16
eca_nfnet_l0.ra2_in1k,288,43.297,56.703,59.907,40.093,24.14,1.000,bicubic,-52.143,-39.283,-267
xcit_tiny_12_p8_384.fb_dist_in1k,384,43.263,56.737,58.147,41.853,6.71,1.000,bicubic,-52.187,-41.043,-270
convmixer_768_32.in1k,224,43.260,56.740,59.363,40.637,21.11,0.960,bicubic,-51.150,-39.697,+49
ecaresnet101d_pruned.miil_in1k,288,43.240,56.760,58.977,41.023,24.88,0.950,bicubic,-51.820,-40.143,-142
xcit_tiny_24_p8_224.fb_in1k,224,43.233,56.767,57.297,42.703,12.11,1.000,bicubic,-51.637,-41.913,-83
cs3sedarknet_x.c2ns_in1k,256,43.227,56.773,58.727,41.273,35.40,0.887,bicubic,-51.833,-40.453,-143
poolformerv2_s24.sail_in1k,224,43.217,56.783,60.407,39.593,21.34,1.000,bicubic,-51.233,-38.573,+32
repvit_m0_9.dist_300e_in1k,224,43.207,56.793,60.447,39.553,5.49,0.950,bicubic,-50.243,-38.403,+300
visformer_small.in1k,224,43.200,56.800,57.970,42.030,40.22,0.900,bicubic,-51.770,-41.240,-119
fbnetv3_d.ra2_in1k,224,43.193,56.807,59.537,40.463,10.31,0.950,bilinear,-50.037,-39.003,+332
vit_small_patch32_384.augreg_in21k_ft_in1k,384,43.187,56.813,59.287,40.713,22.92,1.000,bicubic,-51.393,-39.853,-14
tf_efficientnetv2_b3.in1k,240,43.167,56.833,58.910,41.090,14.36,0.904,bicubic,-51.063,-39.950,+96
regnetx_160.tv2_in1k,224,43.167,56.833,57.450,42.550,54.28,0.965,bicubic,-52.093,-41.810,-217
regnety_064.ra3_in1k,288,43.157,56.843,57.293,42.707,30.58,1.000,bicubic,-52.673,-41.927,-399
vit_relpos_base_patch32_plus_rpn_256.sw_in1k,256,43.153,56.847,58.430,41.570,119.42,0.900,bicubic,-50.017,-39.890,+336
cspresnet50.ra_in1k,256,43.140,56.860,59.250,40.750,21.62,0.887,bilinear,-50.770,-39.600,+172
regnetx_080.tv2_in1k,224,43.133,56.867,57.973,42.027,39.57,0.965,bicubic,-51.607,-40.947,-63
resnest26d.gluon_in1k,224,43.130,56.870,60.590,39.410,17.07,0.875,bilinear,-50.150,-38.200,+318
repvit_m0_9.dist_450e_in1k,224,43.130,56.870,60.437,39.563,5.49,0.950,bicubic,-50.340,-38.443,+281
mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,224,43.123,56.877,58.270,41.730,8.46,0.900,bicubic,-51.017,-40.590,+118
twins_pcpvt_small.in1k,224,43.117,56.883,58.940,41.060,24.11,0.900,bicubic,-51.493,-40.200,-33
coatnet_nano_rw_224.sw_in1k,224,43.070,56.930,57.877,42.123,15.14,0.900,bicubic,-51.960,-41.313,-145
ecaresnet50d.miil_in1k,288,43.060,56.940,59.483,40.517,25.58,0.950,bicubic,-51.620,-39.747,-50
efficientnet_b1.ra4_e3600_r240_in1k,240,43.040,56.960,59.257,40.743,7.79,0.900,bicubic,-51.180,-39.833,+86
resmlp_36_224.fb_in1k,224,43.010,56.990,59.413,40.587,44.69,0.875,bicubic,-50.660,-39.637,+225
mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k,256,42.993,57.007,58.033,41.967,8.46,0.950,bicubic,-51.567,-41.117,-19
resnet152.gluon_in1k,224,42.973,57.027,57.773,42.227,60.19,0.875,bicubic,-51.067,-41.237,+137
resnet50.b1k_in1k,224,42.957,57.043,58.923,41.077,25.56,0.950,bicubic,-50.743,-39.907,+217
twins_svt_small.in1k,224,42.940,57.060,58.457,41.543,24.06,0.900,bicubic,-51.830,-40.673,-83
fastvit_sa12.apple_in1k,256,42.920,57.080,58.870,41.130,11.58,0.900,bicubic,-51.540,-40.230,+4
resnet50d.ra4_e3600_r224_in1k,224,42.900,57.100,58.170,41.830,25.58,0.950,bicubic,-51.960,-41.030,-102
fbnetv3_d.ra2_in1k,256,42.890,57.110,59.657,40.343,10.31,0.950,bilinear,-50.930,-39.023,+178
tf_efficientnet_b1.ap_in1k,240,42.883,57.117,58.907,41.093,7.79,0.882,bicubic,-50.757,-39.853,+223
dpn131.mx_in1k,224,42.883,57.117,57.167,42.833,79.25,0.875,bicubic,-50.907,-41.733,+187
tf_efficientnet_lite4.in1k,380,42.873,57.127,57.723,42.277,13.01,0.920,bilinear,-52.027,-41.537,-124
gcresnet50t.ra2_in1k,256,42.870,57.130,59.230,40.770,25.90,0.900,bicubic,-51.740,-39.760,-47
resnet152c.gluon_in1k,224,42.850,57.150,57.793,42.207,60.21,0.875,bicubic,-51.040,-41.007,+156
resnet50.tv2_in1k,224,42.840,57.160,58.543,41.457,25.56,0.965,bilinear,-51.750,-40.567,-44
cs3darknet_x.c2ns_in1k,256,42.823,57.177,58.363,41.637,35.05,0.950,bicubic,-52.207,-40.827,-165
coatnet_0_rw_224.sw_in1k,224,42.807,57.193,56.297,43.703,27.44,0.950,bicubic,-52.123,-42.723,-138
tresnet_l.miil_in1k_448,448,42.803,57.197,58.943,41.057,55.99,0.875,bilinear,-52.607,-40.337,-294
gcresnet50t.ra2_in1k,288,42.797,57.203,59.077,40.923,25.90,1.000,bicubic,-51.983,-40.053,-101
levit_256.fb_dist_in1k,224,42.787,57.213,57.913,42.087,18.89,0.900,bicubic,-51.633,-40.967,+6
levit_conv_256.fb_dist_in1k,224,42.783,57.217,57.913,42.087,18.89,0.900,bicubic,-51.627,-41.197,+9
mobilevitv2_200.cvnets_in22k_ft_in1k_384,384,42.780,57.220,58.853,41.147,18.45,1.000,bicubic,-52.640,-40.427,-302
cs3darknet_x.c2ns_in1k,288,42.770,57.230,58.157,41.843,35.05,1.000,bicubic,-52.500,-41.123,-256
resnext50_32x4d.tv2_in1k,224,42.753,57.247,57.563,42.437,25.03,0.965,bilinear,-51.737,-41.427,-20
dpn107.mx_in1k,224,42.740,57.260,57.277,42.723,86.92,0.875,bicubic,-51.270,-41.543,+123
resnet152.a3_in1k,160,42.707,57.293,56.937,43.063,60.19,0.950,bicubic,-50.663,-41.643,+277
seresnext50_32x4d.gluon_in1k,224,42.700,57.300,58.657,41.343,27.56,0.875,bicubic,-51.470,-40.263,+77
tresnet_m.miil_in1k,224,42.700,57.300,58.200,41.800,31.39,0.875,bilinear,-51.400,-40.830,+100
tnt_s_patch16_224.in1k,224,42.697,57.303,58.147,41.853,23.77,0.900,bicubic,-51.673,-40.903,+9
resnet50d.ra2_in1k,224,42.693,57.307,58.750,41.250,25.58,0.875,bicubic,-51.367,-40.190,+104
convnext_nano_ols.d1h_in1k,224,42.693,57.307,57.663,42.337,15.65,0.950,bicubic,-51.457,-41.277,+81
resnext101_32x8d.tv_in1k,224,42.600,57.400,58.370,41.630,88.79,0.875,bilinear,-51.180,-40.600,+166
regnety_040.ra3_in1k,288,42.600,57.400,57.010,42.990,20.65,1.000,bicubic,-52.850,-42.400,-324
resnetv2_50d_gn.ah_in1k,224,42.587,57.413,57.733,42.267,25.57,0.950,bicubic,-51.833,-41.247,-6
convnext_nano.d1h_in1k,288,42.583,57.417,57.520,42.480,15.59,1.000,bicubic,-52.307,-41.570,-145
xcit_tiny_12_p16_384.fb_dist_in1k,384,42.573,57.427,58.057,41.943,6.72,1.000,bicubic,-51.987,-40.923,-55
resnetaa50d.sw_in12k_ft_in1k,288,42.567,57.433,58.423,41.577,25.58,1.000,bicubic,-52.703,-40.547,-271
fastvit_s12.apple_dist_in1k,256,42.550,57.450,58.160,41.840,9.47,0.900,bicubic,-51.730,-40.830,+32
efficientvit_b1.r256_in1k,256,42.540,57.460,57.497,42.503,9.10,1.000,bicubic,-51.160,-41.173,+182
mobilevitv2_175.cvnets_in22k_ft_in1k,256,42.527,57.473,58.297,41.703,14.25,0.888,bicubic,-52.253,-40.753,-120
resnetv2_50d_evos.ah_in1k,224,42.517,57.483,57.130,42.870,25.59,0.950,bicubic,-51.783,-41.770,+23
seresnet50.ra2_in1k,224,42.510,57.490,58.747,41.253,28.09,0.875,bicubic,-51.610,-40.163,+80
nf_resnet50.ra2_in1k,288,42.480,57.520,59.603,40.397,25.56,0.940,bicubic,-51.900,-39.457,-8
seresnext50_32x4d.racm_in1k,288,42.473,57.527,58.123,41.877,27.56,0.950,bicubic,-52.537,-41.077,-187
resnet50.b2k_in1k,224,42.467,57.533,58.137,41.863,25.56,0.950,bicubic,-51.353,-40.573,+144
resnetrs101.tf_in1k,288,42.450,57.550,57.290,42.710,63.62,0.940,bicubic,-52.780,-41.840,-260
resnet50.tv2_in1k,176,42.430,57.570,58.053,41.947,25.56,0.875,bilinear,-51.320,-40.697,+160
poolformer_s36.sail_in1k,224,42.380,57.620,58.807,41.193,30.86,0.900,bicubic,-52.250,-40.233,-86
repvit_m1.dist_in1k,224,42.370,57.630,59.640,40.360,5.49,0.950,bicubic,-50.970,-39.000,+255
mobileone_s4.apple_in1k,224,42.370,57.630,58.053,41.947,14.95,0.900,bilinear,-51.370,-40.877,+161
tf_efficientnetv2_b3.in1k,300,42.327,57.673,58.013,41.987,14.36,0.904,bicubic,-52.813,-40.997,-236
nest_tiny_jx.goog_in1k,224,42.327,57.673,57.013,42.987,17.06,0.875,bicubic,-52.613,-42.087,-176
legacy_senet154.in1k,224,42.323,57.677,56.693,43.307,115.09,0.875,bilinear,-52.417,-42.417,-123
mobileone_s3.apple_in1k,224,42.300,57.700,59.327,40.673,10.17,0.900,bilinear,-50.700,-39.283,+299
xcit_tiny_24_p16_224.fb_in1k,224,42.290,57.710,56.803,43.197,12.12,1.000,bicubic,-51.560,-42.097,+124
hgnet_small.paddle_in1k,288,42.287,57.713,58.703,41.297,24.36,1.000,bicubic,-52.803,-40.507,-228
tf_efficientnet_cc_b1_8e.in1k,240,42.287,57.713,58.540,41.460,39.72,0.882,bicubic,-51.293,-40.190,+193
deit_small_patch16_224.fb_in1k,224,42.270,57.730,58.007,41.993,22.05,0.900,bicubic,-51.730,-40.943,+91
convmixer_1024_20_ks9_p14.in1k,224,42.260,57.740,59.697,40.303,24.38,0.960,bicubic,-50.070,-38.713,+384
tf_efficientnet_b2.aa_in1k,260,42.243,57.757,58.223,41.777,9.11,0.890,bicubic,-51.967,-40.797,+30
resnet152.a1_in1k,288,42.240,57.760,55.483,44.517,60.19,1.000,bicubic,-52.900,-43.757,-244
mambaout_kobe.in1k,224,42.233,57.767,57.787,42.213,9.14,1.000,bicubic,-51.887,-41.243,+61
resnet101.a1_in1k,224,42.233,57.767,55.470,44.530,44.55,0.950,bicubic,-52.247,-43.290,-56
dpn68b.ra_in1k,224,42.190,57.810,56.617,43.383,12.61,0.950,bicubic,-51.100,-41.913,+248
dpn98.mx_in1k,224,42.170,57.830,56.677,43.323,61.57,0.875,bicubic,-51.780,-42.243,+92
resnet50d.ra4_e3600_r224_in1k,288,42.157,57.843,57.640,42.360,25.58,1.000,bicubic,-53.133,-41.570,-305
cait_xxs24_384.fb_dist_in1k,384,42.153,57.847,57.503,42.497,12.03,1.000,bicubic,-52.827,-41.727,-202
resnext50_32x4d.gluon_in1k,224,42.140,57.860,57.693,42.307,25.03,0.875,bicubic,-51.560,-41.107,+155
xception41p.ra3_in1k,299,42.067,57.933,56.817,43.183,26.91,0.940,bicubic,-53.013,-42.363,-233
hgnet_tiny.paddle_in1k,224,42.053,57.947,59.000,41.000,14.74,0.965,bicubic,-51.827,-39.870,+101
resnet50.ram_in1k,224,42.050,57.950,56.097,43.903,25.56,0.875,bicubic,-51.470,-42.713,+194
convnext_nano_ols.d1h_in1k,288,42.037,57.963,56.863,43.137,15.65,1.000,bicubic,-52.553,-42.227,-100
ecaresnet50d_pruned.miil_in1k,224,42.023,57.977,58.340,41.660,19.94,0.875,bicubic,-51.827,-40.410,+103
resnet50.b1k_in1k,288,42.000,58.000,58.170,41.830,25.56,1.000,bicubic,-52.510,-40.850,-76
edgenext_small_rw.sw_in1k,256,41.990,58.010,58.693,41.307,7.83,0.900,bicubic,-51.840,-40.227,+110
resnet50.b2k_in1k,288,41.980,58.020,57.680,42.320,25.56,1.000,bicubic,-52.340,-41.240,-21
pvt_v2_b1.in1k,224,41.967,58.033,59.580,40.420,14.01,0.900,bicubic,-51.553,-39.300,+184
efficientnet_b2.ra_in1k,288,41.967,58.033,58.303,41.697,9.11,1.000,bicubic,-52.403,-40.467,-37
tf_efficientnet_b3.in1k,300,41.907,58.093,58.123,41.877,12.23,0.904,bicubic,-52.373,-40.997,-11
resnext50_32x4d.a1h_in1k,224,41.880,58.120,56.757,43.243,25.03,0.950,bicubic,-52.680,-42.253,-93
mobilevitv2_150.cvnets_in22k_ft_in1k,256,41.877,58.123,57.890,42.110,10.59,0.888,bicubic,-52.863,-41.160,-149
efficientformerv2_s1.snap_dist_in1k,224,41.857,58.143,57.970,42.030,6.19,0.950,bicubic,-51.983,-40.850,+99
xcit_tiny_12_p16_224.fb_dist_in1k,224,41.843,58.157,57.303,42.697,6.72,1.000,bicubic,-51.487,-41.457,+224
resnet152.a2_in1k,224,41.837,58.163,55.673,44.327,60.19,0.950,bicubic,-52.913,-43.377,-155
fastvit_t12.apple_dist_in1k,256,41.830,58.170,57.600,42.400,7.55,0.900,bicubic,-52.270,-41.410,+40
resnext50_32x4d.tv2_in1k,176,41.813,58.187,56.577,43.423,25.03,0.875,bilinear,-51.657,-42.163,+193
resnet50d.ra2_in1k,288,41.797,58.203,58.090,41.910,25.58,0.950,bicubic,-53.043,-41.140,-177
poolformer_s24.sail_in1k,224,41.763,58.237,58.520,41.480,21.39,0.900,bicubic,-52.667,-40.660,-64
gcvit_xxtiny.in1k,224,41.750,58.250,58.333,41.667,12.00,0.875,bicubic,-52.340,-40.647,+40
resnext50_32x4d.a1h_in1k,288,41.710,58.290,56.400,43.600,25.03,1.000,bicubic,-53.280,-42.690,-229
edgenext_small_rw.sw_in1k,320,41.693,58.307,58.520,41.480,7.83,1.000,bicubic,-52.667,-40.640,-46
senet154.gluon_in1k,224,41.693,58.307,56.493,43.507,115.09,0.875,bicubic,-53.017,-42.477,-152
dla102x2.in1k,224,41.680,58.320,58.030,41.970,41.28,0.875,bilinear,-52.350,-40.900,+49
mobilevitv2_150.cvnets_in22k_ft_in1k_384,384,41.680,58.320,57.813,42.187,10.59,1.000,bicubic,-53.660,-41.517,-347
inception_v4.tf_in1k,299,41.660,58.340,55.367,44.633,42.68,0.875,bicubic,-52.710,-43.463,-54
gcresnext50ts.ch_in1k,288,41.657,58.343,57.340,42.660,15.67,1.000,bicubic,-52.843,-41.700,-93
efficientvit_b1.r224_in1k,224,41.640,58.360,56.603,43.397,9.10,0.950,bicubic,-51.680,-42.017,+211
cs3sedarknet_l.c2ns_in1k,256,41.633,58.367,57.360,42.640,21.91,0.887,bicubic,-53.417,-41.830,-252
hrnet_w64.ms_in1k,224,41.627,58.373,57.197,42.803,128.06,0.875,bilinear,-52.193,-41.733,+87
seresnet50.ra2_in1k,288,41.603,58.397,57.953,42.047,28.09,0.950,bicubic,-53.167,-41.137,-178
haloregnetz_b.ra3_in1k,224,41.577,58.423,57.080,42.920,11.68,0.940,bicubic,-52.943,-41.880,-106
mobilevitv2_175.cvnets_in22k_ft_in1k_384,384,41.557,58.443,57.857,42.143,14.25,1.000,bicubic,-53.673,-41.553,-319
resnet50.c1_in1k,224,41.553,58.447,56.733,43.267,25.56,0.950,bicubic,-52.407,-42.107,+52
cs3sedarknet_l.c2ns_in1k,288,41.543,58.457,57.483,42.517,21.91,0.950,bicubic,-53.547,-41.727,-274
tf_efficientnet_cc_b0_8e.in1k,224,41.523,58.477,57.393,42.607,24.01,0.875,bicubic,-51.357,-41.207,+279
tf_efficientnetv2_b2.in1k,208,41.517,58.483,57.370,42.630,10.10,0.890,bicubic,-52.093,-41.630,+138
convnextv2_pico.fcmae_ft_in1k,288,41.500,58.500,58.053,41.947,9.07,0.950,bicubic,-53.060,-40.837,-125
nf_regnet_b1.ra2_in1k,256,41.490,58.510,58.893,41.107,10.22,0.900,bicubic,-51.960,-39.937,+176
efficientnet_em.ra2_in1k,240,41.490,58.510,58.863,41.137,6.90,0.882,bicubic,-52.270,-40.057,+96
efficientnet_el.ra_in1k,300,41.490,58.510,58.343,41.657,10.59,0.904,bicubic,-53.180,-40.717,-158
resnetv2_50.a1h_in1k,224,41.490,58.510,56.807,43.193,25.55,0.950,bicubic,-52.820,-42.233,-49
resnet50.a1h_in1k,224,41.463,58.537,56.793,43.207,25.56,1.000,bicubic,-52.747,-42.257,-21
resnetaa50.a1h_in1k,224,41.450,58.550,56.423,43.577,25.56,0.950,bicubic,-53.010,-42.457,-100
halo2botnet50ts_256.a1h_in1k,256,41.450,58.550,56.263,43.737,22.64,0.950,bicubic,-53.570,-42.787,-258
cait_xxs24_224.fb_dist_in1k,224,41.430,58.570,57.580,42.420,11.96,1.000,bicubic,-52.080,-41.260,+152
swinv2_cr_tiny_ns_224.sw_in1k,224,41.413,58.587,57.133,42.867,28.33,0.900,bicubic,-53.367,-41.967,-197
resnetv2_50d_evos.ah_in1k,288,41.400,58.600,56.547,43.453,25.59,1.000,bicubic,-53.500,-42.643,-230
swin_tiny_patch4_window7_224.ms_in1k,224,41.397,58.603,57.333,42.667,28.29,0.900,bicubic,-53.293,-41.767,-171
convnext_tiny.fb_in22k_ft_in1k,288,41.370,58.630,55.357,44.643,28.59,1.000,bicubic,-52.180,-43.263,+137
resnext50_32x4d.ra_in1k,224,41.363,58.637,56.940,43.060,25.03,0.875,bicubic,-52.477,-42.090,+62
efficientnet_b2.ra_in1k,256,41.360,58.640,57.993,42.007,9.11,0.875,bicubic,-52.740,-41.027,+5
resnet101.a2_in1k,224,41.360,58.640,55.430,44.570,44.55,0.950,bicubic,-53.190,-43.470,-130
fasternet_t2.in1k,224,41.350,58.650,58.470,41.530,14.98,1.000,bicubic,-51.900,-40.170,+195
resnet152.tv_in1k,224,41.340,58.660,57.593,42.407,60.19,0.875,bilinear,-51.930,-41.087,+191
resnet50.ra_in1k,224,41.330,58.670,57.467,42.533,25.56,0.875,bicubic,-52.100,-41.353,+162
resnet50.ram_in1k,288,41.330,58.670,55.077,44.923,25.56,0.950,bicubic,-52.670,-43.803,+25
xception71.tf_in1k,299,41.327,58.673,55.977,44.023,42.34,0.903,bicubic,-52.593,-43.013,+37
cs3darknet_l.c2ns_in1k,288,41.320,58.680,57.387,42.613,21.16,0.950,bicubic,-53.380,-41.833,-187
gcresnext50ts.ch_in1k,256,41.320,58.680,57.143,42.857,15.67,0.900,bicubic,-53.100,-41.917,-101
gernet_s.idstcv_in1k,224,41.307,58.693,58.893,41.107,8.17,0.875,bilinear,-51.153,-39.607,+301
swinv2_tiny_window8_256.ms_in1k,256,41.280,58.720,56.960,43.040,28.35,0.900,bicubic,-53.780,-42.280,-290
resnet101.a1_in1k,288,41.273,58.727,54.253,45.747,44.55,1.000,bicubic,-53.617,-44.747,-236
dpn68b.ra_in1k,288,41.257,58.743,55.047,44.953,12.61,1.000,bicubic,-52.493,-43.473,+75
regnetz_b16.ra3_in1k,224,41.253,58.747,57.217,42.783,9.72,0.940,bicubic,-52.887,-41.773,-22
cs3darknet_l.c2ns_in1k,256,41.250,58.750,57.170,42.830,21.16,0.887,bicubic,-53.050,-41.800,-72
inception_v3.tf_adv_in1k,299,41.237,58.763,56.333,43.667,23.83,0.875,bicubic,-51.733,-42.157,+224
resnet50.a1h_in1k,176,41.210,58.790,56.637,43.363,25.56,0.900,bicubic,-52.180,-42.123,+162
dpn92.mx_in1k,224,41.210,58.790,56.207,43.793,37.67,0.875,bicubic,-52.940,-42.643,-28
shvit_s4.in1k,256,41.197,58.803,56.707,43.293,16.59,0.875,bicubic,-52.363,-41.983,+114
resnet101.a3_in1k,160,41.150,58.850,55.957,44.043,44.55,0.950,bicubic,-51.730,-42.703,+243
resnetv2_50d_gn.ah_in1k,288,41.117,58.883,56.620,43.380,25.57,1.000,bicubic,-54.123,-42.410,-360
resnetblur50.bt_in1k,224,41.113,58.887,57.097,42.903,25.56,0.875,bicubic,-52.597,-41.683,+75
mambaout_femto.in1k,224,41.093,58.907,56.857,43.143,7.30,1.000,bicubic,-52.427,-41.943,+120
resnet50.c1_in1k,288,41.087,58.913,56.543,43.457,25.56,1.000,bicubic,-53.443,-42.527,-150
resnet50d.gluon_in1k,224,41.040,58.960,57.170,42.830,25.58,0.875,bicubic,-52.530,-41.900,+107
nf_regnet_b1.ra2_in1k,288,41.023,58.977,58.190,41.810,10.22,0.900,bicubic,-52.887,-40.590,+20
ecaresnet50d_pruned.miil_in1k,288,40.993,59.007,57.740,42.260,19.94,0.950,bicubic,-53.317,-41.190,-91
resnetv2_50.a1h_in1k,288,40.973,59.027,56.463,43.537,25.55,1.000,bicubic,-53.737,-42.647,-209
fbnetv3_b.ra2_in1k,224,40.937,59.063,58.760,41.240,8.60,0.950,bilinear,-51.983,-39.800,+220
fbnetv3_b.ra2_in1k,256,40.923,59.077,58.673,41.327,8.60,0.950,bilinear,-52.727,-40.227,+82
tf_efficientnetv2_b1.in1k,192,40.893,59.107,56.740,43.260,8.14,0.882,bicubic,-52.337,-41.930,+169
inception_v3.gluon_in1k,299,40.887,59.113,55.693,44.307,23.83,0.875,bicubic,-52.713,-43.047,+93
resnet34.ra4_e3600_r224_in1k,288,40.883,59.117,54.983,45.017,21.80,1.000,bicubic,-52.577,-43.787,+130
ese_vovnet39b.ra_in1k,224,40.877,59.123,57.013,42.987,24.57,0.875,bicubic,-52.973,-41.947,+23
resnet152.a3_in1k,224,40.870,59.130,55.033,44.967,60.19,0.950,bicubic,-53.590,-44.047,-141
cs3darknet_focus_l.c2ns_in1k,288,40.867,59.133,56.663,43.337,21.15,0.950,bicubic,-53.953,-42.427,-244
legacy_xception.tf_in1k,299,40.863,59.137,56.573,43.427,22.86,0.897,bicubic,-52.787,-42.387,+76
resnet34d.ra2_in1k,224,40.860,59.140,56.507,43.493,21.82,0.875,bicubic,-51.820,-41.943,+248
cs3darknet_focus_l.c2ns_in1k,256,40.850,59.150,56.567,43.433,21.15,0.887,bicubic,-53.390,-42.503,-77
regnety_320.pycls_in1k,224,40.840,59.160,56.193,43.807,145.05,0.875,bicubic,-53.660,-42.977,-161
maxvit_rmlp_pico_rw_256.sw_in1k,256,40.837,59.163,55.277,44.723,7.52,0.950,bicubic,-53.423,-43.723,-85
resnetv2_34.ra4_e3600_r224_in1k,224,40.820,59.180,55.197,44.803,21.80,0.900,bicubic,-52.070,-43.473,+217
resnet152.a2_in1k,288,40.810,59.190,54.317,45.683,60.19,1.000,bicubic,-54.190,-44.743,-304
levit_192.fb_dist_in1k,224,40.807,59.193,56.637,43.363,10.95,0.900,bicubic,-52.903,-42.123,+54
regnetx_032.tv2_in1k,224,40.803,59.197,56.780,43.220,15.30,0.965,bicubic,-53.757,-42.040,-179
resnet50_gn.a1h_in1k,224,40.797,59.203,55.703,44.297,25.56,0.940,bicubic,-53.383,-43.327,-64
levit_conv_192.fb_dist_in1k,224,40.790,59.210,56.687,43.313,10.95,0.900,bicubic,-52.920,-42.173,+52
resnet101.gluon_in1k,224,40.787,59.213,56.230,43.770,44.55,0.875,bicubic,-53.033,-42.650,+20
tiny_vit_5m_224.in1k,224,40.783,59.217,57.267,42.733,5.39,0.950,bicubic,-53.017,-41.173,+22
halonet50ts.a1h_in1k,256,40.777,59.223,55.370,44.630,22.73,0.940,bicubic,-53.923,-43.470,-224
eva02_tiny_patch14_336.mim_in22k_ft_in1k,336,40.767,59.233,56.167,43.833,5.76,1.000,bicubic,-53.693,-42.733,-161
resnetv2_34d.ra4_e3600_r384_in1k,384,40.727,59.273,55.683,44.317,21.82,1.000,bicubic,-53.283,-43.247,-26
hrnet_w40.ms_in1k,224,40.720,59.280,56.843,43.157,57.56,0.875,bilinear,-53.010,-41.877,+39
vit_base_patch32_384.augreg_in1k,384,40.707,59.293,55.243,44.757,88.30,1.000,bicubic,-52.473,-43.557,+153
resnet50.c2_in1k,224,40.697,59.303,55.720,44.280,25.56,0.950,bicubic,-53.203,-43.070,-8
repvgg_b1.rvgg_in1k,224,40.693,59.307,57.800,42.200,57.42,0.875,bilinear,-52.717,-41.000,+120
skresnext50_32x4d.ra_in1k,224,40.687,59.313,56.000,44.000,27.48,0.875,bicubic,-53.293,-42.820,-24
resmlp_24_224.fb_in1k,224,40.677,59.323,56.617,43.383,30.02,0.875,bicubic,-52.753,-42.213,+111
resnet50.d_in1k,224,40.673,59.327,55.207,44.793,25.56,0.950,bicubic,-53.127,-43.733,+14
lamhalobotnet50ts_256.a1h_in1k,256,40.670,59.330,56.137,43.863,22.57,0.950,bicubic,-54.080,-42.673,-253
resnetaa50.a1h_in1k,288,40.663,59.337,56.157,43.843,25.56,1.000,bicubic,-54.197,-42.873,-276
resnetv2_34.ra4_e3600_r224_in1k,288,40.647,59.353,54.650,45.350,21.80,1.000,bicubic,-53.063,-44.150,+38
tf_efficientnet_lite3.in1k,300,40.640,59.360,56.750,43.250,8.20,0.904,bilinear,-53.520,-42.270,-76
ese_vovnet39b.ra_in1k,288,40.637,59.363,56.693,43.307,24.57,0.950,bicubic,-53.863,-42.397,-184
mambaout_kobe.in1k,288,40.630,59.370,56.370,43.630,9.14,1.000,bicubic,-54.160,-42.830,-268
ecaresnet50t.a1_in1k,224,40.613,59.387,55.100,44.900,25.57,0.950,bicubic,-53.587,-43.640,-91
convnext_pico_ols.d1_in1k,224,40.610,59.390,56.753,43.247,9.06,0.950,bicubic,-53.100,-42.027,+29
resnet50.am_in1k,224,40.593,59.407,57.333,42.667,25.56,0.875,bicubic,-53.037,-41.527,+49
mobilevitv2_175.cvnets_in1k,256,40.573,59.427,56.217,43.783,14.25,0.888,bicubic,-53.727,-42.893,-124
resnext50_32x4d.ra_in1k,288,40.570,59.430,56.180,43.820,25.03,0.950,bicubic,-53.740,-42.740,-132
dla169.in1k,224,40.547,59.453,57.387,42.613,53.39,0.875,bilinear,-53.223,-41.443,+10
resnet34.ra4_e3600_r224_in1k,224,40.537,59.463,55.100,44.900,21.80,0.900,bicubic,-52.163,-43.470,+212
repvgg_b2.rvgg_in1k,224,40.533,59.467,57.787,42.213,89.02,0.875,bilinear,-53.037,-40.923,+56
regnetx_320.pycls_in1k,224,40.533,59.467,55.660,44.340,107.81,0.875,bicubic,-53.677,-43.180,-104
xcit_tiny_12_p8_224.fb_in1k,224,40.527,59.473,55.563,44.437,6.71,1.000,bicubic,-53.823,-43.487,-147
pit_xs_224.in1k,224,40.520,59.480,56.520,43.480,10.62,0.900,bicubic,-52.380,-42.270,+178
wide_resnet101_2.tv_in1k,224,40.510,59.490,55.987,44.013,126.89,0.875,bilinear,-53.260,-42.933,+5
tresnet_m.miil_in1k_448,448,40.507,59.493,56.670,43.330,31.39,0.875,bilinear,-54.153,-42.310,-243
efficientnet_b2_pruned.in1k,260,40.450,59.550,56.613,43.387,8.31,0.890,bicubic,-53.360,-42.297,-9
regnetz_b16.ra3_in1k,288,40.443,59.557,56.037,43.963,9.72,1.000,bicubic,-54.257,-43.083,-256
vit_base_patch16_384.augreg_in1k,384,40.423,59.577,53.270,46.730,86.86,1.000,bicubic,-54.047,-45.750,-193
resnet50.a1_in1k,224,40.417,59.583,54.670,45.330,25.56,0.950,bicubic,-53.543,-43.850,-46
tf_efficientnet_b0.ap_in1k,224,40.397,59.603,56.837,43.163,5.29,0.875,bicubic,-52.223,-41.643,+211
skresnet34.ra_in1k,224,40.390,59.610,56.763,43.237,22.28,0.875,bicubic,-52.180,-41.747,+218
eca_resnet33ts.ra2_in1k,288,40.380,59.620,57.340,42.660,19.68,1.000,bicubic,-53.890,-41.480,-134
hgnet_tiny.paddle_in1k,288,40.377,59.623,56.563,43.437,14.74,1.000,bicubic,-53.933,-42.397,-149
regnetx_160.pycls_in1k,224,40.337,59.663,56.107,43.893,54.28,0.875,bicubic,-53.583,-42.813,-45
legacy_seresnext101_32x4d.in1k,224,40.330,59.670,54.863,45.137,48.96,0.875,bilinear,-53.920,-44.077,-130
coat_mini.in1k,224,40.313,59.687,55.150,44.850,10.34,0.900,bicubic,-54.437,-43.840,-281
resnet34d.ra2_in1k,288,40.310,59.690,56.160,43.840,21.82,0.950,bicubic,-53.330,-42.590,+26
densenet201.tv_in1k,224,40.300,59.700,56.757,43.243,20.01,0.875,bicubic,-52.440,-41.903,+188
coat_lite_mini.in1k,224,40.300,59.700,55.657,44.343,11.01,0.900,bicubic,-53.220,-42.943,+52
xception65.tf_in1k,299,40.300,59.700,55.250,44.750,39.92,0.903,bicubic,-53.500,-43.380,-21
sebotnet33ts_256.a1h_in1k,256,40.297,59.703,53.147,46.853,13.70,0.940,bicubic,-54.043,-45.393,-163
efficientnet_el_pruned.in1k,300,40.290,59.710,56.830,43.170,10.59,0.904,bicubic,-53.780,-42.180,-82
mobileone_s2.apple_in1k,224,40.287,59.713,57.993,42.007,7.88,0.900,bilinear,-52.343,-40.687,+196
resnet101.a2_in1k,288,40.260,59.740,54.237,45.763,44.55,1.000,bicubic,-54.630,-45.013,-326
resnet50.ra_in1k,288,40.250,59.750,56.253,43.747,25.56,0.950,bicubic,-53.920,-42.607,-113
resnext50_32x4d.a1_in1k,224,40.230,59.770,54.167,45.833,25.03,0.950,bicubic,-53.570,-44.743,-25
eca_resnet33ts.ra2_in1k,256,40.190,59.810,56.980,43.020,19.68,0.900,bicubic,-53.690,-42.040,-48
resnet50.c2_in1k,288,40.180,59.820,55.280,44.720,25.56,1.000,bicubic,-54.090,-43.760,-149
convnext_pico.d1_in1k,224,40.177,59.823,56.040,43.960,9.05,0.875,bicubic,-53.333,-42.740,+44
hrnet_w48.ms_in1k,224,40.163,59.837,56.613,43.387,77.47,0.875,bilinear,-53.877,-42.407,-84
resnext50d_32x4d.bt_in1k,224,40.160,59.840,55.673,44.327,25.05,0.875,bicubic,-53.680,-43.217,-41
poolformerv2_s12.sail_in1k,224,40.147,59.853,57.460,42.540,11.89,1.000,bicubic,-52.763,-41.070,+148
resnetblur50.bt_in1k,288,40.147,59.853,56.230,43.770,25.56,0.950,bicubic,-54.013,-42.730,-120
mobilevitv2_200.cvnets_in1k,256,40.137,59.863,55.583,44.417,18.45,0.888,bicubic,-54.423,-43.477,-242
darknetaa53.c2ns_in1k,288,40.123,59.877,55.767,44.233,36.02,1.000,bilinear,-54.127,-43.203,-149
hrnet_w30.ms_in1k,224,40.120,59.880,57.083,42.917,37.71,0.875,bilinear,-53.280,-41.767,+69
efficientnet_b0.ra4_e3600_r224_in1k,256,40.117,59.883,56.137,43.863,5.29,1.000,bicubic,-53.383,-42.473,+40
vit_base_patch16_224.sam_in1k,224,40.113,59.887,55.553,44.447,86.57,0.900,bicubic,-53.777,-43.337,-62
resnetv2_34d.ra4_e3600_r384_in1k,448,40.110,59.890,55.497,44.503,21.82,1.000,bicubic,-54.390,-43.503,-230
fastvit_t12.apple_in1k,256,40.080,59.920,55.247,44.753,7.55,0.900,bicubic,-53.420,-43.593,+38
legacy_seresnet152.in1k,224,40.070,59.930,55.883,44.117,66.82,0.875,bilinear,-53.350,-42.967,+56
resnet50_gn.a1h_in1k,288,40.047,59.953,54.953,45.047,25.56,0.950,bicubic,-54.573,-44.197,-271
tf_efficientnet_b1.aa_in1k,240,40.043,59.957,56.180,43.820,7.79,0.882,bicubic,-53.677,-42.620,-21
efficientnet_b0.ra4_e3600_r224_in1k,224,40.027,59.973,55.783,44.217,5.29,0.900,bicubic,-53.103,-42.927,+96
resnet50.d_in1k,288,40.000,60.000,54.670,45.330,25.56,1.000,bicubic,-54.490,-44.350,-233
regnetx_080.pycls_in1k,224,39.987,60.013,56.077,43.923,39.57,0.875,bicubic,-53.803,-42.753,-43
resnet101c.gluon_in1k,224,39.983,60.017,55.233,44.767,44.57,0.875,bicubic,-53.747,-43.587,-27
seresnet50.a1_in1k,224,39.973,60.027,55.193,44.807,28.09,0.950,bicubic,-53.577,-43.377,+16
shvit_s3.in1k,224,39.950,60.050,56.107,43.893,14.25,0.875,bicubic,-52.810,-42.393,+153
seresnet33ts.ra2_in1k,288,39.930,60.070,56.350,43.650,19.78,1.000,bicubic,-54.330,-42.600,-168
fastvit_s12.apple_in1k,256,39.917,60.083,54.777,45.223,9.47,0.900,bicubic,-53.743,-43.953,-14
resmlp_12_224.fb_distilled_in1k,224,39.883,60.117,57.423,42.577,15.35,0.875,bicubic,-52.997,-41.227,+135
convnext_pico_ols.d1_in1k,288,39.840,60.160,55.583,44.417,9.06,1.000,bicubic,-54.190,-43.427,-103
resnet34.a1_in1k,224,39.820,60.180,54.677,45.323,21.80,0.950,bicubic,-52.110,-43.693,+232
seresnet33ts.ra2_in1k,256,39.810,60.190,56.517,43.483,19.78,0.900,bicubic,-54.440,-42.253,-167
tf_efficientnetv2_b0.in1k,224,39.803,60.197,56.283,43.717,7.14,0.875,bicubic,-53.257,-42.427,+90
tf_efficientnetv2_b0.in1k,192,39.800,60.200,56.257,43.743,7.14,0.875,bicubic,-52.460,-42.013,+204
ecaresnet50t.a3_in1k,160,39.793,60.207,55.553,44.447,25.57,0.950,bicubic,-52.817,-43.077,+164
res2net50_26w_8s.in1k,224,39.767,60.233,54.937,45.063,48.40,0.875,bilinear,-53.653,-43.733,+40
res2net101_26w_4s.in1k,224,39.763,60.237,54.583,45.417,45.21,0.875,bilinear,-53.767,-44.277,+8
darknetaa53.c2ns_in1k,256,39.760,60.240,55.430,44.570,36.02,0.887,bilinear,-54.030,-43.510,-59
vit_small_patch32_224.augreg_in21k_ft_in1k,224,39.757,60.243,55.290,44.710,22.88,0.900,bicubic,-52.493,-43.190,+201
darknet53.c2ns_in1k,288,39.743,60.257,55.367,44.633,41.61,1.000,bicubic,-54.627,-43.693,-217
regnetx_120.pycls_in1k,224,39.737,60.263,55.663,44.337,46.11,0.875,bicubic,-54.563,-43.527,-196
resnet50d.a1_in1k,224,39.737,60.263,54.137,45.863,25.58,0.950,bicubic,-54.203,-44.493,-97
mambaout_femto.in1k,288,39.710,60.290,55.657,44.343,7.30,1.000,bicubic,-54.500,-43.393,-171
hrnet_w44.ms_in1k,224,39.690,60.310,55.327,44.673,67.06,0.875,bilinear,-53.960,-43.433,-29
resnetv2_34d.ra4_e3600_r224_in1k,224,39.680,60.320,54.177,45.823,21.82,0.900,bicubic,-53.360,-44.523,+85
lambda_resnet50ts.a1h_in1k,256,39.667,60.333,54.307,45.693,21.54,0.950,bicubic,-54.903,-44.353,-282
dla102x.in1k,224,39.653,60.347,56.490,43.510,26.31,0.875,bilinear,-53.877,-42.130,-4
xception41.tf_in1k,299,39.653,60.347,54.997,45.003,26.97,0.903,bicubic,-53.817,-43.673,+15
tf_efficientnetv2_b1.in1k,240,39.640,60.360,55.470,44.530,8.14,0.882,bicubic,-54.090,-43.380,-54
tf_efficientnet_b2.in1k,260,39.630,60.370,56.187,43.813,9.11,0.890,bicubic,-54.110,-42.483,-57
densenet161.tv_in1k,224,39.630,60.370,56.163,43.837,28.68,0.875,bicubic,-53.320,-42.527,+96
sehalonet33ts.ra2_in1k,256,39.623,60.377,53.980,46.020,13.69,0.940,bicubic,-54.897,-44.800,-272
resmlp_big_24_224.fb_in1k,224,39.593,60.407,54.773,45.227,129.14,0.875,bicubic,-54.677,-44.267,-195
mixnet_xl.ra_in1k,224,39.563,60.437,55.840,44.160,11.90,0.875,bicubic,-54.687,-43.000,-190
hrnet_w32.ms_in1k,224,39.550,60.450,56.247,43.753,41.23,0.875,bilinear,-53.420,-42.493,+85
vit_small_patch16_384.augreg_in1k,384,39.530,60.470,54.210,45.790,22.20,1.000,bicubic,-55.120,-44.930,-313
gcresnet33ts.ra2_in1k,256,39.510,60.490,55.847,44.153,19.88,0.900,bicubic,-54.380,-43.083,-105
xcit_tiny_12_p16_224.fb_in1k,224,39.497,60.503,55.030,44.970,6.72,1.000,bicubic,-53.043,-43.620,+150
resnetv2_34d.ra4_e3600_r224_in1k,288,39.480,60.520,53.560,46.440,21.82,1.000,bicubic,-54.280,-45.350,-70
levit_128.fb_dist_in1k,224,39.470,60.530,55.337,44.663,9.21,0.900,bicubic,-53.580,-43.353,+68
levit_conv_128.fb_dist_in1k,224,39.460,60.540,55.447,44.553,9.21,0.900,bicubic,-53.600,-43.253,+63
rexnet_130.nav_in1k,224,39.447,60.553,56.620,43.380,7.56,0.875,bicubic,-54.223,-42.180,-49
ecaresnet50t.a1_in1k,288,39.437,60.563,53.630,46.370,25.57,1.000,bicubic,-55.453,-45.400,-387
convnext_pico.d1_in1k,288,39.433,60.567,55.370,44.630,9.05,0.950,bicubic,-54.607,-43.360,-140
darknet53.c2ns_in1k,256,39.423,60.577,55.083,44.917,41.61,0.887,bicubic,-54.637,-43.857,-147
convnextv2_femto.fcmae_ft_in1k,224,39.400,60.600,55.597,44.403,5.23,0.875,bicubic,-53.790,-43.063,+42
resnetv2_50x1_bit.goog_in21k_ft_in1k,448,39.397,60.603,57.883,42.117,25.55,1.000,bilinear,-55.363,-41.287,-359
regnety_120.pycls_in1k,224,39.397,60.603,55.347,44.653,51.82,0.875,bicubic,-54.673,-43.673,-152
regnety_064.pycls_in1k,224,39.390,60.610,55.823,44.177,30.58,0.875,bicubic,-54.730,-43.137,-164
inception_v3.tf_in1k,299,39.377,60.623,54.350,45.650,23.83,0.875,bicubic,-53.833,-44.130,+36
starnet_s4.in1k,224,39.370,60.630,55.610,44.390,7.48,0.875,bicubic,-54.130,-43.220,-15
tf_efficientnet_el.in1k,300,39.363,60.637,55.473,44.527,10.59,0.904,bicubic,-54.997,-43.567,-244
gcresnet33ts.ra2_in1k,288,39.343,60.657,55.917,44.083,19.88,1.000,bicubic,-54.997,-43.053,-239
densenetblur121d.ra_in1k,224,39.330,60.670,56.667,43.333,8.00,0.875,bicubic,-53.070,-41.743,+146
repghostnet_200.in1k,224,39.300,60.700,56.513,43.487,9.80,0.875,bicubic,-54.240,-42.077,-32
resnet101.tv_in1k,224,39.297,60.703,55.857,44.143,44.55,0.875,bilinear,-53.593,-42.793,+86
regnety_160.pycls_in1k,224,39.297,60.703,55.393,44.607,83.59,0.875,bicubic,-54.833,-43.757,-175
resnext50_32x4d.a2_in1k,224,39.293,60.707,53.733,46.267,25.03,0.950,bicubic,-54.477,-44.937,-91
resnet101.a3_in1k,224,39.280,60.720,53.703,46.297,44.55,0.950,bicubic,-54.590,-45.057,-122
resnet50s.gluon_in1k,224,39.267,60.733,55.093,44.907,25.68,0.875,bicubic,-54.313,-43.617,-50
resnext50_32x4d.a1_in1k,288,39.267,60.733,53.370,46.630,25.03,1.000,bicubic,-55.103,-45.800,-254
mobilevitv2_150.cvnets_in1k,256,39.260,60.740,55.193,44.807,10.59,0.888,bicubic,-54.820,-43.717,-167
densenet169.tv_in1k,224,39.193,60.807,55.850,44.150,14.15,0.875,bicubic,-53.147,-42.720,+143
tf_efficientnetv2_b2.in1k,260,39.187,60.813,54.617,45.383,10.10,0.890,bicubic,-54.873,-44.363,-164
swiftformer_s.dist_in1k,224,39.163,60.837,55.483,44.517,6.09,0.950,bicubic,-53.877,-43.067,+46
resnext50d_32x4d.bt_in1k,288,39.153,60.847,54.417,45.583,25.05,0.950,bicubic,-55.287,-44.643,-280
legacy_seresnet101.in1k,224,39.120,60.880,55.113,44.887,49.33,0.875,bilinear,-54.170,-43.677,+7
ecaresnet50t.a2_in1k,224,39.120,60.880,54.257,45.743,25.57,0.950,bicubic,-55.140,-44.753,-226
starnet_s3.in1k,224,39.080,60.920,55.720,44.280,5.75,0.875,bicubic,-54.060,-42.920,+26
efficientnet_b1_pruned.in1k,240,39.067,60.933,55.793,44.207,6.33,0.882,bicubic,-53.993,-42.897,+36
repvgg_b1g4.rvgg_in1k,224,39.043,60.957,56.500,43.500,39.97,0.875,bilinear,-54.007,-42.050,+36
resnet50.a1_in1k,288,38.993,61.007,53.267,46.733,25.56,1.000,bicubic,-55.317,-45.933,-247
resnext50_32x4d.a3_in1k,160,38.987,61.013,54.183,45.817,25.03,0.950,bicubic,-53.363,-44.077,+131
regnety_080.pycls_in1k,224,38.967,61.033,55.203,44.797,39.18,0.875,bicubic,-54.953,-43.877,-147
inception_v3.tv_in1k,299,38.957,61.043,53.827,46.173,23.83,0.875,bicubic,-53.943,-44.493,+65
crossvit_9_dagger_240.in1k,240,38.933,61.067,54.920,45.080,8.78,0.875,bicubic,-53.827,-43.630,+84
seresnet50.a2_in1k,224,38.917,61.083,53.810,46.190,28.09,0.950,bicubic,-54.773,-44.840,-88
dla102.in1k,224,38.913,61.087,55.377,44.623,33.27,0.875,bilinear,-54.367,-43.493,-1
legacy_seresnext50_32x4d.in1k,224,38.913,61.087,54.627,45.373,27.56,0.875,bilinear,-54.497,-44.273,-19
resnet33ts.ra2_in1k,256,38.903,61.097,55.543,44.457,19.68,0.900,bicubic,-54.737,-43.237,-81
visformer_tiny.in1k,224,38.870,61.130,55.047,44.953,10.32,0.900,bicubic,-54.100,-43.503,+40
res2net101d.in1k,224,38.843,61.157,53.020,46.980,45.23,0.875,bilinear,-55.707,-46.060,-328
regnety_040.pycls_in1k,224,38.837,61.163,55.613,44.387,20.65,0.875,bicubic,-54.773,-43.197,-77
regnetx_040.pycls_in1k,224,38.800,61.200,55.507,44.493,22.12,0.875,bicubic,-54.890,-43.433,-96
efficientvit_m5.r224_in1k,224,38.793,61.207,55.000,45.000,12.47,0.875,bicubic,-53.337,-43.500,+146
regnetx_032.pycls_in1k,224,38.770,61.230,55.153,44.847,15.30,0.875,bicubic,-54.530,-43.547,-13
resnet50d.a2_in1k,224,38.770,61.230,53.583,46.417,25.58,0.950,bicubic,-55.230,-45.097,-172
densenet121.ra_in1k,224,38.767,61.233,56.233,43.767,7.98,0.875,bicubic,-53.183,-42.047,+151
resnet32ts.ra2_in1k,256,38.763,61.237,55.847,44.153,17.96,0.900,bicubic,-54.817,-43.003,-77
res2net50_14w_8s.in1k,224,38.710,61.290,54.177,45.823,25.06,0.875,bilinear,-54.310,-44.523,+24
dla60_res2net.in1k,224,38.700,61.300,54.617,45.383,20.85,0.875,bilinear,-54.720,-44.223,-37
res2net50_26w_6s.in1k,224,38.700,61.300,53.780,46.220,37.05,0.875,bilinear,-54.870,-44.980,-76
dpn68.mx_in1k,224,38.693,61.307,54.733,45.267,12.61,0.875,bicubic,-53.587,-43.897,+120
densenetblur121d.ra_in1k,288,38.670,61.330,55.627,44.373,8.00,0.950,bicubic,-54.340,-42.973,+22
wide_resnet50_2.tv_in1k,224,38.667,61.333,54.613,45.387,68.88,0.875,bilinear,-54.803,-44.357,-55
resnet33ts.ra2_in1k,288,38.660,61.340,55.223,44.777,19.68,1.000,bicubic,-55.290,-43.647,-174
selecsls60.in1k,224,38.653,61.347,55.710,44.290,30.67,0.875,bicubic,-54.337,-43.120,+21
resnet50.bt_in1k,224,38.650,61.350,55.470,44.530,25.56,0.875,bicubic,-54.460,-43.290,+3
regnetx_016.tv2_in1k,224,38.623,61.377,54.783,45.217,9.19,0.965,bicubic,-55.407,-44.137,-191
dpn68b.mx_in1k,224,38.620,61.380,55.183,44.817,12.61,0.875,bicubic,-54.340,-43.307,+26
dla60x.in1k,224,38.613,61.387,55.503,44.497,17.35,0.875,bilinear,-54.607,-43.217,-16
resnet50.a2_in1k,224,38.603,61.397,53.107,46.893,25.56,0.950,bicubic,-55.127,-45.653,-124
selecsls60b.in1k,224,38.587,61.413,55.330,44.670,32.77,0.875,bicubic,-54.893,-43.510,-65
resnetrs50.tf_in1k,160,38.587,61.413,54.083,45.917,35.69,0.910,bicubic,-54.333,-44.517,+31
tf_efficientnet_b0.aa_in1k,224,38.557,61.443,56.133,43.867,5.29,0.875,bicubic,-53.833,-42.347,+96
ecaresnet26t.ra2_in1k,256,38.533,61.467,55.383,44.617,16.01,0.875,bicubic,-54.887,-43.297,-49
resnet32ts.ra2_in1k,288,38.520,61.480,55.550,44.450,17.96,1.000,bicubic,-55.080,-43.290,-97
seresnet50.a1_in1k,288,38.513,61.487,53.403,46.597,28.09,1.000,bicubic,-55.697,-45.507,-252
hardcorenas_f.miil_green_in1k,224,38.510,61.490,55.720,44.280,8.20,0.875,bilinear,-54.520,-42.930,+3
dla60_res2next.in1k,224,38.503,61.497,54.987,45.013,17.03,0.875,bilinear,-55.107,-43.703,-103
hrnet_w18_small_v2.gluon_in1k,224,38.500,61.500,56.247,43.753,15.60,0.875,bicubic,-54.480,-42.533,+8
repvgg_a2.rvgg_in1k,224,38.497,61.503,55.820,44.180,28.21,0.875,bilinear,-54.163,-42.740,+63
regnetx_064.pycls_in1k,224,38.490,61.510,55.030,44.970,26.21,0.875,bicubic,-55.180,-43.680,-123
resnet50.gluon_in1k,224,38.460,61.540,54.893,45.107,25.56,0.875,bicubic,-54.110,-43.647,+71
resmlp_12_224.fb_in1k,224,38.450,61.550,56.363,43.637,15.35,0.875,bicubic,-53.680,-42.207,+115
tf_efficientnet_cc_b0_4e.in1k,224,38.440,61.560,55.180,44.820,13.31,0.875,bicubic,-54.420,-43.250,+33
resnet50d.a1_in1k,288,38.417,61.583,52.867,47.133,25.58,1.000,bicubic,-55.943,-45.923,-307
hrnet_w18.ms_in1k,224,38.390,61.610,55.790,44.210,21.30,0.875,bilinear,-54.360,-42.860,+43
ghostnetv2_160.in1k,224,38.367,61.633,55.647,44.353,12.39,0.875,bicubic,-54.763,-43.013,-23
tinynet_a.in1k,192,38.347,61.653,55.497,44.503,6.19,0.875,bicubic,-54.473,-43.103,+32
regnety_008_tv.tv2_in1k,224,38.330,61.670,54.383,45.617,6.43,0.965,bicubic,-54.830,-44.297,-28
resnet34.a1_in1k,288,38.323,61.677,52.350,47.650,21.80,1.000,bicubic,-54.697,-46.240,-7
densenet121.ra_in1k,288,38.253,61.747,55.217,44.783,7.98,0.950,bicubic,-54.497,-43.413,+39
mixnet_l.ft_in1k,224,38.237,61.763,54.870,45.130,7.33,0.875,bicubic,-55.033,-43.880,-44
convnext_femto.d1_in1k,224,38.217,61.783,54.710,45.290,5.22,0.875,bicubic,-54.663,-43.800,+21
ecaresnet50t.a3_in1k,224,38.203,61.797,53.593,46.407,25.57,0.950,bicubic,-55.657,-45.517,-187
resnet50d.a3_in1k,160,38.187,61.813,53.827,46.173,25.58,0.950,bicubic,-54.093,-44.503,+87
poolformer_s12.sail_in1k,224,38.180,61.820,56.390,43.610,11.92,0.900,bicubic,-54.340,-42.000,+61
regnety_032.pycls_in1k,224,38.177,61.823,54.473,45.527,19.44,0.875,bicubic,-55.313,-44.487,-92
efficientnet_b1.ft_in1k,256,38.170,61.830,54.033,45.967,7.79,1.000,bicubic,-54.850,-44.677,-17
hardcorenas_e.miil_green_in1k,224,38.147,61.853,55.217,44.783,8.07,0.875,bilinear,-54.803,-43.463,-1
ecaresnet50t.a2_in1k,288,38.147,61.853,53.023,46.977,25.57,1.000,bicubic,-56.433,-46.027,-391
vit_base_patch16_224.augreg_in1k,224,38.140,61.860,50.707,49.293,86.57,0.900,bicubic,-55.200,-47.993,-63
coat_lite_tiny.in1k,224,38.077,61.923,53.463,46.537,5.72,0.900,bicubic,-54.803,-45.057,+11
gmixer_24_224.ra3_in1k,224,37.983,62.017,52.147,47.853,24.72,0.875,bicubic,-54.687,-46.093,+38
hardcorenas_c.miil_green_in1k,224,37.980,62.020,55.700,44.300,5.52,0.875,bilinear,-54.340,-42.630,+73
resnext50_32x4d.a2_in1k,288,37.967,62.033,52.377,47.623,25.03,1.000,bicubic,-56.233,-46.463,-276
resnet50.a3_in1k,160,37.960,62.040,53.320,46.680,25.56,0.950,bicubic,-53.700,-44.740,+122
resnetrs50.tf_in1k,224,37.950,62.050,53.300,46.700,35.69,0.910,bicubic,-56.100,-45.410,-238
mobilevitv2_125.cvnets_in1k,256,37.927,62.073,54.103,45.897,7.48,0.888,bicubic,-55.553,-44.737,-102
res2net50_26w_4s.in1k,224,37.897,62.103,53.133,46.867,25.70,0.875,bilinear,-55.293,-45.737,-52
shvit_s2.in1k,224,37.890,62.110,54.397,45.603,11.48,0.875,bicubic,-53.320,-43.843,+147
resnet50c.gluon_in1k,224,37.887,62.113,54.203,45.797,25.58,0.875,bicubic,-55.043,-44.507,-11
efficientnet_es.ra_in1k,224,37.853,62.147,54.987,45.013,5.44,0.875,bicubic,-55.097,-43.813,-16
resnest14d.gluon_in1k,224,37.827,62.173,56.613,43.387,10.61,0.875,bilinear,-53.313,-41.737,+149
efficientformerv2_s0.snap_dist_in1k,224,37.813,62.187,54.017,45.983,3.60,0.950,bicubic,-54.037,-44.353,+101
convnext_femto.d1_in1k,288,37.810,62.190,54.287,45.713,5.22,0.950,bicubic,-55.650,-44.393,-102
mobilenetv1_125.ra4_e3600_r224_in1k,256,37.803,62.197,53.850,46.150,6.27,1.000,bicubic,-54.747,-44.750,+39
mobilenetv1_125.ra4_e3600_r224_in1k,224,37.787,62.213,54.193,45.807,6.27,0.900,bicubic,-54.293,-44.107,+85
resnext50_32x4d.tv_in1k,224,37.787,62.213,54.143,45.857,25.03,0.875,bilinear,-55.113,-44.547,-10
pit_ti_distilled_224.in1k,224,37.783,62.217,55.690,44.310,5.10,0.900,bicubic,-52.957,-42.550,+160
seresnet50.a2_in1k,288,37.740,62.260,52.313,47.687,28.09,1.000,bicubic,-56.710,-46.597,-370
resnet26t.ra2_in1k,256,37.733,62.267,55.313,44.687,16.01,0.940,bicubic,-54.947,-43.287,+16
resnet34.a2_in1k,224,37.707,62.293,52.573,47.427,21.80,0.950,bicubic,-54.063,-45.687,+97
efficientnet_b1.ft_in1k,224,37.687,62.313,53.870,46.130,7.79,0.875,bicubic,-54.673,-44.490,+48
seresnet50.a3_in1k,160,37.623,62.377,53.267,46.733,28.09,0.950,bicubic,-53.647,-44.963,+127
hardcorenas_d.miil_green_in1k,224,37.593,62.407,54.723,45.277,7.50,0.875,bilinear,-55.027,-43.687,+20
ecaresnet26t.ra2_in1k,320,37.593,62.407,54.380,45.620,16.01,0.950,bicubic,-56.377,-44.570,-240
vit_base_patch32_224.augreg_in1k,224,37.590,62.410,51.867,48.133,88.22,0.900,bicubic,-52.990,-46.333,+158
resnet50.bt_in1k,288,37.577,62.423,53.763,46.237,25.56,0.950,bicubic,-56.433,-45.127,-249
convnext_femto_ols.d1_in1k,224,37.533,62.467,53.413,46.587,5.23,0.875,bicubic,-55.377,-45.267,-25
res2next50.in1k,224,37.530,62.470,52.870,47.130,24.67,0.875,bilinear,-55.610,-45.780,-68
fastvit_t8.apple_dist_in1k,256,37.513,62.487,53.863,46.137,4.03,0.900,bicubic,-55.077,-44.587,+20
convnextv2_femto.fcmae_ft_in1k,288,37.463,62.537,53.653,46.347,5.23,0.950,bicubic,-56.297,-45.287,-196
lambda_resnet26t.c1_in1k,256,37.393,62.607,53.540,46.460,10.96,0.940,bicubic,-56.047,-45.340,-114
hrnet_w18.ms_aug_in1k,224,37.373,62.627,54.213,45.787,21.30,0.950,bilinear,-56.087,-44.787,-122
cs3darknet_focus_m.c2ns_in1k,256,37.370,62.630,54.113,45.887,9.30,0.887,bicubic,-55.450,-44.457,-16
convnext_femto_ols.d1_in1k,288,37.283,62.717,53.160,46.840,5.23,0.950,bicubic,-56.127,-45.610,-110
hardcorenas_b.miil_green_in1k,224,37.273,62.727,55.010,44.990,5.18,0.875,bilinear,-54.667,-43.330,+72
mobilenetv3_large_100.miil_in21k_ft_in1k,224,37.247,62.753,53.550,46.450,5.48,0.875,bilinear,-54.983,-44.690,+51
resnet50d.a2_in1k,288,37.243,62.757,51.823,48.177,25.58,1.000,bicubic,-57.237,-47.087,-401
res2net50d.in1k,224,37.223,62.777,51.303,48.697,25.72,0.875,bilinear,-57.047,-47.577,-335
resnet50.a2_in1k,288,37.203,62.797,51.450,48.550,25.56,1.000,bicubic,-56.927,-47.570,-290
dla60.in1k,224,37.183,62.817,54.293,45.707,22.04,0.875,bilinear,-55.527,-44.257,-8
res2net50_48w_2s.in1k,224,37.180,62.820,53.413,46.587,25.29,0.875,bilinear,-55.620,-45.047,-20
cs3darknet_focus_m.c2ns_in1k,288,37.173,62.827,53.947,46.053,9.30,0.950,bicubic,-55.947,-44.793,-78
fastvit_t8.apple_in1k,256,37.160,62.840,53.147,46.853,4.03,0.900,bicubic,-54.780,-45.183,+63
regnety_016.pycls_in1k,224,37.127,62.873,54.150,45.850,11.20,0.875,bicubic,-55.933,-44.510,-74
lambda_resnet26rpt_256.c1_in1k,256,37.127,62.873,53.843,46.157,10.99,0.940,bicubic,-56.313,-44.917,-128
vit_small_patch16_224.augreg_in1k,224,37.123,62.877,51.610,48.390,22.05,0.900,bicubic,-56.337,-47.220,-134
eca_halonext26ts.c1_in1k,256,37.117,62.883,53.090,46.910,10.76,0.940,bicubic,-56.443,-45.690,-163
bat_resnext26ts.ch_in1k,256,37.107,62.893,53.737,46.263,10.73,0.900,bicubic,-56.013,-45.013,-83
convnextv2_atto.fcmae_ft_in1k,224,37.097,62.903,53.090,46.910,3.71,0.875,bicubic,-55.083,-45.370,+43
rexnet_100.nav_in1k,224,37.063,62.937,54.103,45.897,4.80,0.875,bicubic,-55.777,-44.537,-34
tf_mixnet_l.in1k,224,37.057,62.943,52.760,47.240,7.33,0.875,bicubic,-55.993,-46.050,-76
mobileone_s1.apple_in1k,224,37.033,62.967,54.657,45.343,4.83,0.900,bilinear,-54.737,-43.813,+64
tf_efficientnet_b1.in1k,240,37.030,62.970,53.457,46.543,7.79,0.882,bicubic,-55.910,-45.203,-56
fasternet_t1.in1k,224,37.003,62.997,54.910,45.090,7.60,1.000,bicubic,-54.617,-43.210,+74
botnet26t_256.c1_in1k,256,36.980,63.020,53.090,46.910,12.49,0.950,bicubic,-56.430,-45.570,-128
resnet34.a2_in1k,288,36.967,63.033,51.520,48.480,21.80,1.000,bicubic,-55.623,-47.060,-9
resnet34.bt_in1k,224,36.927,63.073,53.617,46.383,21.80,0.875,bicubic,-54.303,-44.593,+96
tf_efficientnet_lite2.in1k,260,36.920,63.080,53.390,46.610,6.09,0.890,bicubic,-55.790,-45.230,-25
legacy_seresnet50.in1k,224,36.913,63.087,53.477,46.523,28.09,0.875,bilinear,-55.757,-45.183,-21
ghostnetv2_130.in1k,224,36.877,63.123,54.213,45.787,8.96,0.875,bicubic,-55.393,-44.157,+21
regnetx_016.pycls_in1k,224,36.863,63.137,53.423,46.577,9.19,0.875,bicubic,-55.737,-45.147,-15
mobilenetv1_100h.ra4_e3600_r224_in1k,256,36.787,63.213,53.133,46.867,5.28,0.950,bicubic,-55.563,-45.237,+9
halonet26t.a1h_in1k,256,36.783,63.217,52.233,47.767,12.48,0.950,bicubic,-56.837,-46.537,-193
densenet121.tv_in1k,224,36.767,63.233,53.997,46.003,7.98,0.875,bicubic,-54.673,-44.243,+75
mobilenetv2_120d.ra_in1k,224,36.723,63.277,53.950,46.050,5.83,0.875,bicubic,-55.937,-44.580,-25
hardcorenas_a.miil_green_in1k,224,36.713,63.287,54.863,45.137,5.26,0.875,bilinear,-54.947,-43.287,+58
eca_botnext26ts_256.c1_in1k,256,36.700,63.300,52.607,47.393,10.59,0.950,bicubic,-56.690,-46.093,-136
repghostnet_150.in1k,224,36.693,63.307,54.193,45.807,6.58,0.875,bicubic,-55.707,-44.327,-4
tf_efficientnet_lite1.in1k,240,36.687,63.313,53.733,46.267,5.42,0.882,bicubic,-55.613,-44.787,+8
efficientnet_b0.ra_in1k,224,36.673,63.327,53.597,46.403,5.29,0.875,bicubic,-55.797,-44.843,-13
resnext50_32x4d.a3_in1k,224,36.620,63.380,51.210,48.790,25.03,0.950,bicubic,-56.930,-47.560,-186
vit_base_patch32_224.sam_in1k,224,36.590,63.410,53.087,46.913,88.22,0.900,bicubic,-53.300,-44.513,+135
levit_conv_128s.fb_dist_in1k,224,36.583,63.417,53.077,46.923,7.78,0.900,bicubic,-54.957,-45.353,+62
cs3darknet_m.c2ns_in1k,256,36.580,63.420,53.610,46.390,9.31,0.887,bicubic,-56.140,-45.060,-43
levit_128s.fb_dist_in1k,224,36.577,63.423,53.083,46.917,7.78,0.900,bicubic,-55.003,-45.337,+57
ghostnetv3_100.in1k,224,36.560,63.440,54.147,45.853,8.13,0.875,bicubic,-55.700,-44.223,+6
efficientvit_m4.r224_in1k,224,36.560,63.440,53.307,46.693,8.80,0.875,bicubic,-54.190,-44.783,+99
xcit_nano_12_p8_224.fb_dist_in1k,224,36.530,63.470,52.887,47.113,3.05,1.000,bicubic,-55.870,-45.653,-13
repvgg_a1.rvgg_in1k,224,36.520,63.480,53.820,46.180,14.09,0.875,bilinear,-54.640,-44.370,+79
resnet34.a3_in1k,160,36.517,63.483,52.573,47.427,21.80,0.950,bicubic,-52.133,-44.807,+154
tf_efficientnet_em.in1k,240,36.477,63.523,52.907,47.093,6.90,0.882,bicubic,-56.723,-45.773,-128
mobilenetv1_100h.ra4_e3600_r224_in1k,224,36.460,63.540,52.797,47.203,5.28,0.875,bicubic,-55.200,-45.263,+43
cs3darknet_m.c2ns_in1k,288,36.443,63.557,53.237,46.763,9.31,0.950,bicubic,-56.807,-45.483,-137
mobilevitv2_100.cvnets_in1k,256,36.443,63.557,53.073,46.927,4.90,0.888,bicubic,-56.667,-45.527,-117
skresnet18.ra_in1k,224,36.330,63.670,54.253,45.747,11.96,0.875,bicubic,-53.840,-43.527,+116
repvgg_b0.rvgg_in1k,224,36.323,63.677,54.083,45.917,15.82,0.875,bilinear,-55.387,-44.317,+32
resnet34.bt_in1k,288,36.313,63.687,52.847,47.153,21.80,0.950,bicubic,-56.007,-45.793,-13
resnet50d.a3_in1k,224,36.310,63.690,51.330,48.670,25.58,0.950,bicubic,-57.090,-47.420,-159
mobilenetv3_large_100.ra4_e3600_r224_in1k,224,36.190,63.810,53.997,46.003,5.48,0.950,bicubic,-55.240,-44.163,+51
xcit_nano_12_p16_384.fb_dist_in1k,384,36.157,63.843,53.203,46.797,3.05,1.000,bicubic,-55.983,-45.287,+3
resnet50.tv_in1k,224,36.157,63.843,52.870,47.130,25.56,0.875,bilinear,-55.993,-45.520,+3
legacy_seresnet34.in1k,224,36.157,63.843,52.563,47.437,21.96,0.875,bilinear,-55.323,-45.657,+46
mobilenetv4_conv_small.e3600_r256_in1k,256,36.143,63.857,54.283,45.717,3.77,0.950,bicubic,-54.427,-43.697,+91
resnet34.tv_in1k,224,36.140,63.860,53.553,46.447,21.80,0.875,bilinear,-54.150,-44.417,+101
efficientvit_m3.r224_in1k,224,36.137,63.863,52.550,47.450,6.90,0.875,bicubic,-53.913,-45.320,+108
deit_tiny_distilled_patch16_224.fb_in1k,224,36.120,63.880,54.293,45.707,5.91,0.900,bicubic,-55.010,-43.977,+65
coat_tiny.in1k,224,36.103,63.897,51.083,48.917,5.50,0.900,bicubic,-57.407,-47.597,-199
starnet_s2.in1k,224,36.050,63.950,53.670,46.330,3.68,0.875,bicubic,-55.100,-44.650,+61
resnet50.a3_in1k,224,36.050,63.950,50.647,49.353,25.56,0.950,bicubic,-56.920,-48.183,-110
convnext_atto.d2_in1k,224,36.040,63.960,52.927,47.073,3.70,0.875,bicubic,-56.160,-45.383,-11
tf_efficientnet_lite0.in1k,224,36.033,63.967,53.487,46.513,4.65,0.875,bicubic,-55.327,-44.643,+43
convnextv2_atto.fcmae_ft_in1k,288,36.013,63.987,51.160,48.840,3.71,0.950,bicubic,-56.907,-47.600,-101
mobilenetv2_140.ra_in1k,224,36.010,63.990,53.977,46.023,6.11,0.875,bicubic,-56.070,-44.373,-1
resnetv2_18.ra4_e3600_r224_in1k,224,35.997,64.003,52.447,47.553,11.69,0.900,bicubic,-54.183,-45.283,+96
resnetv2_18d.ra4_e3600_r224_in1k,224,35.980,64.020,52.537,47.463,11.71,0.900,bicubic,-55.290,-45.683,+43
resnetv2_18d.ra4_e3600_r224_in1k,288,35.927,64.073,52.037,47.963,11.71,1.000,bicubic,-56.363,-46.373,-28
mobilenetv3_large_100.ra4_e3600_r224_in1k,256,35.857,64.143,53.770,46.230,5.48,1.000,bicubic,-55.953,-44.680,+8
selecsls42b.in1k,224,35.837,64.163,52.557,47.443,32.46,0.875,bicubic,-56.643,-45.883,-52
seresnext26ts.ch_in1k,256,35.830,64.170,54.000,46.000,10.39,0.900,bicubic,-56.960,-44.600,-87
resnetv2_18.ra4_e3600_r224_in1k,288,35.827,64.173,51.927,48.073,11.69,1.000,bicubic,-55.853,-46.393,+12
resnet34.gluon_in1k,224,35.823,64.177,52.363,47.637,21.80,0.875,bicubic,-55.287,-45.687,+54
resnet18d.ra4_e3600_r224_in1k,224,35.817,64.183,52.417,47.583,11.71,0.900,bicubic,-55.093,-45.773,+59
mobilenetv1_100.ra4_e3600_r224_in1k,256,35.787,64.213,52.597,47.403,4.23,0.950,bicubic,-56.293,-45.673,-13
convnext_atto.d2_in1k,288,35.783,64.217,52.347,47.653,3.70,0.950,bicubic,-56.997,-46.273,-91
xcit_nano_12_p8_384.fb_dist_in1k,384,35.757,64.243,52.313,47.687,3.05,1.000,bicubic,-57.623,-46.567,-183
resnet26t.ra2_in1k,320,35.753,64.247,53.583,46.417,16.01,1.000,bicubic,-57.207,-45.097,-125
mobilenetv4_conv_small.e3600_r256_in1k,320,35.737,64.263,53.453,46.547,3.77,1.000,bicubic,-56.183,-44.787,-6
seresnet50.a3_in1k,224,35.727,64.273,51.273,48.727,28.09,0.950,bicubic,-56.653,-47.057,-50
seresnext26ts.ch_in1k,288,35.723,64.277,53.470,46.530,10.39,1.000,bicubic,-57.247,-45.240,-131
mobilenetv1_100.ra4_e3600_r224_in1k,224,35.713,64.287,52.810,47.190,4.23,0.875,bicubic,-55.647,-45.280,+23
efficientnet_lite0.ra_in1k,224,35.690,64.310,53.720,46.280,4.65,0.875,bicubic,-55.580,-44.230,+25
resnet18.fb_ssl_yfcc100m_ft_in1k,224,35.647,64.353,53.820,46.180,11.69,0.875,bilinear,-55.043,-44.220,+57
dla34.in1k,224,35.647,64.353,52.837,47.163,15.74,0.875,bilinear,-55.613,-45.323,+27
mixnet_m.ft_in1k,224,35.643,64.357,52.460,47.540,5.01,0.875,bicubic,-56.627,-45.910,-42
mobilenetv3_rw.rmsp_in1k,224,35.640,64.360,53.767,46.233,5.48,0.875,bicubic,-55.920,-44.573,+9
convnext_atto_ols.a2_in1k,288,35.560,64.440,51.457,48.543,3.70,0.950,bicubic,-57.390,-47.133,-131
regnetx_008.tv2_in1k,224,35.557,64.443,51.503,48.497,7.26,0.965,bicubic,-56.913,-47.177,-69
convnext_atto_ols.a2_in1k,224,35.507,64.493,52.077,47.923,3.70,0.875,bicubic,-56.603,-46.303,-29
inception_next_atto.sail_in1k,224,35.497,64.503,52.780,47.220,4.16,0.875,bicubic,-56.063,-45.490,+4
efficientnet_es_pruned.in1k,224,35.397,64.603,52.883,47.117,5.44,0.875,bicubic,-56.313,-45.547,-10
resnet18d.ra4_e3600_r224_in1k,288,35.337,64.663,51.757,48.243,11.71,1.000,bicubic,-56.843,-46.593,-40
repghostnet_130.in1k,224,35.323,64.677,52.740,47.260,5.48,0.875,bicubic,-56.607,-45.650,-22
mobilenetv2_110d.ra_in1k,224,35.287,64.713,52.810,47.190,4.52,0.875,bicubic,-56.033,-45.340,+12
tf_mixnet_m.in1k,224,35.250,64.750,51.003,48.997,5.01,0.875,bicubic,-56.930,-47.337,-44
hrnet_w18_small_v2.ms_in1k,224,35.237,64.763,52.543,47.457,15.60,0.875,bilinear,-55.953,-45.807,+21
xcit_nano_12_p16_224.fb_dist_in1k,224,35.210,64.790,52.607,47.393,3.05,1.000,bicubic,-54.990,-45.153,+62
mobilenetv4_conv_small.e2400_r224_in1k,256,35.207,64.793,53.010,46.990,3.77,0.950,bicubic,-55.893,-45.070,+30
resnet18d.ra2_in1k,224,35.143,64.857,52.900,47.100,11.71,0.875,bicubic,-54.877,-44.940,+67
resnext26ts.ra2_in1k,256,35.110,64.890,53.437,46.563,10.30,0.900,bicubic,-57.150,-45.023,-54
convit_tiny.fb_in1k,224,35.100,64.900,51.830,48.170,5.71,0.875,bicubic,-55.480,-45.910,+42
resnet34.a3_in1k,224,35.090,64.910,50.520,49.480,21.80,0.950,bicubic,-55.210,-47.370,+53
resnet18.a1_in1k,224,35.033,64.967,50.983,49.017,11.69,0.950,bicubic,-54.117,-46.347,+83
mobilenetv4_conv_small.e2400_r224_in1k,224,35.013,64.987,52.897,47.103,3.77,0.875,bicubic,-55.527,-45.063,+44
tinynet_b.in1k,188,35.013,64.987,52.120,47.880,3.73,0.875,bicubic,-56.107,-45.950,+18
gcresnext26ts.ch_in1k,288,35.013,64.987,51.460,48.540,10.48,1.000,bicubic,-57.797,-47.150,-126
gcresnext26ts.ch_in1k,256,34.990,65.010,51.660,48.340,10.48,0.900,bicubic,-57.470,-46.840,-86
shvit_s1.in1k,224,34.963,65.037,52.047,47.953,6.33,0.875,bicubic,-54.807,-45.683,+65
eca_resnext26ts.ch_in1k,256,34.953,65.047,52.340,47.660,10.30,0.900,bicubic,-57.487,-46.270,-86
regnety_004.tv2_in1k,224,34.937,65.063,51.397,48.603,4.34,0.965,bicubic,-56.653,-46.893,-19
eca_resnext26ts.ch_in1k,288,34.927,65.073,52.357,47.643,10.30,1.000,bicubic,-57.843,-46.353,-126
regnety_008.pycls_in1k,224,34.883,65.117,51.887,48.113,6.26,0.875,bicubic,-57.007,-46.533,-39
ese_vovnet19b_dw.ra_in1k,224,34.843,65.157,51.987,48.013,6.54,0.875,bicubic,-57.167,-46.533,-49
resnext26ts.ra2_in1k,288,34.790,65.210,52.820,47.180,10.30,1.000,bicubic,-57.640,-45.570,-90
mobilenetv4_conv_small.e1200_r224_in1k,256,34.767,65.233,52.690,47.310,3.77,0.950,bicubic,-55.503,-45.410,+43
mobilenetv3_large_100.ra_in1k,224,34.673,65.327,52.933,47.067,5.48,0.875,bicubic,-56.797,-45.387,-18
crossvit_9_240.in1k,240,34.670,65.330,51.797,48.203,8.55,0.875,bicubic,-56.410,-46.513,+12
tf_efficientnet_b0.in1k,224,34.660,65.340,51.163,48.837,5.29,0.875,bicubic,-57.640,-47.387,-81
pit_ti_224.in1k,224,34.630,65.370,52.133,47.867,4.85,0.900,bicubic,-55.810,-45.547,+32
seresnext26t_32x4d.bt_in1k,224,34.563,65.437,51.487,48.513,16.81,0.875,bicubic,-58.237,-47.053,-139
seresnext26d_32x4d.bt_in1k,224,34.560,65.440,51.477,48.523,16.81,0.875,bicubic,-57.900,-47.063,-101
pvt_v2_b0.in1k,224,34.410,65.590,53.093,46.907,3.67,0.900,bicubic,-54.570,-44.587,+66
resnet26d.bt_in1k,224,34.340,65.660,51.830,48.170,16.01,0.875,bicubic,-57.880,-46.640,-74
fbnetc_100.rmsp_in1k,224,34.337,65.663,51.490,48.510,5.57,0.875,bilinear,-56.913,-46.340,-11
mixer_b16_224.goog_in21k_ft_in1k,224,34.323,65.677,48.070,51.930,59.88,0.875,bicubic,-56.797,-50.010,0
mobilenetv4_conv_small.e1200_r224_in1k,224,34.303,65.697,52.343,47.657,3.77,0.875,bicubic,-55.817,-45.637,+37
tf_efficientnet_es.in1k,224,34.300,65.700,51.507,48.493,5.44,0.875,bicubic,-57.810,-46.923,-68
regnety_006.pycls_in1k,224,34.283,65.717,51.423,48.577,6.06,0.875,bicubic,-57.317,-46.997,-38
resnet18d.ra2_in1k,288,34.240,65.760,51.690,48.310,11.71,0.950,bicubic,-56.530,-46.480,+5
starnet_s1.in1k,224,34.200,65.800,50.773,49.227,2.87,0.875,bicubic,-56.530,-47.057,+9
ghostnetv2_100.in1k,224,34.167,65.833,52.050,47.950,6.16,0.875,bicubic,-57.463,-46.230,-43
swiftformer_xs.dist_in1k,224,34.160,65.840,50.777,49.223,3.48,0.950,bicubic,-56.680,-47.223,+1
convnext_zepto_rms.ra4_e3600_r224_in1k,224,34.100,65.900,48.240,51.760,2.16,0.875,bicubic,-55.940,-49.690,+32
repvgg_a0.rvgg_in1k,224,34.090,65.910,52.000,48.000,9.11,0.875,bilinear,-55.720,-45.500,+37
resnet18.a1_in1k,288,34.050,65.950,49.517,50.483,11.69,1.000,bicubic,-56.140,-48.263,+25
tf_mobilenetv3_large_100.in1k,224,33.993,66.007,51.553,48.447,5.48,0.875,bilinear,-57.417,-46.677,-33
mnasnet_100.rmsp_in1k,224,33.873,66.127,51.217,48.783,4.38,0.875,bicubic,-57.387,-46.813,-25
convnext_zepto_rms_ols.ra4_e3600_r224_in1k,224,33.850,66.150,48.160,51.840,2.16,0.900,bicubic,-56.590,-49.840,+14
regnetx_004_tv.tv2_in1k,224,33.837,66.163,49.890,50.110,5.50,0.965,bicubic,-57.283,-47.520,-15
repghostnet_111.in1k,224,33.807,66.193,51.550,48.450,4.54,0.875,bicubic,-57.303,-46.630,-13
mobilevit_s.cvnets_in1k,256,33.790,66.210,49.480,50.520,5.58,0.900,bicubic,-59.390,-49.140,-224
ese_vovnet19b_dw.ra_in1k,288,33.767,66.233,50.937,49.063,6.54,0.950,bicubic,-58.973,-47.743,-151
regnetx_008.pycls_in1k,224,33.733,66.267,50.580,49.420,7.26,0.875,bicubic,-57.487,-47.800,-28
lcnet_100.ra2_in1k,224,33.720,66.280,52.103,47.897,2.95,0.875,bicubic,-55.210,-45.267,+46
semnasnet_075.rmsp_in1k,224,33.710,66.290,52.430,47.570,2.91,0.875,bicubic,-56.570,-45.500,+12
vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,384,33.667,66.333,50.760,49.240,6.36,1.000,bicubic,-58.043,-47.700,-66
xcit_nano_12_p8_224.fb_in1k,224,33.623,66.377,50.430,49.570,3.05,1.000,bicubic,-57.567,-47.850,-29
mixnet_s.ft_in1k,224,33.620,66.380,51.023,48.977,4.13,0.875,bicubic,-58.200,-47.317,-73
resnet26.bt_in1k,224,33.597,66.403,51.010,48.990,16.00,0.875,bicubic,-57.863,-47.260,-50
vit_tiny_patch16_384.augreg_in21k_ft_in1k,384,33.557,66.443,50.963,49.037,5.79,1.000,bicubic,-59.943,-47.707,-291
semnasnet_100.rmsp_in1k,224,33.557,66.443,50.830,49.170,3.89,0.875,bicubic,-58.103,-47.440,-66
spnasnet_100.rmsp_in1k,224,33.503,66.497,51.310,48.690,4.42,0.875,bilinear,-57.167,-46.650,-10
crossvit_tiny_240.in1k,240,33.443,66.557,49.960,50.040,7.01,0.875,bicubic,-57.097,-47.860,-6
mobilevitv2_075.cvnets_in1k,256,33.420,66.580,50.143,49.857,2.87,0.888,bicubic,-58.590,-48.177,-89
vgg19_bn.tv_in1k,224,33.310,66.690,50.883,49.117,143.68,0.875,bilinear,-57.670,-47.227,-24
regnetx_006.pycls_in1k,224,33.277,66.723,50.327,49.673,6.20,0.875,bicubic,-57.493,-47.763,-21
resnet18.a2_in1k,224,33.267,66.733,49.520,50.480,11.69,0.950,bicubic,-54.943,-47.660,+43
cs3darknet_focus_s.ra4_e3600_r256_in1k,256,33.233,66.767,51.107,48.893,3.27,0.887,bicubic,-56.717,-46.523,+9
efficientvit_m2.r224_in1k,224,33.190,66.810,49.780,50.220,4.19,0.875,bicubic,-55.750,-47.580,+30
edgenext_x_small.in1k,288,33.140,66.860,49.043,50.957,2.34,1.000,bicubic,-58.450,-49.147,-68
repghostnet_100.in1k,224,33.133,66.867,50.753,49.247,4.07,0.875,bicubic,-57.547,-47.357,-20
seresnext26t_32x4d.bt_in1k,288,33.073,66.927,50.247,49.753,16.81,0.950,bicubic,-60.267,-48.413,-267
xcit_nano_12_p16_224.fb_in1k,224,33.037,66.963,50.067,49.933,3.05,1.000,bicubic,-55.863,-47.373,+28
resnet18.tv_in1k,224,33.023,66.977,51.143,48.857,11.69,0.875,bilinear,-55.177,-46.197,+38
seresnext26d_32x4d.bt_in1k,288,32.997,67.003,49.863,50.137,16.81,0.950,bicubic,-60.063,-48.697,-236
mobileone_s0.apple_in1k,224,32.980,67.020,51.090,48.910,5.29,0.875,bilinear,-55.790,-46.140,+26
hrnet_w18_small.gluon_in1k,224,32.847,67.153,50.497,49.503,13.19,0.875,bicubic,-57.463,-47.253,-13
legacy_seresnext26_32x4d.in1k,224,32.763,67.237,49.220,50.780,16.79,0.875,bicubic,-59.827,-49.210,-159
hrnet_w18_small.ms_in1k,224,32.730,67.270,50.643,49.357,13.19,0.875,bilinear,-57.150,-47.247,0
edgenext_x_small.in1k,256,32.720,67.280,48.670,51.330,2.34,0.900,bicubic,-58.710,-49.740,-68
deit_tiny_patch16_224.fb_in1k,224,32.713,67.287,50.327,49.673,5.72,0.900,bicubic,-56.927,-47.633,+4
legacy_seresnet18.in1k,224,32.677,67.323,50.327,49.673,11.78,0.875,bicubic,-56.613,-47.383,+9
regnetx_004.pycls_in1k,224,32.603,67.397,49.387,50.613,5.16,0.875,bicubic,-56.887,-48.433,+4
ghostnet_100.in1k,224,32.597,67.403,50.417,49.583,5.18,0.875,bicubic,-57.873,-47.523,-24
mobilenetv2_100.ra_in1k,224,32.593,67.407,50.870,49.130,3.50,0.875,bicubic,-57.267,-46.970,-5
resnet26d.bt_in1k,288,32.477,67.523,50.093,49.907,16.01,0.950,bicubic,-60.103,-48.547,-165
resnet18.gluon_in1k,224,32.423,67.577,49.730,50.270,11.69,0.875,bicubic,-56.267,-47.380,+17
regnety_004.pycls_in1k,224,32.397,67.603,49.497,50.503,4.34,0.875,bicubic,-58.353,-48.563,-41
cs3darknet_focus_s.ra4_e3600_r256_in1k,320,32.323,67.677,49.887,50.113,3.27,1.000,bicubic,-58.247,-48.173,-33
tf_mixnet_s.in1k,224,32.220,67.780,48.593,51.407,4.13,0.875,bicubic,-59.470,-49.627,-98
resnet18.a2_in1k,288,32.183,67.817,47.907,52.093,11.69,1.000,bicubic,-57.357,-49.753,-5
vit_tiny_patch16_224.augreg_in21k_ft_in1k,224,32.150,67.850,49.103,50.897,5.72,0.900,bicubic,-59.790,-49.307,-113
resnet26.bt_in1k,288,32.147,67.853,49.510,50.490,16.00,0.950,bicubic,-60.013,-49.040,-129
tf_mobilenetv3_large_075.in1k,224,31.970,68.030,49.150,50.850,3.99,0.875,bilinear,-58.370,-48.700,-31
tf_mobilenetv3_large_minimal_100.in1k,224,31.680,68.320,49.443,50.557,3.92,0.875,bilinear,-57.520,-47.847,0
resnet18.a3_in1k,160,31.587,68.413,48.370,51.630,11.69,0.950,bicubic,-53.453,-47.570,+35
efficientvit_m1.r224_in1k,224,31.260,68.740,48.470,51.530,2.98,0.875,bicubic,-55.930,-48.240,+20
repghostnet_080.in1k,224,30.973,69.027,48.837,51.163,3.28,0.875,bicubic,-58.477,-48.633,-10
vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,224,30.870,69.130,47.680,52.320,6.34,0.900,bicubic,-58.540,-50.020,-10
tinynet_c.in1k,184,30.530,69.470,48.537,51.463,2.46,0.875,bicubic,-57.920,-48.733,+7
lcnet_075.ra2_in1k,224,30.380,69.620,48.760,51.240,2.36,0.875,bicubic,-56.630,-47.790,+19
vgg16_bn.tv_in1k,224,30.380,69.620,47.317,52.683,138.37,0.875,bilinear,-60.140,-50.683,-42
efficientvit_b0.r224_in1k,224,30.113,69.887,46.713,53.287,3.41,0.950,bicubic,-58.137,-50.167,+6
resnet18.a3_in1k,224,30.093,69.907,46.313,53.687,11.69,0.950,bicubic,-56.957,-50.357,+16
resnet10t.c3_in1k,176,29.790,70.210,47.817,52.183,5.44,0.875,bicubic,-55.700,-48.473,+22
edgenext_xx_small.in1k,288,29.747,70.253,46.507,53.493,1.33,1.000,bicubic,-60.063,-51.283,-24
mobilevit_xs.cvnets_in1k,256,29.693,70.307,46.090,53.910,2.32,0.900,bicubic,-61.577,-52.050,-89
regnety_002.pycls_in1k,224,29.683,70.317,46.823,53.177,3.16,0.875,bicubic,-58.517,-50.287,+3
edgenext_xx_small.in1k,256,29.447,70.553,46.373,53.627,1.33,0.900,bicubic,-59.803,-50.877,-17
fasternet_t0.in1k,224,29.347,70.653,47.040,52.960,3.91,1.000,bicubic,-59.363,-50.040,-7
mobilenetv3_small_100.lamb_in1k,224,29.063,70.937,47.267,52.733,2.54,0.875,bicubic,-57.127,-49.183,+13
mnasnet_small.lamb_in1k,224,28.983,71.017,47.380,52.620,2.03,0.875,bicubic,-56.507,-48.600,+16
vgg13_bn.tv_in1k,224,28.957,71.043,46.823,53.177,133.05,0.875,bilinear,-60.273,-50.697,-19
resnet10t.c3_in1k,224,28.907,71.093,46.967,53.033,5.44,0.950,bicubic,-57.803,-49.763,+9
regnetx_002.pycls_in1k,224,28.857,71.143,45.603,54.397,2.68,0.875,bicubic,-58.493,-51.387,0
efficientvit_m0.r224_in1k,224,28.827,71.173,45.800,54.200,2.35,0.875,bicubic,-54.513,-49.830,+22
resnet14t.c3_in1k,176,28.733,71.267,46.040,53.960,10.08,0.875,bicubic,-59.737,-50.910,-11
vgg19.tv_in1k,224,28.700,71.300,45.280,54.720,143.67,0.875,bilinear,-61.000,-52.250,-34
mobilenetv2_050.lamb_in1k,224,28.680,71.320,46.597,53.403,1.97,0.875,bicubic,-56.260,-49.073,+13
mobilevitv2_050.cvnets_in1k,256,28.630,71.370,45.287,54.713,1.37,0.888,bicubic,-60.430,-52.303,-23
mobilenetv4_conv_small_050.e3000_r224_in1k,256,28.570,71.430,46.667,53.333,2.24,0.950,bicubic,-56.100,-49.473,+13
repghostnet_058.in1k,224,28.497,71.503,46.607,53.393,2.55,0.875,bicubic,-58.693,-50.393,-4
dla60x_c.in1k,224,28.490,71.510,46.247,53.753,1.32,0.875,bilinear,-58.620,-50.903,-4
vgg11_bn.tv_in1k,224,28.440,71.560,46.477,53.523,132.87,0.875,bilinear,-59.970,-50.803,-16
tinynet_d.in1k,152,27.993,72.007,45.940,54.060,2.34,0.875,bicubic,-57.487,-50.520,+5
vgg16.tv_in1k,224,27.960,72.040,44.757,55.243,138.36,0.875,bilinear,-61.440,-52.743,-36
mobilenetv4_conv_small_050.e3000_r224_in1k,224,27.833,72.167,46.427,53.573,2.24,0.875,bicubic,-56.397,-49.293,+9
resnet14t.c3_in1k,224,27.647,72.353,44.713,55.287,10.08,0.950,bicubic,-61.593,-52.737,-35
tf_mobilenetv3_small_100.in1k,224,27.570,72.430,44.913,55.087,2.54,0.875,bilinear,-58.440,-51.477,-4
repghostnet_050.in1k,224,27.133,72.867,45.050,54.950,2.31,0.875,bicubic,-58.427,-51.060,-4
mixer_l16_224.goog_in21k_ft_in1k,224,26.803,73.197,37.863,62.137,208.20,0.875,bicubic,-60.197,-56.157,-9
vgg11.tv_in1k,224,26.620,73.380,43.527,56.473,132.86,0.875,bilinear,-60.720,-53.603,-16
mobilenetv3_small_075.lamb_in1k,224,26.577,73.423,43.923,56.077,2.04,0.875,bicubic,-57.563,-51.577,+4
dla46x_c.in1k,224,26.403,73.597,43.907,56.093,1.07,0.875,bilinear,-59.077,-52.113,-6
mobilevit_xxs.cvnets_in1k,256,26.403,73.597,43.137,56.863,1.27,0.900,bicubic,-61.567,-54.063,-21
vgg13.tv_in1k,224,26.307,73.693,43.453,56.547,133.05,0.875,bilinear,-61.253,-53.667,-22
tf_mobilenetv3_small_075.in1k,224,26.267,73.733,43.780,56.220,2.04,0.875,bilinear,-58.253,-52.010,-2
lcnet_050.ra2_in1k,224,26.223,73.777,44.590,55.410,1.88,0.875,bicubic,-56.907,-50.360,+1
tf_mobilenetv3_small_minimal_100.in1k,224,25.813,74.187,43.647,56.353,2.04,0.875,bilinear,-56.827,-51.343,+1
dla46_c.in1k,224,25.513,74.487,43.903,56.097,1.30,0.875,bilinear,-59.227,-52.307,-7
test_vit3.r160_in1k,160,24.623,75.377,41.737,58.263,0.93,0.950,bicubic,-54.427,-52.033,+1
tinynet_e.in1k,106,23.473,76.527,41.177,58.823,2.04,0.875,bicubic,-56.367,-52.823,-1
test_convnext2.r160_in1k,160,22.407,77.593,40.410,59.590,0.48,0.950,bicubic,-53.453,-52.400,+1
test_convnext3.r160_in1k,160,22.390,77.610,39.963,60.037,0.47,0.950,bicubic,-53.250,-52.897,+1
mobilenetv3_small_050.lamb_in1k,224,21.797,78.203,38.783,61.217,1.59,0.875,bicubic,-56.293,-54.227,-2
test_convnext.r160_in1k,160,19.687,80.313,36.787,63.213,0.27,0.950,bicubic,-50.743,-54.173,0
test_resnet.r160_in1k,160,18.243,81.757,35.140,64.860,0.47,0.950,bilinear,-46.357,-51.820,+7
test_efficientnet_evos.r160_in1k,160,17.897,82.103,34.573,65.427,0.36,0.950,bicubic,-50.163,-53.677,0
test_nfnet.r160_in1k,160,17.597,82.403,34.283,65.717,0.38,0.950,bicubic,-52.583,-55.587,-2
test_byobnet.r160_in1k,160,17.260,82.740,33.740,66.260,0.46,0.950,bicubic,-50.260,-54.970,0
test_efficientnet.r160_in1k,160,16.663,83.337,33.230,66.770,0.36,0.950,bicubic,-50.957,-55.270,-2
test_efficientnet_gn.r160_in1k,160,16.430,83.570,32.650,67.350,0.36,0.950,bicubic,-49.330,-55.560,+1
test_efficientnet_ln.r160_in1k,160,16.123,83.877,32.907,67.093,0.36,0.950,bicubic,-49.907,-54.773,-2
test_vit2.r160_in1k,160,14.633,85.367,29.693,70.307,0.46,0.950,bicubic,-51.127,-58.167,-2
test_vit.r160_in1k,160,13.413,86.587,27.980,72.020,0.37,0.950,bicubic,-50.567,-59.190,0