results/results-imagenet.csv

model,top1,top1_err,top5,top5_err,param_count,img_size,crop_pct,interpolation
eva02_large_patch14_448.mim_m38m_ft_in22k_in1k,90.052,9.948,99.048,0.952,305.08,448,1.000,bicubic
eva02_large_patch14_448.mim_in22k_ft_in22k_in1k,89.966,10.034,99.012,0.988,305.08,448,1.000,bicubic
eva_giant_patch14_560.m30m_ft_in22k_in1k,89.786,10.214,98.992,1.008,"1,014.45",560,1.000,bicubic
eva02_large_patch14_448.mim_in22k_ft_in1k,89.624,10.376,98.950,1.050,305.08,448,1.000,bicubic
eva02_large_patch14_448.mim_m38m_ft_in1k,89.570,10.430,98.922,1.078,305.08,448,1.000,bicubic
eva_giant_patch14_336.m30m_ft_in22k_in1k,89.566,10.434,98.952,1.048,"1,013.01",336,1.000,bicubic
eva_giant_patch14_336.clip_ft_in1k,89.466,10.534,98.826,1.174,"1,013.01",336,1.000,bicubic
eva_large_patch14_336.in22k_ft_in22k_in1k,89.208,10.792,98.854,1.146,304.53,336,1.000,bicubic
eva_giant_patch14_224.clip_ft_in1k,88.880,11.120,98.680,1.320,"1,012.56",224,0.900,bicubic
convnextv2_huge.fcmae_ft_in22k_in1k_512,88.858,11.142,98.748,1.252,660.29,512,1.000,bicubic
eva02_base_patch14_448.mim_in22k_ft_in22k_in1k,88.692,11.308,98.724,1.276,87.12,448,1.000,bicubic
convnextv2_huge.fcmae_ft_in22k_in1k_384,88.670,11.330,98.738,1.262,660.29,384,1.000,bicubic
eva_large_patch14_336.in22k_ft_in1k,88.670,11.330,98.722,1.278,304.53,336,1.000,bicubic
convnext_xxlarge.clip_laion2b_soup_ft_in1k,88.604,11.396,98.708,1.292,846.47,256,1.000,bicubic
beit_large_patch16_512.in22k_ft_in22k_in1k,88.596,11.404,98.656,1.344,305.67,512,1.000,bicubic
vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k,88.592,11.408,98.662,1.338,632.46,336,1.000,bicubic
eva_large_patch14_196.in22k_ft_in22k_in1k,88.576,11.424,98.658,1.342,304.14,196,1.000,bicubic
maxvit_xlarge_tf_512.in21k_ft_in1k,88.538,11.462,98.644,1.356,475.77,512,1.000,bicubic
beit_large_patch16_384.in22k_ft_in22k_in1k,88.402,11.598,98.608,1.392,305.00,384,1.000,bicubic
beitv2_large_patch16_224.in1k_ft_in22k_in1k,88.394,11.606,98.598,1.402,304.43,224,0.950,bicubic
tf_efficientnet_l2.ns_jft_in1k,88.352,11.648,98.648,1.352,480.31,800,0.960,bicubic
maxvit_xlarge_tf_384.in21k_ft_in1k,88.314,11.686,98.544,1.456,475.32,384,1.000,bicubic
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384,88.306,11.694,98.582,1.418,200.13,384,1.000,bicubic
vit_large_patch14_clip_336.openai_ft_in12k_in1k,88.268,11.732,98.526,1.474,304.53,336,1.000,bicubic
vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k,88.256,11.744,98.552,1.448,632.05,224,1.000,bicubic
eva02_base_patch14_448.mim_in22k_ft_in1k,88.250,11.750,98.564,1.436,87.12,448,1.000,bicubic
tf_efficientnet_l2.ns_jft_in1k_475,88.234,11.766,98.546,1.454,480.31,475,0.936,bicubic
regnety_1280.swag_ft_in1k,88.230,11.770,98.686,1.314,644.81,384,1.000,bicubic
maxvit_large_tf_512.in21k_ft_in1k,88.226,11.774,98.598,1.402,212.33,512,1.000,bicubic
maxvit_base_tf_512.in21k_ft_in1k,88.218,11.782,98.528,1.472,119.88,512,1.000,bicubic
convnextv2_large.fcmae_ft_in22k_in1k_384,88.198,11.802,98.528,1.472,197.96,384,1.000,bicubic
vit_large_patch14_clip_336.laion2b_ft_in12k_in1k,88.178,11.822,98.570,1.430,304.53,336,1.000,bicubic
vit_large_patch14_clip_224.openai_ft_in12k_in1k,88.176,11.824,98.544,1.456,304.20,224,1.000,bicubic
caformer_b36.sail_in22k_ft_in1k_384,88.058,11.942,98.582,1.418,98.75,384,1.000,bicubic
maxvit_large_tf_384.in21k_ft_in1k,87.986,12.014,98.568,1.432,212.03,384,1.000,bicubic
convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320,87.958,12.042,98.476,1.524,200.13,320,1.000,bicubic
eva_large_patch14_196.in22k_ft_in1k,87.934,12.066,98.498,1.502,304.14,196,1.000,bicubic
maxvit_base_tf_384.in21k_ft_in1k,87.922,12.078,98.544,1.456,119.65,384,1.000,bicubic
vit_large_patch14_clip_224.laion2b_ft_in12k_in1k,87.892,12.108,98.410,1.590,304.20,224,1.000,bicubic
vit_large_patch14_clip_336.laion2b_ft_in1k,87.856,12.144,98.368,1.632,304.53,336,1.000,bicubic
vit_large_patch14_clip_224.openai_ft_in1k,87.852,12.148,98.426,1.574,304.20,224,1.000,bicubic
convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384,87.848,12.152,98.446,1.554,200.13,384,1.000,bicubic
maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k,87.828,12.172,98.372,1.628,116.14,384,1.000,bicubic
convnext_xlarge.fb_in22k_ft_in1k_384,87.752,12.248,98.556,1.444,350.20,384,1.000,bicubic
deit3_large_patch16_384.fb_in22k_ft_in1k,87.720,12.280,98.512,1.488,304.76,384,1.000,bicubic
convnextv2_base.fcmae_ft_in22k_in1k_384,87.644,12.356,98.416,1.584,88.72,384,1.000,bicubic
convformer_b36.sail_in22k_ft_in1k_384,87.602,12.398,98.434,1.566,99.88,384,1.000,bicubic
vit_huge_patch14_clip_224.laion2b_ft_in1k,87.588,12.412,98.218,1.782,632.05,224,1.000,bicubic
convnextv2_large.fcmae_ft_in22k_in1k,87.484,12.516,98.356,1.644,197.96,288,1.000,bicubic
beit_large_patch16_224.in22k_ft_in22k_in1k,87.478,12.522,98.304,1.696,304.43,224,0.900,bicubic
convnext_large.fb_in22k_ft_in1k_384,87.472,12.528,98.386,1.614,197.77,384,1.000,bicubic
maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k,87.464,12.536,98.374,1.626,116.09,384,1.000,bicubic
swinv2_large_window12to24_192to384.ms_in22k_ft_in1k,87.464,12.536,98.250,1.750,196.74,384,1.000,bicubic
caformer_m36.sail_in22k_ft_in1k_384,87.450,12.550,98.308,1.692,56.20,384,1.000,bicubic
caformer_b36.sail_in22k_ft_in1k,87.422,12.578,98.326,1.674,98.75,224,1.000,bicubic
beitv2_large_patch16_224.in1k_ft_in1k,87.412,12.588,98.234,1.766,304.43,224,0.950,bicubic
coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k,87.382,12.618,98.312,1.688,73.88,384,1.000,bicubic
convnext_large_mlp.clip_laion2b_augreg_ft_in1k,87.334,12.666,98.218,1.782,200.13,256,1.000,bicubic
convnext_xlarge.fb_in22k_ft_in1k,87.330,12.670,98.328,1.672,350.20,288,1.000,bicubic
vit_large_patch14_clip_224.laion2b_ft_in1k,87.282,12.718,98.246,1.754,304.20,224,1.000,bicubic
vit_base_patch16_clip_384.laion2b_ft_in12k_in1k,87.208,12.792,98.034,1.966,86.86,384,1.000,bicubic
deit3_huge_patch14_224.fb_in22k_ft_in1k,87.186,12.814,98.260,1.740,632.13,224,1.000,bicubic
convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384,87.134,12.866,98.222,1.778,88.59,384,1.000,bicubic
swin_large_patch4_window12_384.ms_in22k_ft_in1k,87.132,12.868,98.234,1.766,196.74,384,1.000,bicubic
swinv2_base_window12to24_192to384.ms_in22k_ft_in1k,87.096,12.904,98.234,1.766,87.92,384,1.000,bicubic
vit_large_patch16_384.augreg_in21k_ft_in1k,87.084,12.916,98.302,1.698,304.72,384,1.000,bicubic
volo_d5_512.sail_in1k,87.058,12.942,97.970,2.030,296.09,512,1.150,bicubic
convnext_large.fb_in22k_ft_in1k,87.026,12.974,98.204,1.796,197.77,288,1.000,bicubic
vit_base_patch16_clip_384.openai_ft_in12k_in1k,87.024,12.976,98.180,1.820,86.86,384,0.950,bicubic
convformer_b36.sail_in22k_ft_in1k,86.998,13.002,98.172,1.828,99.88,224,1.000,bicubic
convnextv2_base.fcmae_ft_in22k_in1k,86.998,13.002,98.168,1.832,88.72,288,1.000,bicubic
deit3_large_patch16_224.fb_in22k_ft_in1k,86.982,13.018,98.236,1.764,304.37,224,1.000,bicubic
swinv2_large_window12to16_192to256.ms_in22k_ft_in1k,86.952,13.048,98.106,1.894,196.74,256,0.900,bicubic
volo_d5_448.sail_in1k,86.952,13.048,97.938,2.062,295.91,448,1.150,bicubic
maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k,86.894,13.106,98.014,1.986,116.14,224,0.950,bicubic
convformer_m36.sail_in22k_ft_in1k_384,86.892,13.108,98.116,1.884,57.05,384,1.000,bicubic
caformer_s36.sail_in22k_ft_in1k_384,86.856,13.144,98.212,1.788,39.30,384,1.000,bicubic
tf_efficientnet_b7.ns_jft_in1k,86.840,13.160,98.094,1.906,66.35,600,0.949,bicubic
regnety_320.swag_ft_in1k,86.836,13.164,98.362,1.638,145.05,384,1.000,bicubic
tf_efficientnetv2_l.in21k_ft_in1k,86.802,13.198,98.136,1.864,118.52,480,1.000,bicubic
beit_base_patch16_384.in22k_ft_in22k_in1k,86.800,13.200,98.136,1.864,86.74,384,1.000,bicubic
convnext_base.fb_in22k_ft_in1k_384,86.796,13.204,98.264,1.736,88.59,384,1.000,bicubic
volo_d4_448.sail_in1k,86.792,13.208,97.884,2.116,193.41,448,1.150,bicubic
tf_efficientnetv2_xl.in21k_ft_in1k,86.748,13.252,98.014,1.986,208.12,512,1.000,bicubic
deit3_base_patch16_384.fb_in22k_ft_in1k,86.738,13.262,98.114,1.886,86.88,384,1.000,bicubic
seresnextaa101d_32x8d.sw_in12k_ft_in1k_288,86.724,13.276,98.176,1.824,93.59,320,1.000,bicubic
maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k,86.642,13.358,98.020,1.980,116.09,224,0.950,bicubic
vit_base_patch16_clip_384.laion2b_ft_in1k,86.620,13.380,98.008,1.992,86.86,384,1.000,bicubic
maxvit_base_tf_512.in1k,86.602,13.398,97.918,2.082,119.88,512,1.000,bicubic
caformer_m36.sail_in22k_ft_in1k,86.594,13.406,98.024,1.976,56.20,224,1.000,bicubic
convnextv2_huge.fcmae_ft_in1k,86.580,13.420,97.972,2.028,660.29,288,1.000,bicubic
coatnet_2_rw_224.sw_in12k_ft_in1k,86.568,13.432,97.894,2.106,73.87,224,0.950,bicubic
maxvit_large_tf_512.in1k,86.526,13.474,97.880,2.120,212.33,512,1.000,bicubic
coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k,86.504,13.496,97.894,2.106,73.88,224,0.950,bicubic
convnext_base.clip_laiona_augreg_ft_in1k_384,86.502,13.498,97.968,2.032,88.59,384,1.000,bicubic
volo_d3_448.sail_in1k,86.500,13.500,97.710,2.290,86.63,448,1.000,bicubic
cait_m48_448.fb_dist_in1k,86.492,13.508,97.752,2.248,356.46,448,1.000,bicubic
seresnextaa101d_32x8d.sw_in12k_ft_in1k,86.484,13.516,98.030,1.970,93.59,288,1.000,bicubic
beitv2_base_patch16_224.in1k_ft_in22k_in1k,86.474,13.526,98.052,1.948,86.53,224,0.900,bicubic
tf_efficientnet_b6.ns_jft_in1k,86.456,13.544,97.884,2.116,43.04,528,0.942,bicubic
swin_base_patch4_window12_384.ms_in22k_ft_in1k,86.438,13.562,98.066,1.934,87.90,384,1.000,bicubic
caformer_b36.sail_in1k_384,86.408,13.592,97.814,2.186,98.75,384,1.000,bicubic
convformer_s36.sail_in22k_ft_in1k_384,86.378,13.622,97.984,2.016,40.01,384,1.000,bicubic
convnext_base.clip_laion2b_augreg_ft_in12k_in1k,86.370,13.630,97.984,2.016,88.59,256,1.000,bicubic
dm_nfnet_f6.dm_in1k,86.362,13.638,97.896,2.104,438.36,576,0.956,bicubic
swin_large_patch4_window7_224.ms_in22k_ft_in1k,86.312,13.688,97.902,2.098,196.53,224,0.900,bicubic
maxvit_base_tf_384.in1k,86.302,13.698,97.798,2.202,119.65,384,1.000,bicubic
convnext_base.fb_in22k_ft_in1k,86.274,13.726,98.092,1.908,88.59,288,1.000,bicubic
swinv2_base_window12to16_192to256.ms_in22k_ft_in1k,86.268,13.732,97.882,2.118,87.92,256,0.900,bicubic
maxvit_large_tf_384.in1k,86.228,13.772,97.690,2.310,212.03,384,1.000,bicubic
vit_base_patch8_224.augreg2_in21k_ft_in1k,86.218,13.782,97.832,2.168,86.58,224,0.900,bicubic
vit_base_patch16_clip_384.openai_ft_in1k,86.204,13.796,97.874,2.126,86.86,384,1.000,bicubic
convnext_small.in12k_ft_in1k_384,86.182,13.818,97.922,2.078,50.22,384,1.000,bicubic
vit_large_r50_s32_384.augreg_in21k_ft_in1k,86.182,13.818,97.922,2.078,329.09,384,1.000,bicubic
vit_base_patch16_clip_224.laion2b_ft_in12k_in1k,86.174,13.826,97.756,2.244,86.57,224,0.950,bicubic
caformer_m36.sail_in1k_384,86.166,13.834,97.820,2.180,56.20,384,1.000,bicubic
convnext_base.clip_laion2b_augreg_ft_in1k,86.158,13.842,97.680,2.320,88.59,256,1.000,bicubic
convformer_m36.sail_in22k_ft_in1k,86.146,13.854,97.850,2.150,57.05,224,1.000,bicubic
convnextv2_large.fcmae_ft_in1k,86.118,13.882,97.822,2.178,197.96,288,1.000,bicubic
dm_nfnet_f5.dm_in1k,86.098,13.902,97.688,2.312,377.21,544,0.954,bicubic
tf_efficientnet_b5.ns_jft_in1k,86.088,13.912,97.754,2.246,30.39,456,0.934,bicubic
maxvit_small_tf_512.in1k,86.082,13.918,97.764,2.236,69.13,512,1.000,bicubic
volo_d5_224.sail_in1k,86.070,13.930,97.576,2.424,295.46,224,0.960,bicubic
cait_m36_384.fb_dist_in1k,86.060,13.940,97.730,2.270,271.22,384,1.000,bicubic
volo_d2_384.sail_in1k,86.042,13.958,97.574,2.426,58.87,384,1.000,bicubic
regnety_160.swag_ft_in1k,86.010,13.990,98.054,1.946,83.59,384,1.000,bicubic
tf_efficientnetv2_m.in21k_ft_in1k,86.000,14.000,97.946,2.054,54.14,480,1.000,bicubic
vit_base_patch16_384.augreg_in21k_ft_in1k,85.996,14.004,98.002,1.998,86.86,384,1.000,bicubic
xcit_large_24_p8_384.fb_dist_in1k,85.996,14.004,97.690,2.310,188.93,384,1.000,bicubic
regnety_160.lion_in12k_ft_in1k,85.986,14.014,97.836,2.164,83.59,288,1.000,bicubic
regnety_160.sw_in12k_ft_in1k,85.986,14.014,97.834,2.166,83.59,288,1.000,bicubic
regnety_1280.swag_lc_in1k,85.982,14.018,97.850,2.150,644.81,224,0.965,bicubic
vit_base_patch16_clip_224.openai_ft_in12k_in1k,85.940,14.060,97.728,2.272,86.57,224,0.950,bicubic
efficientnet_b5.sw_in12k_ft_in1k,85.892,14.108,97.736,2.264,30.39,448,1.000,bicubic
volo_d4_224.sail_in1k,85.872,14.128,97.472,2.528,192.96,224,0.960,bicubic
dm_nfnet_f4.dm_in1k,85.836,14.164,97.664,2.336,316.07,512,0.951,bicubic
vit_large_patch16_224.augreg_in21k_ft_in1k,85.834,14.166,97.818,2.182,304.33,224,0.900,bicubic
xcit_medium_24_p8_384.fb_dist_in1k,85.816,14.184,97.592,2.408,84.32,384,1.000,bicubic
deit3_large_patch16_384.fb_in1k,85.812,14.188,97.598,2.402,304.76,384,1.000,bicubic
vit_base_patch8_224.augreg_in21k_ft_in1k,85.798,14.202,97.790,2.210,86.58,224,0.900,bicubic
caformer_s36.sail_in22k_ft_in1k,85.792,14.208,97.824,2.176,39.30,224,1.000,bicubic
convnext_small.fb_in22k_ft_in1k_384,85.778,14.222,97.890,2.110,50.22,384,1.000,bicubic
vit_base_patch32_clip_448.laion2b_ft_in12k_in1k,85.778,14.222,97.638,2.362,88.34,448,1.000,bicubic
xcit_large_24_p16_384.fb_dist_in1k,85.754,14.246,97.538,2.462,189.10,384,1.000,bicubic
convformer_b36.sail_in1k_384,85.742,14.258,97.524,2.476,99.88,384,1.000,bicubic
caformer_s36.sail_in1k_384,85.740,14.260,97.672,2.328,39.30,384,1.000,bicubic
eva02_small_patch14_336.mim_in22k_ft_in1k,85.716,14.284,97.632,2.368,22.13,336,1.000,bicubic
deit3_base_patch16_224.fb_in22k_ft_in1k,85.700,14.300,97.746,2.254,86.59,224,1.000,bicubic
dm_nfnet_f3.dm_in1k,85.686,14.314,97.570,2.430,254.92,416,0.940,bicubic
maxvit_tiny_tf_512.in1k,85.664,14.336,97.584,2.416,31.05,512,1.000,bicubic
tf_efficientnetv2_l.in1k,85.664,14.336,97.474,2.526,118.52,480,1.000,bicubic
flexivit_large.1200ep_in1k,85.646,14.354,97.542,2.458,304.36,240,0.950,bicubic
beitv2_base_patch16_224.in1k_ft_in1k,85.594,14.406,97.506,2.494,86.53,224,0.900,bicubic
convformer_m36.sail_in1k_384,85.580,14.420,97.542,2.458,57.05,384,1.000,bicubic
xcit_small_24_p8_384.fb_dist_in1k,85.554,14.446,97.570,2.430,47.63,384,1.000,bicubic
maxvit_small_tf_384.in1k,85.540,14.460,97.462,2.538,69.02,384,1.000,bicubic
flexivit_large.600ep_in1k,85.538,14.462,97.488,2.512,304.36,240,0.950,bicubic
vit_medium_patch16_gap_384.sw_in12k_ft_in1k,85.532,14.468,97.638,2.362,39.03,384,0.950,bicubic
caformer_b36.sail_in1k,85.506,14.494,97.310,2.690,98.75,224,1.000,bicubic
convnextv2_base.fcmae_ft_in1k,85.474,14.526,97.384,2.616,88.72,288,1.000,bicubic
vit_base_patch16_clip_224.laion2b_ft_in1k,85.466,14.534,97.574,2.426,86.57,224,1.000,bicubic
cait_s36_384.fb_dist_in1k,85.454,14.546,97.478,2.522,68.37,384,1.000,bicubic
deit_base_distilled_patch16_384.fb_in1k,85.426,14.574,97.330,2.670,87.63,384,1.000,bicubic
xcit_medium_24_p16_384.fb_dist_in1k,85.422,14.578,97.406,2.594,84.40,384,1.000,bicubic
caformer_s18.sail_in22k_ft_in1k_384,85.414,14.586,97.702,2.298,26.34,384,1.000,bicubic
convformer_s36.sail_in22k_ft_in1k,85.414,14.586,97.568,2.432,40.01,224,1.000,bicubic
volo_d3_224.sail_in1k,85.414,14.586,97.276,2.724,86.33,224,0.960,bicubic
xcit_large_24_p8_224.fb_dist_in1k,85.402,14.598,97.402,2.598,188.93,224,1.000,bicubic
regnety_120.sw_in12k_ft_in1k,85.400,14.600,97.582,2.418,51.82,288,1.000,bicubic
convformer_s36.sail_in1k_384,85.378,14.622,97.476,2.524,40.01,384,1.000,bicubic
tf_efficientnet_b8.ra_in1k,85.368,14.632,97.394,2.606,87.41,672,0.954,bicubic
vit_base_patch32_clip_384.laion2b_ft_in12k_in1k,85.366,14.634,97.656,2.344,88.30,384,1.000,bicubic
tf_efficientnet_b8.ap_in1k,85.364,14.636,97.292,2.708,87.41,672,0.954,bicubic
convnext_small.in12k_ft_in1k,85.330,14.670,97.546,2.454,50.22,288,1.000,bicubic
vit_base_patch16_clip_224.openai_ft_in1k,85.292,14.708,97.438,2.562,86.57,224,0.900,bicubic
flexivit_large.300ep_in1k,85.290,14.710,97.400,2.600,304.36,240,0.950,bicubic
swin_base_patch4_window7_224.ms_in22k_ft_in1k,85.272,14.728,97.564,2.436,87.77,224,0.900,bicubic
convnext_small.fb_in22k_ft_in1k,85.262,14.738,97.682,2.318,50.22,288,1.000,bicubic
volo_d1_384.sail_in1k,85.244,14.756,97.214,2.786,26.78,384,1.000,bicubic
mvitv2_large.fb_in1k,85.244,14.756,97.194,2.806,217.99,224,0.900,bicubic
caformer_m36.sail_in1k,85.232,14.768,97.200,2.800,56.20,224,1.000,bicubic
deit3_huge_patch14_224.fb_in1k,85.224,14.776,97.360,2.640,632.13,224,0.900,bicubic
vit_base_patch32_clip_384.openai_ft_in12k_in1k,85.216,14.784,97.406,2.594,88.30,384,0.950,bicubic
beit_base_patch16_224.in22k_ft_in22k_in1k,85.212,14.788,97.658,2.342,86.53,224,0.900,bicubic
tf_efficientnetv2_m.in1k,85.204,14.796,97.364,2.636,54.14,480,1.000,bicubic
volo_d2_224.sail_in1k,85.202,14.798,97.190,2.810,58.68,224,0.960,bicubic
dm_nfnet_f2.dm_in1k,85.194,14.806,97.346,2.654,193.78,352,0.920,bicubic
tf_efficientnet_b4.ns_jft_in1k,85.162,14.838,97.470,2.530,19.34,380,0.922,bicubic
regnety_2560.seer_ft_in1k,85.152,14.848,97.436,2.564,"1,282.60",384,1.000,bicubic
convnext_tiny.in12k_ft_in1k_384,85.122,14.878,97.606,2.394,28.59,384,1.000,bicubic
tf_efficientnet_b7.ap_in1k,85.122,14.878,97.252,2.748,66.35,600,0.949,bicubic
convnextv2_tiny.fcmae_ft_in22k_in1k_384,85.106,14.894,97.628,2.372,28.64,384,1.000,bicubic
maxvit_tiny_tf_384.in1k,85.100,14.900,97.378,2.622,30.98,384,1.000,bicubic
resnext101_32x32d.fb_wsl_ig1b_ft_in1k,85.098,14.902,97.438,2.562,468.53,224,0.875,bilinear
vit_base_patch16_224.augreg2_in21k_ft_in1k,85.096,14.904,97.530,2.470,86.57,224,0.900,bicubic
xcit_small_24_p16_384.fb_dist_in1k,85.090,14.910,97.312,2.688,47.67,384,1.000,bicubic
xcit_small_12_p8_384.fb_dist_in1k,85.078,14.922,97.282,2.718,26.21,384,1.000,bicubic
xcit_medium_24_p8_224.fb_dist_in1k,85.074,14.926,97.274,2.726,84.32,224,1.000,bicubic
deit3_base_patch16_384.fb_in1k,85.072,14.928,97.252,2.748,86.88,384,1.000,bicubic
cait_s24_384.fb_dist_in1k,85.048,14.952,97.346,2.654,47.06,384,1.000,bicubic
regnetz_e8.ra3_in1k,85.036,14.964,97.272,2.728,57.70,320,1.000,bicubic
caformer_s18.sail_in1k_384,85.026,14.974,97.358,2.642,26.34,384,1.000,bicubic
resnetrs420.tf_in1k,85.006,14.994,97.124,2.876,191.89,416,1.000,bicubic
convformer_s18.sail_in22k_ft_in1k_384,84.998,15.002,97.570,2.430,26.77,384,1.000,bicubic
vit_base_r50_s16_384.orig_in21k_ft_in1k,84.976,15.024,97.290,2.710,98.95,384,1.000,bicubic
ecaresnet269d.ra2_in1k,84.966,15.034,97.222,2.778,102.09,352,1.000,bicubic
maxvit_large_tf_224.in1k,84.942,15.058,96.970,3.030,211.79,224,0.950,bicubic
tf_efficientnet_b7.ra_in1k,84.932,15.068,97.208,2.792,66.35,600,0.949,bicubic
resnetv2_152x4_bit.goog_in21k_ft_in1k,84.916,15.084,97.438,2.562,936.53,480,1.000,bilinear
xcit_large_24_p16_224.fb_dist_in1k,84.916,15.084,97.130,2.870,189.10,224,1.000,bicubic
coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k,84.910,15.090,96.958,3.042,41.72,224,0.950,bicubic
coat_lite_medium_384.in1k,84.878,15.122,97.372,2.628,44.57,384,1.000,bicubic
xcit_small_24_p8_224.fb_dist_in1k,84.868,15.132,97.190,2.810,47.63,224,1.000,bicubic
maxvit_base_tf_224.in1k,84.860,15.140,96.988,3.012,119.47,224,0.950,bicubic
convnext_large.fb_in1k,84.846,15.154,97.214,2.786,197.77,288,1.000,bicubic
deit3_small_patch16_384.fb_in22k_ft_in1k,84.824,15.176,97.488,2.512,22.21,384,1.000,bicubic
convformer_b36.sail_in1k,84.818,15.182,96.946,3.054,99.88,224,1.000,bicubic
efficientnetv2_rw_m.agc_in1k,84.812,15.188,97.150,2.850,53.24,416,1.000,bicubic
tf_efficientnet_b6.ap_in1k,84.786,15.214,97.136,2.864,43.04,528,0.942,bicubic
deit3_large_patch16_224.fb_in1k,84.776,15.224,97.038,2.962,304.37,224,0.900,bicubic
resnetrs350.tf_in1k,84.714,15.286,96.992,3.008,163.96,384,1.000,bicubic
xcit_small_12_p16_384.fb_dist_in1k,84.712,15.288,97.118,2.882,26.25,384,1.000,bicubic
eca_nfnet_l2.ra3_in1k,84.702,15.298,97.266,2.734,56.72,384,1.000,bicubic
dm_nfnet_f1.dm_in1k,84.702,15.298,97.182,2.818,132.63,320,0.910,bicubic
flexivit_base.1200ep_in1k,84.678,15.322,96.996,3.004,86.59,240,0.950,bicubic
davit_base.msft_in1k,84.642,15.358,97.020,2.980,87.95,224,0.950,bicubic
maxxvit_rmlp_small_rw_256.sw_in1k,84.624,15.376,97.068,2.932,66.01,256,0.950,bicubic
coatnet_rmlp_2_rw_224.sw_in1k,84.606,15.394,96.740,3.260,73.88,224,0.950,bicubic
swinv2_base_window16_256.ms_in1k,84.600,15.400,97.090,2.910,87.92,256,0.900,bicubic
seresnextaa101d_32x8d.ah_in1k,84.566,15.434,97.076,2.924,93.59,288,1.000,bicubic
deit3_medium_patch16_224.fb_in22k_ft_in1k,84.552,15.448,97.188,2.812,38.85,224,1.000,bicubic
regnety_320.swag_lc_in1k,84.546,15.454,97.442,2.558,145.05,224,0.965,bicubic
rexnetr_300.sw_in12k_ft_in1k,84.544,15.456,97.256,2.744,34.81,288,1.000,bicubic
vit_base_patch16_224.augreg_in21k_ft_in1k,84.532,15.468,97.292,2.708,86.57,224,0.900,bicubic
flexivit_base.600ep_in1k,84.522,15.478,96.936,3.064,86.59,240,0.950,bicubic
resnetv2_152x2_bit.goog_in21k_ft_in1k,84.510,15.490,97.434,2.566,236.34,448,1.000,bilinear
resnest269e.in1k,84.510,15.490,96.992,3.008,110.93,416,0.928,bicubic
caformer_s36.sail_in1k,84.508,15.492,96.996,3.004,39.30,224,1.000,bicubic
convformer_m36.sail_in1k,84.494,15.506,96.866,3.134,57.05,224,1.000,bicubic
regnetz_040_h.ra3_in1k,84.492,15.508,97.010,2.990,28.94,320,1.000,bicubic
maxvit_rmlp_small_rw_224.sw_in1k,84.492,15.508,96.758,3.242,64.90,224,0.900,bicubic
hrnet_w48_ssld.paddle_in1k,84.478,15.522,97.234,2.766,77.47,288,1.000,bilinear
swin_base_patch4_window12_384.ms_in1k,84.476,15.524,96.892,3.108,87.90,384,1.000,bicubic
convnext_tiny.in12k_ft_in1k,84.450,15.550,97.340,2.660,28.59,288,1.000,bicubic
mvitv2_base.fb_in1k,84.450,15.550,96.858,3.142,51.47,224,0.900,bicubic
vit_medium_patch16_gap_256.sw_in12k_ft_in1k,84.446,15.554,97.208,2.792,38.86,256,0.950,bicubic
gcvit_base.in1k,84.446,15.554,96.844,3.156,90.32,224,0.875,bicubic
resnetrs200.tf_in1k,84.444,15.556,97.082,2.918,93.21,320,1.000,bicubic
resnetv2_101x3_bit.goog_in21k_ft_in1k,84.438,15.562,97.382,2.618,387.93,448,1.000,bilinear
regnety_1280.seer_ft_in1k,84.432,15.568,97.092,2.908,644.81,384,1.000,bicubic
convnext_base.fb_in1k,84.428,15.572,96.968,3.032,88.59,288,1.000,bicubic
resnetrs270.tf_in1k,84.428,15.572,96.968,3.032,129.86,352,1.000,bicubic
maxvit_small_tf_224.in1k,84.426,15.574,96.824,3.176,68.93,224,0.950,bicubic
vit_large_r50_s32_224.augreg_in21k_ft_in1k,84.422,15.578,97.170,2.830,328.99,224,0.900,bicubic
convnextv2_tiny.fcmae_ft_in22k_in1k,84.416,15.584,97.260,2.740,28.64,288,1.000,bicubic
tf_efficientnet_b7.aa_in1k,84.414,15.586,96.906,3.094,66.35,600,0.949,bicubic
flexivit_base.300ep_in1k,84.406,15.594,96.886,3.114,86.59,240,0.950,bicubic
convformer_s18.sail_in1k_384,84.402,15.598,97.112,2.888,26.77,384,1.000,bicubic
resmlp_big_24_224.fb_in22k_ft_in1k,84.398,15.602,97.112,2.888,129.14,224,0.875,bicubic
xcit_large_24_p8_224.fb_in1k,84.394,15.606,96.664,3.336,188.93,224,1.000,bicubic
seresnet152d.ra2_in1k,84.360,15.640,97.040,2.960,66.84,320,1.000,bicubic
seresnext101d_32x8d.ah_in1k,84.358,15.642,96.920,3.080,93.59,288,1.000,bicubic
resnext101_32x8d.fb_swsl_ig1b_ft_in1k,84.302,15.698,97.176,2.824,88.79,224,0.875,bilinear
tf_efficientnetv2_s.in21k_ft_in1k,84.288,15.712,97.252,2.748,21.46,384,1.000,bicubic
xcit_medium_24_p16_224.fb_dist_in1k,84.286,15.714,96.932,3.068,84.40,224,1.000,bicubic
vit_base_patch16_224_miil.in21k_ft_in1k,84.266,15.734,96.804,3.196,86.54,224,0.875,bilinear
tf_efficientnet_b5.ap_in1k,84.258,15.742,96.974,3.026,30.39,456,0.934,bicubic
davit_small.msft_in1k,84.252,15.748,96.940,3.060,49.75,224,0.950,bicubic
swinv2_base_window8_256.ms_in1k,84.250,15.750,96.924,3.076,87.92,256,0.900,bicubic
regnetz_040.ra3_in1k,84.240,15.760,96.932,3.068,27.12,320,1.000,bicubic
xcit_small_12_p8_224.fb_dist_in1k,84.236,15.764,96.872,3.128,26.21,224,1.000,bicubic
swinv2_small_window16_256.ms_in1k,84.224,15.776,96.868,3.132,49.73,256,0.900,bicubic
maxvit_rmlp_tiny_rw_256.sw_in1k,84.224,15.776,96.778,3.222,29.15,256,0.950,bicubic
vit_base_patch16_384.orig_in21k_ft_in1k,84.200,15.800,97.220,2.780,86.86,384,1.000,bicubic
crossvit_18_dagger_408.in1k,84.198,15.802,96.816,3.184,44.61,408,1.000,bicubic
seresnext101_32x8d.ah_in1k,84.186,15.814,96.874,3.126,93.57,288,1.000,bicubic
resnext101_32x16d.fb_wsl_ig1b_ft_in1k,84.166,15.834,97.198,2.802,194.03,224,0.875,bilinear
volo_d1_224.sail_in1k,84.162,15.838,96.776,3.224,26.63,224,0.960,bicubic
regnetz_d8_evos.ch_in1k,84.126,15.874,97.012,2.988,23.46,320,1.000,bicubic
resnetaa101d.sw_in12k_ft_in1k,84.124,15.876,97.106,2.894,44.57,288,1.000,bicubic
tf_efficientnet_b6.aa_in1k,84.116,15.884,96.880,3.120,43.04,528,0.942,bicubic
convnext_tiny.fb_in22k_ft_in1k_384,84.088,15.912,97.144,2.856,28.59,384,1.000,bicubic
caformer_s18.sail_in22k_ft_in1k,84.076,15.924,97.198,2.802,26.34,224,1.000,bicubic
cait_xs24_384.fb_dist_in1k,84.062,15.938,96.884,3.116,26.67,384,1.000,bicubic
convformer_s36.sail_in1k,84.060,15.940,96.746,3.254,40.01,224,1.000,bicubic
tf_efficientnet_b3.ns_jft_in1k,84.056,15.944,96.918,3.082,12.23,300,0.904,bicubic
edgenext_base.in21k_ft_in1k,84.054,15.946,97.196,2.804,18.51,320,1.000,bicubic
regnetz_d8.ra3_in1k,84.054,15.946,96.996,3.004,23.37,320,1.000,bicubic
vit_small_r26_s32_384.augreg_in21k_ft_in1k,84.048,15.952,97.328,2.672,36.47,384,1.000,bicubic
regnetz_d32.ra3_in1k,84.022,15.978,96.868,3.132,27.58,320,0.950,bicubic
resnetv2_50x3_bit.goog_in21k_ft_in1k,84.020,15.980,97.126,2.874,217.32,448,1.000,bilinear
eca_nfnet_l1.ra2_in1k,84.010,15.990,97.026,2.974,41.41,320,1.000,bicubic
resnet200d.ra2_in1k,83.964,16.036,96.824,3.176,64.69,320,1.000,bicubic
edgenext_base.usi_in1k,83.958,16.042,96.770,3.230,18.51,320,1.000,bicubic
regnety_080.ra3_in1k,83.926,16.074,96.890,3.110,39.18,288,1.000,bicubic
swin_s3_base_224.ms_in1k,83.920,16.080,96.672,3.328,71.13,224,0.900,bicubic
regnety_640.seer_ft_in1k,83.908,16.092,96.922,3.078,281.38,384,1.000,bicubic
tf_efficientnetv2_s.in1k,83.900,16.100,96.698,3.302,21.46,384,1.000,bicubic
tresnet_v2_l.miil_in21k_ft_in1k,83.900,16.100,96.494,3.506,46.17,224,0.875,bilinear
gcvit_small.in1k,83.892,16.108,96.658,3.342,51.09,224,0.875,bicubic
xcit_small_24_p16_224.fb_dist_in1k,83.874,16.126,96.736,3.264,47.67,224,1.000,bicubic
swinv2_small_window8_256.ms_in1k,83.854,16.146,96.644,3.356,49.73,256,0.900,bicubic
resnest200e.in1k,83.846,16.154,96.884,3.116,70.20,320,0.909,bicubic
crossvit_15_dagger_408.in1k,83.842,16.158,96.778,3.222,28.50,408,1.000,bicubic
focalnet_base_lrf.ms_in1k,83.838,16.162,96.608,3.392,88.75,224,0.900,bicubic
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384,83.834,16.166,97.126,2.874,236.34,384,1.000,bicubic
xcit_small_24_p8_224.fb_in1k,83.834,16.166,96.632,3.368,47.63,224,1.000,bicubic
focalnet_base_srf.ms_in1k,83.818,16.182,96.682,3.318,88.15,224,0.900,bicubic
tf_efficientnet_b5.ra_in1k,83.810,16.190,96.754,3.246,30.39,456,0.934,bicubic
efficientnetv2_rw_s.ra2_in1k,83.808,16.192,96.732,3.268,23.94,384,1.000,bicubic
vit_small_patch16_384.augreg_in21k_ft_in1k,83.802,16.198,97.098,2.902,22.20,384,1.000,bicubic
deit3_base_patch16_224.fb_in1k,83.786,16.214,96.588,3.412,86.59,224,0.900,bicubic
regnety_160.swag_lc_in1k,83.782,16.218,97.280,2.720,83.59,224,0.965,bicubic
mvitv2_small.fb_in1k,83.770,16.230,96.576,3.424,34.87,224,0.900,bicubic
pit_b_distilled_224.in1k,83.766,16.234,96.466,3.534,74.79,224,0.900,bicubic
swin_s3_small_224.ms_in1k,83.756,16.244,96.452,3.548,49.74,224,0.900,bicubic
xcit_medium_24_p8_224.fb_in1k,83.748,16.252,96.400,3.600,84.32,224,1.000,bicubic
xcit_tiny_24_p8_384.fb_dist_in1k,83.746,16.254,96.710,3.290,12.11,384,1.000,bicubic
pvt_v2_b5.in1k,83.742,16.258,96.634,3.366,81.96,224,0.900,bicubic
convformer_s18.sail_in22k_ft_in1k,83.738,16.262,97.048,2.952,26.77,224,1.000,bicubic
regnety_064.ra3_in1k,83.720,16.280,96.722,3.278,30.58,288,1.000,bicubic
regnetv_064.ra3_in1k,83.716,16.284,96.744,3.256,30.58,288,1.000,bicubic
pvt_v2_b4.in1k,83.710,16.290,96.674,3.326,62.56,224,0.900,bicubic
resnetrs152.tf_in1k,83.702,16.298,96.612,3.388,86.62,320,1.000,bicubic
convnext_small.fb_in1k,83.700,16.300,96.808,3.192,50.22,288,1.000,bicubic
regnety_160.deit_in1k,83.690,16.310,96.782,3.218,83.59,288,1.000,bicubic
tf_efficientnet_b5.aa_in1k,83.688,16.312,96.712,3.288,30.39,456,0.934,bicubic
resnet152d.ra2_in1k,83.684,16.316,96.740,3.260,60.21,320,1.000,bicubic
twins_svt_large.in1k,83.678,16.322,96.590,3.410,99.27,224,0.900,bicubic
caformer_s18.sail_in1k,83.656,16.344,96.516,3.484,26.34,224,1.000,bicubic
efficientformerv2_l.snap_dist_in1k,83.632,16.368,96.560,3.440,26.32,224,0.950,bicubic
swin_base_patch4_window7_224.ms_in1k,83.606,16.394,96.452,3.548,87.77,224,0.900,bicubic
coat_lite_medium.in1k,83.600,16.400,96.728,3.272,44.57,224,0.900,bicubic
coatnet_1_rw_224.sw_in1k,83.596,16.404,96.382,3.618,41.72,224,0.950,bicubic
resmlp_big_24_224.fb_distilled_in1k,83.592,16.408,96.650,3.350,129.14,224,0.875,bicubic
cs3se_edgenet_x.c2ns_in1k,83.542,16.458,96.672,3.328,50.72,320,1.000,bicubic
nest_base_jx.goog_in1k,83.534,16.466,96.374,3.626,67.72,224,0.875,bicubic
maxvit_tiny_rw_224.sw_in1k,83.504,16.496,96.504,3.496,29.06,224,0.950,bicubic
swinv2_cr_small_ns_224.sw_in1k,83.498,16.502,96.484,3.516,49.70,224,0.900,bicubic
focalnet_small_lrf.ms_in1k,83.494,16.506,96.580,3.420,50.34,224,0.900,bicubic
dm_nfnet_f0.dm_in1k,83.486,16.514,96.568,3.432,71.49,256,0.900,bicubic
convnextv2_tiny.fcmae_ft_in1k,83.464,16.536,96.718,3.282,28.64,288,1.000,bicubic
resnet152.a1h_in1k,83.450,16.550,96.538,3.462,60.19,288,1.000,bicubic
cait_s24_224.fb_dist_in1k,83.442,16.558,96.574,3.426,46.92,224,1.000,bicubic
deit3_small_patch16_384.fb_in1k,83.430,16.570,96.674,3.326,22.21,384,1.000,bicubic
focalnet_small_srf.ms_in1k,83.416,16.584,96.438,3.562,49.89,224,0.900,bicubic
efficientnet_b4.ra2_in1k,83.414,16.586,96.598,3.402,19.34,384,1.000,bicubic
maxvit_tiny_tf_224.in1k,83.402,16.598,96.590,3.410,30.92,224,0.950,bicubic
mobilevitv2_200.cvnets_in22k_ft_in1k_384,83.400,16.600,96.582,3.418,18.45,384,1.000,bicubic
sequencer2d_l.in1k,83.394,16.606,96.496,3.504,54.30,224,0.875,bicubic
deit_base_distilled_patch16_224.fb_in1k,83.386,16.614,96.488,3.512,87.34,224,0.900,bicubic
gcvit_tiny.in1k,83.384,16.616,96.398,3.602,28.22,224,0.875,bicubic
efficientformer_l7.snap_dist_in1k,83.382,16.618,96.536,3.464,82.23,224,0.950,bicubic
convnextv2_nano.fcmae_ft_in22k_in1k_384,83.374,16.626,96.744,3.256,15.62,384,1.000,bicubic
coatnet_rmlp_1_rw_224.sw_in1k,83.362,16.638,96.450,3.550,41.69,224,0.950,bicubic
vit_base_patch32_384.augreg_in21k_ft_in1k,83.350,16.650,96.838,3.162,88.30,384,1.000,bicubic
resnext101_32x16d.fb_swsl_ig1b_ft_in1k,83.336,16.664,96.846,3.154,194.03,224,0.875,bilinear
regnety_320.seer_ft_in1k,83.334,16.666,96.706,3.294,145.05,384,1.000,bicubic
xcit_small_12_p8_224.fb_in1k,83.332,16.668,96.484,3.516,26.21,224,1.000,bicubic
xcit_small_12_p16_224.fb_dist_in1k,83.328,16.672,96.416,3.584,26.25,224,1.000,bicubic
swin_small_patch4_window7_224.ms_in22k_ft_in1k,83.298,16.702,96.964,3.036,49.61,224,0.900,bicubic
vit_base_patch32_clip_224.laion2b_ft_in12k_in1k,83.296,16.704,96.528,3.472,88.22,224,0.900,bicubic
tf_efficientnet_b4.ap_in1k,83.250,16.750,96.394,3.606,19.34,380,0.922,bicubic
resnext101_32x4d.fb_swsl_ig1b_ft_in1k,83.232,16.768,96.758,3.242,44.18,224,0.875,bilinear
swin_small_patch4_window7_224.ms_in1k,83.208,16.792,96.316,3.684,49.61,224,0.900,bicubic
regnetv_040.ra3_in1k,83.198,16.802,96.658,3.342,20.64,288,1.000,bicubic
xception65.ra3_in1k,83.182,16.818,96.592,3.408,39.92,299,0.940,bicubic
tf_efficientnet_b5.in1k,83.176,16.824,96.536,3.464,30.39,456,0.934,bicubic
regnety_320.tv2_in1k,83.162,16.838,96.416,3.584,145.05,224,0.965,bicubic
resnext101_64x4d.c1_in1k,83.156,16.844,96.374,3.626,83.46,288,1.000,bicubic
rexnetr_200.sw_in12k_ft_in1k,83.136,16.864,96.636,3.364,16.52,288,1.000,bicubic
xception65p.ra3_in1k,83.136,16.864,96.484,3.516,39.82,299,0.940,bicubic
swinv2_cr_small_224.sw_in1k,83.136,16.864,96.108,3.892,49.70,224,0.900,bicubic
twins_pcpvt_large.in1k,83.130,16.870,96.602,3.398,60.99,224,0.900,bicubic
nest_small_jx.goog_in1k,83.124,16.876,96.320,3.680,38.35,224,0.875,bicubic
twins_svt_base.in1k,83.122,16.878,96.416,3.584,56.07,224,0.900,bicubic
pvt_v2_b3.in1k,83.120,16.880,96.554,3.446,45.24,224,0.900,bicubic
maxxvitv2_nano_rw_256.sw_in1k,83.110,16.890,96.324,3.676,23.70,256,0.950,bicubic
deit_base_patch16_384.fb_in1k,83.106,16.894,96.368,3.632,86.86,384,1.000,bicubic
deit3_medium_patch16_224.fb_in1k,83.086,16.914,96.296,3.704,38.85,224,0.900,bicubic
deit3_small_patch16_224.fb_in22k_ft_in1k,83.074,16.926,96.776,3.224,22.06,224,1.000,bicubic
tresnet_m.miil_in21k_ft_in1k,83.074,16.926,96.114,3.886,31.39,224,0.875,bilinear
tresnet_xl.miil_in1k_448,83.060,16.940,96.174,3.826,78.44,448,0.875,bilinear
regnety_040.ra3_in1k,83.044,16.956,96.498,3.502,20.65,288,1.000,bicubic
maxxvit_rmlp_nano_rw_256.sw_in1k,83.042,16.958,96.350,3.650,16.78,256,0.950,bicubic
tf_efficientnet_b4.aa_in1k,83.018,16.982,96.300,3.700,19.34,380,0.922,bicubic
resnet101d.ra2_in1k,83.016,16.984,96.452,3.548,44.57,320,1.000,bicubic
resnetv2_101.a1h_in1k,83.002,16.998,96.454,3.546,44.54,288,1.000,bicubic
resnext101_64x4d.tv_in1k,82.992,17.008,96.244,3.756,83.46,224,0.875,bilinear
convformer_s18.sail_in1k,82.986,17.014,96.250,3.750,26.77,224,1.000,bicubic
ecaresnet101d.miil_in1k,82.984,17.016,96.542,3.458,44.57,288,0.950,bicubic
maxvit_rmlp_nano_rw_256.sw_in1k,82.954,17.046,96.266,3.734,15.50,256,0.950,bicubic
mobilevitv2_175.cvnets_in22k_ft_in1k_384,82.938,17.062,96.426,3.574,14.25,384,1.000,bicubic
maxvit_nano_rw_256.sw_in1k,82.928,17.072,96.220,3.780,15.45,256,0.950,bicubic
xcit_large_24_p16_224.fb_in1k,82.900,17.100,95.886,4.114,189.10,224,1.000,bicubic
resnest101e.in1k,82.884,17.116,96.322,3.678,48.28,256,0.875,bilinear
resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k,82.876,17.124,96.582,3.418,236.34,224,0.875,bicubic
convnext_nano.in12k_ft_in1k,82.862,17.138,96.556,3.444,15.59,288,1.000,bicubic
resnext101_32x8d.tv2_in1k,82.832,17.168,96.232,3.768,88.79,224,0.965,bilinear
resnetv2_50x1_bit.goog_distilled_in1k,82.820,17.180,96.514,3.486,25.55,224,0.875,bicubic
sequencer2d_m.in1k,82.812,17.188,96.274,3.726,38.31,224,0.875,bicubic
regnetx_320.tv2_in1k,82.810,17.190,96.208,3.792,107.81,224,0.965,bicubic
swinv2_tiny_window16_256.ms_in1k,82.804,17.196,96.236,3.764,28.35,256,0.900,bicubic
pnasnet5large.tf_in1k,82.782,17.218,96.040,3.960,86.06,331,0.911,bicubic
resnet101.a1h_in1k,82.778,17.222,96.310,3.690,44.55,288,1.000,bicubic
rexnet_300.nav_in1k,82.774,17.226,96.236,3.764,34.71,224,0.875,bicubic
vit_relpos_base_patch16_clsgap_224.sw_in1k,82.760,17.240,96.172,3.828,86.43,224,0.900,bicubic
nfnet_l0.ra2_in1k,82.752,17.248,96.516,3.484,35.07,288,1.000,bicubic
resnet152.a1_in1k,82.732,17.268,95.720,4.280,60.19,288,1.000,bicubic
regnety_032.ra_in1k,82.728,17.272,96.416,3.584,19.44,288,1.000,bicubic
twins_pcpvt_base.in1k,82.710,17.290,96.346,3.654,43.83,224,0.900,bicubic
cs3edgenet_x.c2_in1k,82.708,17.292,96.370,3.630,47.82,288,1.000,bicubic
resnext101_32x8d.fb_wsl_ig1b_ft_in1k,82.698,17.302,96.632,3.368,88.79,224,0.875,bilinear
convnext_tiny.fb_in1k,82.698,17.302,96.144,3.856,28.59,288,1.000,bicubic
davit_tiny.msft_in1k,82.696,17.304,96.274,3.726,28.36,224,0.950,bicubic
tf_efficientnetv2_b3.in21k_ft_in1k,82.670,17.330,96.626,3.374,14.36,300,0.900,bicubic
convnextv2_nano.fcmae_ft_in22k_in1k,82.664,17.336,96.520,3.480,15.62,288,1.000,bicubic
cs3sedarknet_x.c2ns_in1k,82.658,17.342,96.350,3.650,35.40,288,1.000,bicubic
regnety_160.tv2_in1k,82.642,17.358,96.216,3.784,83.59,224,0.965,bicubic
xcit_medium_24_p16_224.fb_in1k,82.640,17.360,95.984,4.016,84.40,224,1.000,bicubic
regnetz_c16.ra3_in1k,82.634,17.366,96.322,3.678,13.46,320,1.000,bicubic
regnetz_c16_evos.ch_in1k,82.632,17.368,96.474,3.526,13.49,320,0.950,bicubic
nasnetalarge.tf_in1k,82.626,17.374,96.042,3.958,88.75,331,0.911,bicubic
poolformerv2_m48.sail_in1k,82.620,17.380,96.072,3.928,73.35,224,1.000,bicubic
tf_efficientnet_b4.in1k,82.608,17.392,96.128,3.872,19.34,380,0.922,bicubic
resnet152.a2_in1k,82.608,17.392,95.752,4.248,60.19,288,1.000,bicubic
resnetaa50d.sw_in12k_ft_in1k,82.600,17.400,96.498,3.502,25.58,288,1.000,bicubic
levit_384.fb_dist_in1k,82.596,17.404,96.018,3.982,39.13,224,0.900,bicubic
regnety_080_tv.tv2_in1k,82.590,17.410,96.248,3.752,39.38,224,0.965,bicubic
levit_conv_384.fb_dist_in1k,82.590,17.410,96.018,3.982,39.13,224,0.900,bicubic
mobilevitv2_150.cvnets_in22k_ft_in1k_384,82.586,17.414,96.314,3.686,10.59,384,1.000,bicubic
convnext_tiny_hnf.a2h_in1k,82.584,17.416,96.008,3.992,28.59,288,1.000,bicubic
vit_base_patch32_clip_224.laion2b_ft_in1k,82.582,17.418,96.200,3.800,88.22,224,0.900,bicubic
xcit_small_24_p16_224.fb_in1k,82.580,17.420,96.012,3.988,47.67,224,1.000,bicubic
eca_nfnet_l0.ra2_in1k,82.578,17.422,96.494,3.506,24.14,288,1.000,bicubic
vit_relpos_medium_patch16_cls_224.sw_in1k,82.572,17.428,96.068,3.932,38.76,224,0.900,bicubic
xcit_tiny_24_p16_384.fb_dist_in1k,82.570,17.430,96.276,3.724,12.12,384,1.000,bicubic
xcit_tiny_24_p8_224.fb_dist_in1k,82.566,17.434,96.172,3.828,12.11,224,1.000,bicubic
regnetx_160.tv2_in1k,82.566,17.434,96.058,3.942,54.28,224,0.965,bicubic
efficientformer_l3.snap_dist_in1k,82.550,17.450,96.248,3.752,31.41,224,0.950,bicubic
resnet61q.ra2_in1k,82.524,17.476,96.130,3.870,36.85,288,1.000,bicubic
flexivit_small.1200ep_in1k,82.520,17.480,96.124,3.876,22.06,240,0.950,bicubic
crossvit_18_dagger_240.in1k,82.516,17.484,96.066,3.934,44.27,240,0.875,bicubic
wide_resnet101_2.tv2_in1k,82.498,17.502,96.018,3.982,126.89,224,0.965,bilinear
vit_relpos_base_patch16_224.sw_in1k,82.496,17.504,96.138,3.862,86.43,224,0.900,bicubic
convnextv2_nano.fcmae_ft_in1k,82.486,17.514,96.226,3.774,15.62,288,1.000,bicubic
poolformer_m48.sail_in1k,82.482,17.518,95.966,4.034,73.47,224,0.950,bicubic
vit_relpos_medium_patch16_224.sw_in1k,82.462,17.538,96.082,3.918,38.75,224,0.900,bicubic
gc_efficientnetv2_rw_t.agc_in1k,82.452,17.548,96.292,3.708,13.68,288,1.000,bicubic
pit_b_224.in1k,82.438,17.562,95.716,4.284,73.76,224,0.900,bicubic
mvitv2_tiny.fb_in1k,82.410,17.590,96.152,3.848,24.17,224,0.900,bicubic
coatnet_bn_0_rw_224.sw_in1k,82.400,17.600,96.186,3.814,27.44,224,0.950,bicubic
crossvit_18_240.in1k,82.396,17.604,96.060,3.940,43.27,240,0.875,bicubic
coatnet_0_rw_224.sw_in1k,82.390,17.610,95.836,4.164,27.44,224,0.950,bicubic
xcit_tiny_12_p8_384.fb_dist_in1k,82.388,17.612,96.220,3.780,6.71,384,1.000,bicubic
tf_efficientnet_b2.ns_jft_in1k,82.378,17.622,96.254,3.746,9.11,260,0.890,bicubic
coat_small.in1k,82.362,17.638,96.208,3.792,21.69,224,0.900,bicubic
flexivit_small.600ep_in1k,82.362,17.638,96.082,3.918,22.06,240,0.950,bicubic
resnet51q.ra2_in1k,82.360,17.640,96.182,3.818,35.70,288,1.000,bilinear
ecaresnet50t.ra2_in1k,82.352,17.648,96.140,3.860,25.57,320,0.950,bicubic
efficientnetv2_rw_t.ra2_in1k,82.350,17.650,96.192,3.808,13.65,288,1.000,bicubic
resnetv2_101x1_bit.goog_in21k_ft_in1k,82.342,17.658,96.520,3.480,44.54,448,1.000,bilinear
sequencer2d_s.in1k,82.340,17.660,96.030,3.970,27.65,224,0.875,bicubic
mobilevitv2_200.cvnets_in22k_ft_in1k,82.332,17.668,95.942,4.058,18.45,256,0.888,bicubic
crossvit_15_dagger_240.in1k,82.330,17.670,95.960,4.040,28.21,240,0.875,bicubic
resnet101.a1_in1k,82.322,17.678,95.632,4.368,44.55,288,1.000,bicubic
coat_lite_small.in1k,82.314,17.686,95.848,4.152,19.84,224,0.900,bicubic
vit_relpos_medium_patch16_rpn_224.sw_in1k,82.310,17.690,95.972,4.028,38.73,224,0.900,bicubic
mixer_b16_224.miil_in21k_ft_in1k,82.306,17.694,95.720,4.280,59.88,224,0.875,bilinear
convit_base.fb_in1k,82.290,17.710,95.936,4.064,86.54,224,0.875,bicubic
resnet152.tv2_in1k,82.288,17.712,96.004,3.996,60.19,224,0.965,bilinear
resnetrs101.tf_in1k,82.284,17.716,96.014,3.986,63.62,288,0.940,bicubic
wide_resnet50_2.racm_in1k,82.280,17.720,96.064,3.936,68.88,288,0.950,bicubic
tresnet_l.miil_in1k_448,82.276,17.724,95.978,4.022,55.99,448,0.875,bilinear
efficientnet_b3.ra2_in1k,82.242,17.758,96.118,3.882,12.23,320,1.000,bicubic
vit_srelpos_medium_patch16_224.sw_in1k,82.240,17.760,95.942,4.058,38.74,224,0.900,bicubic
resnet101.a2_in1k,82.236,17.764,95.730,4.270,44.55,288,1.000,bicubic
cs3darknet_x.c2ns_in1k,82.222,17.778,96.230,3.770,35.05,288,1.000,bicubic
poolformerv2_m36.sail_in1k,82.216,17.784,95.924,4.076,56.08,224,1.000,bicubic
crossvit_base_240.in1k,82.216,17.784,95.832,4.168,105.03,240,0.875,bicubic
vit_base_patch16_rpn_224.sw_in1k,82.206,17.794,95.998,4.002,86.54,224,0.900,bicubic
cait_xxs36_384.fb_dist_in1k,82.204,17.796,96.144,3.856,17.37,384,1.000,bicubic
seresnext50_32x4d.racm_in1k,82.196,17.804,96.148,3.852,27.56,288,0.950,bicubic
pvt_v2_b2_li.in1k,82.194,17.806,96.092,3.908,22.55,224,0.900,bicubic
flexivit_small.300ep_in1k,82.178,17.822,96.036,3.964,22.06,240,0.950,bicubic
resnext50_32x4d.fb_swsl_ig1b_ft_in1k,82.174,17.826,96.222,3.778,25.03,224,0.875,bilinear
efficientformerv2_s2.snap_dist_in1k,82.166,17.834,95.910,4.090,12.71,224,0.950,bicubic
focalnet_tiny_lrf.ms_in1k,82.154,17.846,95.948,4.052,28.65,224,0.900,bicubic
swin_s3_tiny_224.ms_in1k,82.144,17.856,95.954,4.046,28.33,224,0.900,bicubic
focalnet_tiny_srf.ms_in1k,82.134,17.866,95.968,4.032,28.43,224,0.900,bicubic
ecaresnet50t.a1_in1k,82.128,17.872,95.642,4.358,25.57,288,1.000,bicubic
visformer_small.in1k,82.102,17.898,95.878,4.122,40.22,224,0.900,bicubic
poolformer_m36.sail_in1k,82.102,17.898,95.698,4.302,56.17,224,0.950,bicubic
pvt_v2_b2.in1k,82.086,17.914,95.956,4.044,25.36,224,0.900,bicubic
tresnet_xl.miil_in1k,82.074,17.926,95.926,4.074,78.44,224,0.875,bilinear
halo2botnet50ts_256.a1h_in1k,82.062,17.938,95.634,4.366,22.64,256,0.950,bicubic
coatnet_rmlp_nano_rw_224.sw_in1k,82.050,17.950,95.880,4.120,15.15,224,0.900,bicubic
hrnet_w18_ssld.paddle_in1k,82.046,17.954,96.250,3.750,21.30,288,1.000,bilinear
fbnetv3_g.ra2_in1k,82.036,17.964,96.058,3.942,16.62,288,0.950,bilinear
resnext50_32x4d.a1h_in1k,82.014,17.986,95.934,4.066,25.03,288,1.000,bicubic
resnetv2_50d_evos.ah_in1k,82.000,18.000,95.900,4.100,25.59,288,1.000,bicubic
ecaresnet101d_pruned.miil_in1k,81.998,18.002,96.160,3.840,24.88,288,0.950,bicubic
deit_base_patch16_224.fb_in1k,81.992,18.008,95.736,4.264,86.57,224,0.900,bicubic
xception41p.ra3_in1k,81.972,18.028,95.796,4.204,26.91,299,0.940,bicubic
xcit_small_12_p16_224.fb_in1k,81.970,18.030,95.812,4.188,26.25,224,1.000,bicubic
tf_efficientnetv2_b3.in1k,81.970,18.030,95.788,4.212,14.36,300,0.904,bicubic
resnetv2_50d_gn.ah_in1k,81.958,18.042,95.928,4.072,25.57,288,1.000,bicubic
gcvit_xtiny.in1k,81.954,18.046,95.968,4.032,19.98,224,0.875,bicubic
coatnext_nano_rw_224.sw_in1k,81.942,18.058,95.916,4.084,14.70,224,0.900,bicubic
mobilevitv2_175.cvnets_in22k_ft_in1k,81.938,18.062,95.790,4.210,14.25,256,0.888,bicubic
vit_base_patch32_clip_224.openai_ft_in1k,81.930,18.070,95.966,4.034,88.22,224,0.900,bicubic
xcit_tiny_24_p8_224.fb_in1k,81.892,18.108,95.970,4.030,12.11,224,1.000,bicubic
resnet101.tv2_in1k,81.890,18.110,95.768,4.232,44.55,224,0.965,bilinear
vit_small_r26_s32_224.augreg_in21k_ft_in1k,81.864,18.136,96.022,3.978,36.43,224,0.900,bicubic
resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k,81.842,18.158,96.092,3.908,194.03,224,0.875,bilinear
tf_efficientnet_b3.ap_in1k,81.826,18.174,95.626,4.374,12.23,300,0.904,bicubic
swinv2_tiny_window8_256.ms_in1k,81.820,18.180,95.994,4.006,28.35,256,0.900,bicubic
pit_s_distilled_224.in1k,81.808,18.192,95.728,4.272,24.04,224,0.900,bicubic
swinv2_cr_tiny_ns_224.sw_in1k,81.802,18.198,95.818,4.182,28.33,224,0.900,bicubic
vit_base_patch16_224.orig_in21k_ft_in1k,81.786,18.214,96.124,3.876,86.57,224,0.900,bicubic
cs3sedarknet_l.c2ns_in1k,81.784,18.216,95.958,4.042,21.91,288,0.950,bicubic
regnety_032.tv2_in1k,81.756,18.244,95.840,4.160,19.44,224,0.965,bicubic
tresnet_m.miil_in1k_448,81.708,18.292,95.574,4.426,31.39,448,0.875,bilinear
coatnet_nano_rw_224.sw_in1k,81.698,18.302,95.646,4.354,15.14,224,0.900,bicubic
twins_svt_small.in1k,81.678,18.322,95.660,4.340,24.06,224,0.900,bicubic
halonet50ts.a1h_in1k,81.660,18.340,95.610,4.390,22.73,256,0.940,bicubic
ecaresnet50t.a2_in1k,81.658,18.342,95.552,4.448,25.57,288,1.000,bicubic
ecaresnet50d.miil_in1k,81.650,18.350,95.882,4.118,25.58,288,0.950,bicubic
tf_efficientnet_b3.aa_in1k,81.644,18.356,95.722,4.278,12.23,300,0.904,bicubic
rexnet_200.nav_in1k,81.636,18.364,95.664,4.336,16.37,224,0.875,bicubic
resnetaa50.a1h_in1k,81.614,18.386,95.802,4.198,25.56,288,1.000,bicubic
resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k,81.606,18.394,96.040,3.960,88.79,224,0.875,bilinear
wide_resnet50_2.tv2_in1k,81.606,18.394,95.762,4.238,68.88,224,0.965,bilinear
convnext_nano_ols.d1h_in1k,81.600,18.400,95.636,4.364,15.65,288,1.000,bicubic
poolformerv2_s36.sail_in1k,81.568,18.432,95.690,4.310,30.79,224,1.000,bicubic
edgenext_small.usi_in1k,81.564,18.436,95.712,4.288,5.59,320,1.000,bicubic
lamhalobotnet50ts_256.a1h_in1k,81.554,18.446,95.490,4.510,22.57,256,0.950,bicubic
regnetx_080.tv2_in1k,81.538,18.462,95.542,4.458,39.57,224,0.965,bicubic
tnt_s_patch16_224,81.536,18.464,95.736,4.264,23.76,224,0.900,bicubic
crossvit_15_240.in1k,81.534,18.466,95.692,4.308,27.53,240,0.875,bicubic
tf_efficientnet_lite4.in1k,81.532,18.468,95.664,4.336,13.01,380,0.920,bilinear
levit_conv_256.fb_dist_in1k,81.520,18.480,95.490,4.510,18.89,224,0.900,bicubic
levit_256.fb_dist_in1k,81.514,18.486,95.492,4.508,18.89,224,0.900,bicubic
vit_large_patch32_384.orig_in21k_ft_in1k,81.510,18.490,96.090,3.910,306.63,384,1.000,bicubic
mobilevitv2_150.cvnets_in22k_ft_in1k,81.488,18.512,95.668,4.332,10.59,256,0.888,bicubic
convnext_nano.d1h_in1k,81.482,18.518,95.658,4.342,15.59,288,1.000,bicubic
tresnet_l.miil_in1k,81.480,18.520,95.624,4.376,55.99,224,0.875,bilinear
resnext50_32x4d.a1_in1k,81.466,18.534,95.174,4.826,25.03,288,1.000,bicubic
vit_relpos_small_patch16_224.sw_in1k,81.462,18.538,95.820,4.180,21.98,224,0.900,bicubic
gcresnet50t.ra2_in1k,81.456,18.544,95.718,4.282,25.90,288,1.000,bicubic
resnet50d.a1_in1k,81.450,18.550,95.218,4.782,25.58,288,1.000,bicubic
poolformer_s36.sail_in1k,81.430,18.570,95.444,4.556,30.86,224,0.900,bicubic
nest_tiny_jx.goog_in1k,81.426,18.574,95.618,4.382,17.06,224,0.875,bicubic
convit_small.fb_in1k,81.420,18.580,95.744,4.256,27.78,224,0.875,bicubic
ecaresnetlight.miil_in1k,81.408,18.592,95.816,4.184,30.16,288,0.950,bicubic
resnetv2_50.a1h_in1k,81.398,18.602,95.726,4.274,25.55,288,1.000,bicubic
tf_efficientnet_b1.ns_jft_in1k,81.394,18.606,95.736,4.264,7.79,240,0.882,bicubic
vit_small_patch16_224.augreg_in21k_ft_in1k,81.384,18.616,96.136,3.864,22.05,224,0.900,bicubic
swin_tiny_patch4_window7_224.ms_in1k,81.376,18.624,95.544,4.456,28.29,224,0.900,bicubic
deit3_small_patch16_224.fb_in1k,81.370,18.630,95.456,4.544,22.06,224,0.900,bicubic
convmixer_1536_20.in1k,81.362,18.638,95.614,4.386,51.63,224,0.960,bicubic
resnet50d.ra2_in1k,81.356,18.644,95.738,4.262,25.58,288,0.950,bicubic
gernet_l.idstcv_in1k,81.354,18.646,95.530,4.470,31.08,256,0.875,bilinear
efficientnet_el.ra_in1k,81.312,18.688,95.536,4.464,10.59,300,0.904,bicubic
legacy_senet154.in1k,81.308,18.692,95.492,4.508,115.09,224,0.875,bilinear
resnext50_32x4d.a2_in1k,81.304,18.696,95.096,4.904,25.03,288,1.000,bicubic
seresnet50.ra2_in1k,81.284,18.716,95.652,4.348,28.09,288,0.950,bicubic
coat_mini.in1k,81.270,18.730,95.382,4.618,10.34,224,0.900,bicubic
gcresnext50ts.ch_in1k,81.232,18.768,95.544,4.456,15.67,288,1.000,bicubic
senet154.gluon_in1k,81.226,18.774,95.358,4.642,115.09,224,0.875,bicubic
res2net101d.in1k,81.224,18.776,95.352,4.648,45.23,224,0.875,bilinear
deit_small_distilled_patch16_224.fb_in1k,81.218,18.782,95.384,4.616,22.44,224,0.900,bicubic
resnet50_gn.a1h_in1k,81.216,18.784,95.628,4.372,25.56,288,0.950,bicubic
resnet50.a1_in1k,81.214,18.786,95.102,4.898,25.56,288,1.000,bicubic
xcit_tiny_12_p8_224.fb_dist_in1k,81.212,18.788,95.602,4.398,6.71,224,1.000,bicubic
resnet50.fb_swsl_ig1b_ft_in1k,81.182,18.818,95.992,4.008,25.56,224,0.875,bilinear
resnext50_32x4d.tv2_in1k,81.182,18.818,95.340,4.660,25.03,224,0.965,bilinear
sebotnet33ts_256.a1h_in1k,81.166,18.834,95.168,4.832,13.70,256,0.940,bicubic
resnet50d.a2_in1k,81.164,18.836,95.084,4.916,25.58,288,1.000,bicubic
lambda_resnet50ts.a1h_in1k,81.156,18.844,95.098,4.902,21.54,256,0.950,bicubic
resmlp_36_224.fb_distilled_in1k,81.148,18.852,95.478,4.522,44.69,224,0.875,bicubic
mobilevitv2_200.cvnets_in1k,81.134,18.866,95.362,4.638,18.45,256,0.888,bicubic
resnest50d_4s2x40d.in1k,81.120,18.880,95.560,4.440,30.42,224,0.875,bicubic
vit_small_patch16_384.augreg_in1k,81.116,18.884,95.574,4.426,22.20,384,1.000,bicubic
seresnet50.a2_in1k,81.106,18.894,95.222,4.778,28.09,288,1.000,bicubic
vit_base_patch16_384.augreg_in1k,81.102,18.898,95.330,4.670,86.86,384,1.000,bicubic
seresnet50.a1_in1k,81.102,18.898,95.120,4.880,28.09,288,1.000,bicubic
twins_pcpvt_small.in1k,81.096,18.904,95.648,4.352,24.11,224,0.900,bicubic
vit_srelpos_small_patch16_224.sw_in1k,81.092,18.908,95.570,4.430,21.97,224,0.900,bicubic
pit_s_224.in1k,81.092,18.908,95.332,4.668,23.46,224,0.900,bicubic
convnextv2_pico.fcmae_ft_in1k,81.086,18.914,95.480,4.520,9.07,288,0.950,bicubic
haloregnetz_b.ra3_in1k,81.048,18.952,95.200,4.800,11.68,224,0.940,bicubic
resmlp_big_24_224.fb_in1k,81.036,18.964,95.018,4.982,129.14,224,0.875,bicubic
crossvit_small_240.in1k,81.016,18.984,95.456,4.544,26.86,240,0.875,bicubic
resnet152s.gluon_in1k,81.002,18.998,95.410,4.590,60.32,224,0.875,bicubic
resnest50d_1s4x24d.in1k,80.988,19.012,95.326,4.674,25.68,224,0.875,bicubic
cait_xxs24_384.fb_dist_in1k,80.972,19.028,95.640,4.360,12.03,384,1.000,bicubic
resnet50.d_in1k,80.972,19.028,95.430,4.570,25.56,288,1.000,bicubic
swin_tiny_patch4_window7_224.ms_in22k_ft_in1k,80.968,19.032,96.014,3.986,28.29,224,0.900,bicubic
resnest50d.in1k,80.964,19.036,95.384,4.616,27.48,224,0.875,bilinear
sehalonet33ts.ra2_in1k,80.956,19.044,95.276,4.724,13.69,256,0.940,bicubic
xcit_tiny_12_p16_384.fb_dist_in1k,80.938,19.062,95.414,4.586,6.72,384,1.000,bicubic
regnetx_032.tv2_in1k,80.926,19.074,95.278,4.722,15.30,224,0.965,bicubic
resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k,80.924,19.076,95.734,4.266,44.18,224,0.875,bilinear
resnet50.c1_in1k,80.912,19.088,95.552,4.448,25.56,288,1.000,bicubic
cs3darknet_l.c2ns_in1k,80.896,19.104,95.662,4.338,21.16,288,0.950,bicubic
seresnext101_64x4d.gluon_in1k,80.896,19.104,95.296,4.704,88.23,224,0.875,bicubic
seresnext101_32x4d.gluon_in1k,80.892,19.108,95.296,4.704,48.96,224,0.875,bicubic
cs3darknet_focus_l.c2ns_in1k,80.880,19.120,95.682,4.318,21.15,288,0.950,bicubic
tf_efficientnet_b3.in1k,80.878,19.122,95.300,4.700,12.23,300,0.904,bicubic
resnet50.c2_in1k,80.870,19.130,95.534,4.466,25.56,288,1.000,bicubic
mobilevitv2_175.cvnets_in1k,80.860,19.140,95.256,4.744,14.25,256,0.888,bicubic
efficientnet_b3_pruned.in1k,80.852,19.148,95.244,4.756,9.86,300,0.904,bicubic
resnet50.tv2_in1k,80.850,19.150,95.434,4.566,25.56,224,0.965,bilinear
regnety_320.pycls_in1k,80.808,19.192,95.238,4.762,145.05,224,0.875,bicubic
tresnet_m.miil_in1k,80.798,19.202,94.856,5.144,31.39,224,0.875,bilinear
ecaresnet50d_pruned.miil_in1k,80.790,19.210,95.570,4.430,19.94,288,0.950,bicubic
seresnet33ts.ra2_in1k,80.784,19.216,95.362,4.638,19.78,288,1.000,bicubic
resnet50.a2_in1k,80.772,19.228,94.988,5.012,25.56,288,1.000,bicubic
resmlp_24_224.fb_distilled_in1k,80.756,19.244,95.224,4.776,30.02,224,0.875,bicubic
poolformerv2_s24.sail_in1k,80.748,19.252,95.310,4.690,21.34,224,1.000,bicubic
gernet_m.idstcv_in1k,80.734,19.266,95.186,4.814,21.14,224,0.875,bilinear
regnetz_b16.ra3_in1k,80.728,19.272,95.520,4.480,9.72,288,1.000,bicubic
vit_base_patch32_224.augreg_in21k_ft_in1k,80.716,19.284,95.566,4.434,88.22,224,0.900,bicubic
resnet50.b1k_in1k,80.706,19.294,95.432,4.568,25.56,288,1.000,bicubic
resnext50_32x4d.ra_in1k,80.698,19.302,95.390,4.610,25.03,288,0.950,bicubic
resnet50.a1h_in1k,80.676,19.324,95.306,4.694,25.56,224,1.000,bicubic
eca_resnet33ts.ra2_in1k,80.672,19.328,95.364,4.636,19.68,288,1.000,bicubic
regnety_016.tv2_in1k,80.668,19.332,95.330,4.670,11.20,224,0.965,bicubic
resnext50d_32x4d.bt_in1k,80.664,19.336,95.420,4.580,25.05,288,0.950,bicubic
nf_resnet50.ra2_in1k,80.640,19.360,95.332,4.668,25.56,288,0.940,bicubic
eva02_tiny_patch14_336.mim_in22k_ft_in1k,80.630,19.370,95.526,4.474,5.76,336,1.000,bicubic
efficientnet_b2.ra_in1k,80.610,19.390,95.314,4.686,9.11,288,1.000,bicubic
gcresnet33ts.ra2_in1k,80.600,19.400,95.320,4.680,19.88,288,1.000,bicubic
resnext101_64x4d.gluon_in1k,80.600,19.400,94.992,5.008,83.46,224,0.875,bicubic
cspresnext50.ra_in1k,80.556,19.444,95.322,4.678,20.57,256,0.887,bilinear
resnet152.a3_in1k,80.546,19.454,95.000,5.000,60.19,224,0.950,bicubic
darknet53.c2ns_in1k,80.536,19.464,95.434,4.566,41.61,288,1.000,bicubic
maxvit_rmlp_pico_rw_256.sw_in1k,80.514,19.486,95.214,4.786,7.52,256,0.950,bicubic
repvgg_b3.rvgg_in1k,80.506,19.494,95.254,4.746,123.09,224,0.875,bilinear
darknetaa53.c2ns_in1k,80.502,19.498,95.322,4.678,36.02,288,1.000,bilinear
efficientformer_l1.snap_dist_in1k,80.498,19.502,94.988,5.012,12.29,224,0.950,bicubic
vit_small_patch32_384.augreg_in21k_ft_in1k,80.486,19.514,95.596,4.404,22.92,384,1.000,bicubic
mixnet_xl.ra_in1k,80.482,19.518,94.936,5.064,11.90,224,0.875,bicubic
resnet152d.gluon_in1k,80.476,19.524,95.202,4.798,60.21,224,0.875,bicubic
convnext_pico_ols.d1_in1k,80.464,19.536,95.246,4.754,9.06,288,1.000,bicubic
inception_resnet_v2.tf_in1k,80.462,19.538,95.308,4.692,55.84,299,0.897,bicubic
edgenext_small_rw.sw_in1k,80.458,19.542,95.190,4.810,7.83,320,1.000,bicubic
resnet50.b2k_in1k,80.454,19.546,95.318,4.682,25.56,288,1.000,bicubic
xcit_tiny_24_p16_224.fb_dist_in1k,80.454,19.546,95.218,4.782,12.12,224,1.000,bicubic
resnet101d.gluon_in1k,80.426,19.574,95.024,4.976,44.57,224,0.875,bicubic
convnext_pico.d1_in1k,80.414,19.586,95.050,4.950,9.05,288,0.950,bicubic
regnety_120.pycls_in1k,80.386,19.614,95.128,4.872,51.82,224,0.875,bicubic
mobilevitv2_150.cvnets_in1k,80.370,19.630,95.074,4.926,10.59,256,0.888,bicubic
ese_vovnet39b.ra_in1k,80.350,19.650,95.366,4.634,24.57,288,0.950,bicubic
resnetv2_50x1_bit.goog_in21k_ft_in1k,80.340,19.660,95.680,4.320,25.55,448,1.000,bilinear
resnext101_32x4d.gluon_in1k,80.340,19.660,94.930,5.070,44.18,224,0.875,bicubic
resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k,80.338,19.662,95.398,4.602,25.03,224,0.875,bilinear
rexnet_150.nav_in1k,80.324,19.676,95.174,4.826,9.73,224,0.875,bicubic
tf_efficientnet_b2.ap_in1k,80.308,19.692,95.028,4.972,9.11,260,0.890,bicubic
resnet101s.gluon_in1k,80.302,19.698,95.150,4.850,44.67,224,0.875,bicubic
efficientnet_el_pruned.in1k,80.300,19.700,95.222,4.778,10.59,300,0.904,bicubic
regnety_160.pycls_in1k,80.298,19.702,94.962,5.038,83.59,224,0.875,bicubic
poolformer_s24.sail_in1k,80.296,19.704,95.072,4.928,21.39,224,0.900,bicubic
res2net50d.in1k,80.254,19.746,95.036,4.964,25.72,224,0.875,bilinear
tf_efficientnet_el.in1k,80.252,19.748,95.118,4.882,10.59,300,0.904,bicubic
regnetx_320.pycls_in1k,80.246,19.754,95.022,4.978,107.81,224,0.875,bicubic
vit_base_patch16_224.sam_in1k,80.244,19.756,94.756,5.244,86.57,224,0.900,bicubic
resnetblur50.bt_in1k,80.234,19.766,95.234,4.766,25.56,288,0.950,bicubic
legacy_seresnext101_32x4d.in1k,80.230,19.770,95.026,4.974,48.96,224,0.875,bilinear
repvgg_b3g4.rvgg_in1k,80.216,19.784,95.092,4.908,83.83,224,0.875,bilinear
tf_efficientnetv2_b2.in1k,80.194,19.806,95.042,4.958,10.10,260,0.890,bicubic
convmixer_768_32.in1k,80.168,19.832,95.074,4.926,21.11,224,0.960,bicubic
dpn107.mx_in1k,80.168,19.832,94.942,5.058,86.92,224,0.875,bicubic
skresnext50_32x4d.ra_in1k,80.162,19.838,94.640,5.360,27.48,224,0.875,bicubic
inception_v4.tf_in1k,80.156,19.844,94.968,5.032,42.68,299,0.875,bicubic
tf_efficientnet_b2.aa_in1k,80.084,19.916,94.906,5.094,9.11,260,0.890,bicubic
cspdarknet53.ra_in1k,80.062,19.938,95.080,4.920,27.64,256,0.887,bilinear
dpn92.mx_in1k,80.038,19.962,94.860,5.140,37.67,224,0.875,bicubic
inception_resnet_v2.tf_ens_adv_in1k,79.978,20.022,94.946,5.054,55.84,299,0.897,bicubic
resnet50.ram_in1k,79.976,20.024,95.052,4.948,25.56,288,0.950,bicubic
efficientnet_b2_pruned.in1k,79.920,20.080,94.852,5.148,8.31,260,0.890,bicubic
resnet152c.gluon_in1k,79.910,20.090,94.844,5.156,60.21,224,0.875,bicubic
seresnext50_32x4d.gluon_in1k,79.910,20.090,94.824,5.176,27.56,224,0.875,bicubic
resnetrs50.tf_in1k,79.896,20.104,94.972,5.028,35.69,224,0.910,bicubic
xception71.tf_in1k,79.872,20.128,94.928,5.072,42.34,299,0.903,bicubic
regnety_080.pycls_in1k,79.868,20.132,94.832,5.168,39.18,224,0.875,bicubic
regnetx_160.pycls_in1k,79.866,20.134,94.828,5.172,54.28,224,0.875,bicubic
ecaresnet26t.ra2_in1k,79.850,20.150,95.090,4.910,16.01,320,0.950,bicubic
deit_small_patch16_224.fb_in1k,79.844,20.156,95.044,4.956,22.05,224,0.900,bicubic
levit_conv_192.fb_dist_in1k,79.838,20.162,94.784,5.216,10.95,224,0.900,bicubic
levit_192.fb_dist_in1k,79.838,20.162,94.778,5.222,10.95,224,0.900,bicubic
resnet50.ra_in1k,79.836,20.164,94.966,5.034,25.56,288,0.950,bicubic
dpn131.mx_in1k,79.814,20.186,94.700,5.300,79.25,224,0.875,bicubic
resnet101.a3_in1k,79.814,20.186,94.606,5.394,44.55,224,0.950,bicubic
tf_efficientnet_lite3.in1k,79.808,20.192,94.912,5.088,8.20,300,0.904,bilinear
resmlp_36_224.fb_in1k,79.772,20.228,94.884,5.116,44.69,224,0.875,bicubic
cait_xxs36_224.fb_dist_in1k,79.746,20.254,94.874,5.126,17.30,224,1.000,bicubic
gcvit_xxtiny.in1k,79.728,20.272,95.080,4.920,12.00,224,0.875,bicubic
resnet33ts.ra2_in1k,79.726,20.274,94.828,5.172,19.68,288,1.000,bicubic
regnety_064.pycls_in1k,79.714,20.286,94.766,5.234,30.58,224,0.875,bicubic
resnet152.gluon_in1k,79.694,20.306,94.736,5.264,60.19,224,0.875,bicubic
xcit_tiny_12_p8_224.fb_in1k,79.688,20.312,95.054,4.946,6.71,224,1.000,bicubic
efficientformerv2_s1.snap_dist_in1k,79.688,20.312,94.710,5.290,6.19,224,0.950,bicubic
fbnetv3_d.ra2_in1k,79.682,20.318,94.944,5.056,10.31,256,0.950,bilinear
mobilevitv2_125.cvnets_in1k,79.680,20.320,94.858,5.142,7.48,256,0.888,bicubic
dpn98.mx_in1k,79.670,20.330,94.654,5.346,61.57,224,0.875,bicubic
gmlp_s16_224.ra3_in1k,79.644,20.356,94.622,5.378,19.42,224,0.875,bicubic
resnet50.bt_in1k,79.640,20.360,94.892,5.108,25.56,288,0.950,bicubic
tf_efficientnet_b2.in1k,79.604,20.396,94.714,5.286,9.11,260,0.890,bicubic
cspresnet50.ra_in1k,79.590,20.410,94.712,5.288,21.62,256,0.887,bilinear
regnetx_120.pycls_in1k,79.588,20.412,94.742,5.258,46.11,224,0.875,bicubic
xception65.tf_in1k,79.556,20.444,94.654,5.346,39.92,299,0.903,bicubic
ecaresnet50t.a3_in1k,79.552,20.448,94.694,5.306,25.57,224,0.950,bicubic
resnet101c.gluon_in1k,79.542,20.458,94.586,5.414,44.57,224,0.875,bicubic
rexnet_130.nav_in1k,79.504,20.496,94.678,5.322,7.56,224,0.875,bicubic
eca_halonext26ts.c1_in1k,79.486,20.514,94.600,5.400,10.76,256,0.940,bicubic
vit_relpos_base_patch32_plus_rpn_256.sw_in1k,79.484,20.516,94.138,5.862,119.42,256,0.900,bicubic
hrnet_w64.ms_in1k,79.474,20.526,94.646,5.354,128.06,224,0.875,bilinear
tf_efficientnetv2_b1.in1k,79.462,20.538,94.722,5.278,8.14,240,0.882,bicubic
xcit_tiny_24_p16_224.fb_in1k,79.448,20.552,94.878,5.122,12.12,224,1.000,bicubic
dla102x2.in1k,79.444,20.556,94.638,5.362,41.28,224,0.875,bilinear
regnetx_016.tv2_in1k,79.436,20.564,94.768,5.232,9.19,224,0.965,bicubic
resnet32ts.ra2_in1k,79.392,20.608,94.652,5.348,17.96,288,1.000,bicubic
repvgg_b2g4.rvgg_in1k,79.382,20.618,94.676,5.324,61.76,224,0.875,bilinear
resmlp_24_224.fb_in1k,79.374,20.626,94.546,5.454,30.02,224,0.875,bicubic
dpn68b.ra_in1k,79.362,20.638,94.438,5.562,12.61,288,1.000,bicubic
resnext50_32x4d.gluon_in1k,79.360,20.640,94.430,5.570,25.03,224,0.875,bicubic
convnextv2_femto.fcmae_ft_in1k,79.338,20.662,94.560,5.440,5.23,288,0.950,bicubic
resnet101.gluon_in1k,79.310,20.690,94.522,5.478,44.55,224,0.875,bicubic
resnext101_32x8d.tv_in1k,79.310,20.690,94.520,5.480,88.79,224,0.875,bilinear
nf_regnet_b1.ra2_in1k,79.306,20.694,94.740,5.260,10.22,288,0.900,bicubic
hrnet_w48.ms_in1k,79.302,20.698,94.516,5.484,77.47,224,0.875,bilinear
tf_efficientnet_cc_b1_8e.in1k,79.302,20.698,94.374,5.626,39.72,240,0.882,bicubic
tf_efficientnet_b1.ap_in1k,79.280,20.720,94.308,5.692,7.79,240,0.882,bicubic
eca_botnext26ts_256.c1_in1k,79.268,20.732,94.606,5.394,10.59,256,0.950,bicubic
resnext50_32x4d.a3_in1k,79.268,20.732,94.306,5.694,25.03,224,0.950,bicubic
botnet26t_256.c1_in1k,79.256,20.744,94.534,5.466,12.49,256,0.950,bicubic
efficientnet_em.ra2_in1k,79.240,20.760,94.794,5.206,6.90,240,0.882,bicubic
resnet50.fb_ssl_yfcc100m_ft_in1k,79.234,20.766,94.826,5.174,25.56,224,0.875,bilinear
regnety_040.pycls_in1k,79.232,20.768,94.656,5.344,20.65,224,0.875,bicubic
regnetx_080.pycls_in1k,79.202,20.798,94.552,5.448,39.57,224,0.875,bicubic
res2net101_26w_4s.in1k,79.202,20.798,94.436,5.564,45.21,224,0.875,bilinear
pit_xs_distilled_224.in1k,79.180,20.820,94.362,5.638,11.00,224,0.900,bicubic
vit_base_patch16_224.augreg_in1k,79.154,20.846,94.090,5.910,86.57,224,0.900,bicubic
fbnetv3_b.ra2_in1k,79.142,20.858,94.742,5.258,8.60,256,0.950,bilinear
halonet26t.a1h_in1k,79.106,20.894,94.306,5.694,12.48,256,0.950,bicubic
coat_lite_mini.in1k,79.102,20.898,94.608,5.392,11.01,224,0.900,bicubic
lambda_resnet26t.c1_in1k,79.088,20.912,94.590,5.410,10.96,256,0.940,bicubic
resnet50d.gluon_in1k,79.078,20.922,94.468,5.532,25.58,224,0.875,bicubic
legacy_seresnext50_32x4d.in1k,79.076,20.924,94.432,5.568,27.56,224,0.875,bilinear
regnetx_064.pycls_in1k,79.066,20.934,94.458,5.542,26.21,224,0.875,bicubic
legacy_xception.tf_in1k,79.040,20.960,94.382,5.618,22.86,299,0.897,bicubic
resnet50.am_in1k,78.998,21.002,94.396,5.604,25.56,224,0.875,bicubic
lambda_resnet26rpt_256.c1_in1k,78.968,21.032,94.438,5.562,10.99,256,0.940,bicubic
mixnet_l.ft_in1k,78.966,21.034,94.180,5.820,7.33,224,0.875,bicubic
res2net50_26w_8s.in1k,78.942,21.058,94.294,5.706,48.40,224,0.875,bilinear
hrnet_w40.ms_in1k,78.930,21.070,94.464,5.536,57.56,224,0.875,bilinear
convnext_femto_ols.d1_in1k,78.924,21.076,94.526,5.474,5.23,288,0.950,bicubic
convnext_tiny.fb_in22k_ft_in1k,78.898,21.102,94.674,5.326,28.59,288,1.000,bicubic
hrnet_w44.ms_in1k,78.892,21.108,94.364,5.636,67.06,224,0.875,bilinear
regnety_032.pycls_in1k,78.876,21.124,94.408,5.592,19.44,224,0.875,bicubic
vit_small_patch16_224.augreg_in1k,78.846,21.154,94.288,5.712,22.05,224,0.900,bicubic
wide_resnet101_2.tv_in1k,78.838,21.162,94.282,5.718,126.89,224,0.875,bilinear
tf_efficientnet_b1.aa_in1k,78.830,21.170,94.198,5.802,7.79,240,0.882,bicubic
seresnext26d_32x4d.bt_in1k,78.814,21.186,94.240,5.760,16.81,288,0.950,bicubic
inception_v3.gluon_in1k,78.806,21.194,94.374,5.626,23.83,299,0.875,bicubic
efficientnet_b1.ft_in1k,78.800,21.200,94.342,5.658,7.79,256,1.000,bicubic
repvgg_b2.rvgg_in1k,78.792,21.208,94.420,5.580,89.02,224,0.875,bilinear
tf_mixnet_l.in1k,78.776,21.224,94.002,5.998,7.33,224,0.875,bicubic
vit_base_patch32_384.augreg_in1k,78.752,21.248,94.224,5.776,88.30,384,1.000,bicubic
seresnext26t_32x4d.bt_in1k,78.744,21.256,94.312,5.688,16.81,288,0.950,bicubic
resnet50d.a3_in1k,78.722,21.278,94.236,5.764,25.58,224,0.950,bicubic
resnet50s.gluon_in1k,78.718,21.282,94.242,5.758,25.68,224,0.875,bicubic
convnext_femto.d1_in1k,78.716,21.284,94.430,5.570,5.22,288,0.950,bicubic
dla169.in1k,78.708,21.292,94.346,5.654,53.39,224,0.875,bilinear
pvt_v2_b1.in1k,78.702,21.298,94.502,5.498,14.01,224,0.900,bicubic
regnety_008_tv.tv2_in1k,78.674,21.326,94.386,5.614,6.43,224,0.965,bicubic
tf_efficientnet_b0.ns_jft_in1k,78.670,21.330,94.374,5.626,5.29,224,0.875,bicubic
legacy_seresnet152.in1k,78.660,21.340,94.370,5.630,66.82,224,0.875,bilinear
xcit_tiny_12_p16_224.fb_dist_in1k,78.574,21.426,94.198,5.802,6.72,224,1.000,bicubic
res2net50_26w_6s.in1k,78.568,21.432,94.122,5.878,37.05,224,0.875,bilinear
tf_efficientnet_b1.in1k,78.560,21.440,94.094,5.906,7.79,240,0.882,bicubic
xception41.tf_in1k,78.504,21.496,94.276,5.724,26.97,299,0.903,bicubic
dla102x.in1k,78.498,21.502,94.236,5.764,26.31,224,0.875,bilinear
levit_conv_128.fb_dist_in1k,78.494,21.506,94.008,5.992,9.21,224,0.900,bicubic
regnetx_040.pycls_in1k,78.492,21.508,94.242,5.758,22.12,224,0.875,bicubic
levit_128.fb_dist_in1k,78.490,21.510,94.012,5.988,9.21,224,0.900,bicubic
resnest26d.gluon_in1k,78.484,21.516,94.294,5.706,17.07,224,0.875,bilinear
wide_resnet50_2.tv_in1k,78.480,21.520,94.086,5.914,68.88,224,0.875,bilinear
dla60_res2net.in1k,78.462,21.538,94.202,5.798,20.85,224,0.875,bilinear
hrnet_w32.ms_in1k,78.444,21.556,94.188,5.812,41.23,224,0.875,bilinear
resnet34d.ra2_in1k,78.436,21.564,94.344,5.656,21.82,288,0.950,bicubic
dla60_res2next.in1k,78.434,21.566,94.144,5.856,17.03,224,0.875,bilinear
coat_tiny.in1k,78.426,21.574,94.048,5.952,5.50,224,0.900,bicubic
vit_tiny_patch16_384.augreg_in21k_ft_in1k,78.424,21.576,94.540,5.460,5.79,384,1.000,bicubic
SelecSls60b.in1k,78.414,21.586,94.170,5.830,32.77,224,0.875,bicubic
gcresnext26ts.ch_in1k,78.414,21.586,94.034,5.966,10.48,288,1.000,bicubic
legacy_seresnet101.in1k,78.386,21.614,94.262,5.738,49.33,224,0.875,bilinear
cait_xxs24_224.fb_dist_in1k,78.384,21.616,94.316,5.684,11.96,224,1.000,bicubic
repvgg_b1.rvgg_in1k,78.368,21.632,94.096,5.904,57.42,224,0.875,bilinear
tf_efficientnetv2_b0.in1k,78.358,21.642,94.014,5.986,7.14,224,0.875,bicubic
resnet26t.ra2_in1k,78.332,21.668,94.124,5.876,16.01,320,1.000,bicubic
resnet152.tv_in1k,78.322,21.678,94.048,5.952,60.19,224,0.875,bilinear
mobilevit_s.cvnets_in1k,78.312,21.688,94.144,5.856,5.58,256,0.900,bicubic
seresnext26ts.ch_in1k,78.272,21.728,94.094,5.906,10.39,288,1.000,bicubic
bat_resnext26ts.ch_in1k,78.252,21.748,94.098,5.902,10.73,256,0.900,bicubic
res2next50.in1k,78.242,21.758,93.892,6.108,24.67,224,0.875,bilinear
efficientnet_b1_pruned.in1k,78.242,21.758,93.836,6.164,6.33,240,0.882,bicubic
dla60x.in1k,78.240,21.760,94.034,5.966,17.35,224,0.875,bilinear
hrnet_w30.ms_in1k,78.192,21.808,94.222,5.778,37.71,224,0.875,bilinear
pit_xs_224.in1k,78.180,21.820,94.164,5.836,10.62,224,0.900,bicubic
regnetx_032.pycls_in1k,78.168,21.832,94.082,5.918,15.30,224,0.875,bicubic
visformer_tiny.in1k,78.162,21.838,94.164,5.836,10.32,224,0.900,bicubic
res2net50_14w_8s.in1k,78.158,21.842,93.846,6.154,25.06,224,0.875,bilinear
hrnet_w18.ms_aug_in1k,78.126,21.874,94.052,5.948,21.30,224,0.950,bilinear
tf_efficientnet_em.in1k,78.122,21.878,94.046,5.954,6.90,240,0.882,bicubic
hardcorenas_f.miil_green_in1k,78.098,21.902,93.806,6.194,8.20,224,0.875,bilinear
mobilevitv2_100.cvnets_in1k,78.076,21.924,94.170,5.830,4.90,256,0.888,bicubic
efficientnet_es.ra_in1k,78.054,21.946,93.924,6.076,5.44,224,0.875,bicubic
resnet50.a3_in1k,78.048,21.952,93.780,6.220,25.56,224,0.950,bicubic
gmixer_24_224.ra3_in1k,78.026,21.974,93.668,6.332,24.72,224,0.875,bicubic
dla102.in1k,78.022,21.978,93.932,6.068,33.27,224,0.875,bilinear
resnet50c.gluon_in1k,78.012,21.988,93.988,6.012,25.58,224,0.875,bicubic
poolformerv2_s12.sail_in1k,78.004,21.996,93.864,6.136,11.89,224,1.000,bicubic
eca_resnext26ts.ch_in1k,78.000,22.000,93.926,6.074,10.30,288,1.000,bicubic
SelecSls60.in1k,77.984,22.016,93.832,6.168,30.67,224,0.875,bicubic
resmlp_12_224.fb_distilled_in1k,77.954,22.046,93.560,6.440,15.35,224,0.875,bicubic
res2net50_26w_4s.in1k,77.950,22.050,93.852,6.148,25.70,224,0.875,bilinear
resnet34.a1_in1k,77.918,22.082,93.766,6.234,21.80,288,1.000,bicubic
mobilenetv3_large_100.miil_in21k_ft_in1k,77.918,22.082,92.914,7.086,5.48,224,0.875,bilinear
tf_efficientnet_cc_b0_8e.in1k,77.906,22.094,93.660,6.340,24.01,224,0.875,bicubic
rexnet_100.nav_in1k,77.862,22.138,93.866,6.134,4.80,224,0.875,bicubic
regnety_016.pycls_in1k,77.862,22.138,93.718,6.282,11.20,224,0.875,bicubic
inception_v3.tf_in1k,77.862,22.138,93.644,6.356,23.83,299,0.875,bicubic
xcit_nano_12_p8_384.fb_dist_in1k,77.820,22.180,94.040,5.960,3.05,384,1.000,bicubic
hardcorenas_e.miil_green_in1k,77.784,22.216,93.698,6.302,8.07,224,0.875,bilinear
convnextv2_atto.fcmae_ft_in1k,77.760,22.240,93.726,6.274,3.71,288,0.950,bicubic
ese_vovnet19b_dw.ra_in1k,77.744,22.256,93.788,6.212,6.54,288,0.950,bicubic
efficientnet_b0.ra_in1k,77.694,22.306,93.532,6.468,5.29,224,0.875,bicubic
tinynet_a.in1k,77.658,22.342,93.540,6.460,6.19,192,0.875,bicubic
legacy_seresnet50.in1k,77.644,22.356,93.758,6.242,28.09,224,0.875,bilinear
cs3darknet_m.c2ns_in1k,77.634,22.366,94.016,5.984,9.31,288,0.950,bicubic
resnext50_32x4d.tv_in1k,77.618,22.382,93.696,6.304,25.03,224,0.875,bilinear
inception_v3.tf_adv_in1k,77.592,22.408,93.730,6.270,23.83,299,0.875,bicubic
repvgg_b1g4.rvgg_in1k,77.582,22.418,93.836,6.164,39.97,224,0.875,bilinear
resnet50.gluon_in1k,77.580,22.420,93.718,6.282,25.56,224,0.875,bicubic
coat_lite_tiny.in1k,77.520,22.480,93.922,6.078,5.72,224,0.900,bicubic
dpn68b.mx_in1k,77.518,22.482,93.852,6.148,12.61,224,0.875,bicubic
res2net50_48w_2s.in1k,77.514,22.486,93.552,6.448,25.29,224,0.875,bilinear
tf_efficientnet_lite2.in1k,77.464,22.536,93.750,6.250,6.09,260,0.890,bicubic
hardcorenas_d.miil_green_in1k,77.440,22.560,93.490,6.510,7.50,224,0.875,bilinear
inception_v3.tv_in1k,77.434,22.566,93.474,6.526,23.83,299,0.875,bicubic
resnet26d.bt_in1k,77.408,22.592,93.638,6.362,16.01,288,0.950,bicubic
resnet101.tv_in1k,77.376,22.624,93.542,6.458,44.55,224,0.875,bilinear
densenet161.tv_in1k,77.358,22.642,93.642,6.358,28.68,224,0.875,bicubic
densenetblur121d.ra_in1k,77.320,22.680,93.790,6.210,8.00,288,0.950,bicubic
regnetx_008.tv2_in1k,77.304,22.696,93.666,6.334,7.26,224,0.965,bicubic
mobilenetv2_120d.ra_in1k,77.302,22.698,93.504,6.496,5.83,224,0.875,bicubic
tf_efficientnet_cc_b0_4e.in1k,77.302,22.698,93.336,6.664,13.31,224,0.875,bicubic
densenet201.tv_in1k,77.286,22.714,93.480,6.520,20.01,224,0.875,bicubic
cs3darknet_focus_m.c2ns_in1k,77.284,22.716,93.966,6.034,9.30,288,0.950,bicubic
mixnet_m.ft_in1k,77.258,22.742,93.418,6.582,5.01,224,0.875,bicubic
poolformer_s12.sail_in1k,77.234,22.766,93.532,6.468,11.92,224,0.900,bicubic
convnext_atto_ols.a2_in1k,77.216,22.784,93.676,6.324,3.70,288,0.950,bicubic
resnext26ts.ra2_in1k,77.174,22.826,93.464,6.536,10.30,288,1.000,bicubic
SelecSls42b.in1k,77.170,22.830,93.392,6.608,32.46,224,0.875,bicubic
resnet34.a2_in1k,77.158,22.842,93.274,6.726,21.80,288,1.000,bicubic
xcit_tiny_12_p16_224.fb_in1k,77.140,22.860,93.716,6.284,6.72,224,1.000,bicubic
legacy_seresnext26_32x4d.in1k,77.108,22.892,93.314,6.686,16.79,224,0.875,bicubic
tf_efficientnet_b0.ap_in1k,77.090,22.910,93.262,6.738,5.29,224,0.875,bicubic
hardcorenas_c.miil_green_in1k,77.058,22.942,93.168,6.832,5.52,224,0.875,bilinear
dla60.in1k,77.046,22.954,93.318,6.682,22.04,224,0.875,bilinear
seresnet50.a3_in1k,77.028,22.972,93.074,6.926,28.09,224,0.950,bicubic
convnext_atto.d2_in1k,77.008,22.992,93.702,6.298,3.70,288,0.950,bicubic
crossvit_9_dagger_240.in1k,76.980,23.020,93.620,6.380,8.78,240,0.875,bicubic
tf_mixnet_m.in1k,76.954,23.046,93.154,6.846,5.01,224,0.875,bicubic
convmixer_1024_20_ks9_p14.in1k,76.936,23.064,93.350,6.650,24.38,224,0.960,bicubic
regnetx_016.pycls_in1k,76.924,23.076,93.416,6.584,9.19,224,0.875,bicubic
skresnet34.ra_in1k,76.910,23.090,93.316,6.684,22.28,224,0.875,bicubic
gernet_s.idstcv_in1k,76.910,23.090,93.144,6.856,8.17,224,0.875,bilinear
tf_efficientnet_b0.aa_in1k,76.834,23.166,93.220,6.780,5.29,224,0.875,bicubic
hrnet_w18.ms_in1k,76.752,23.248,93.444,6.556,21.30,224,0.875,bilinear
resmlp_12_224.fb_in1k,76.648,23.352,93.178,6.822,15.35,224,0.875,bicubic
tf_efficientnet_lite1.in1k,76.644,23.356,93.230,6.770,5.42,240,0.882,bicubic
mixer_b16_224.goog_in21k_ft_in1k,76.602,23.398,92.224,7.776,59.88,224,0.875,bicubic
tf_efficientnet_es.in1k,76.600,23.400,93.202,6.798,5.44,224,0.875,bicubic
hardcorenas_b.miil_green_in1k,76.536,23.464,92.760,7.240,5.18,224,0.875,bilinear
tf_efficientnet_b0.in1k,76.532,23.468,93.008,6.992,5.29,224,0.875,bicubic
levit_128s.fb_dist_in1k,76.526,23.474,92.872,7.128,7.78,224,0.900,bicubic
mobilenetv2_140.ra_in1k,76.520,23.480,92.986,7.014,6.11,224,0.875,bicubic
levit_conv_128s.fb_dist_in1k,76.520,23.480,92.866,7.134,7.78,224,0.900,bicubic
densenet121.ra_in1k,76.500,23.500,93.368,6.632,7.98,288,0.950,bicubic
resnet34.bt_in1k,76.480,23.520,93.354,6.646,21.80,288,0.950,bicubic
repvgg_a2.rvgg_in1k,76.458,23.542,93.002,6.998,28.21,224,0.875,bilinear
resnet26.bt_in1k,76.366,23.634,93.180,6.820,16.00,288,0.950,bicubic
dpn68.mx_in1k,76.346,23.654,93.008,6.992,12.61,224,0.875,bicubic
xcit_nano_12_p8_224.fb_dist_in1k,76.332,23.668,93.094,6.906,3.05,224,1.000,bicubic
regnety_008.pycls_in1k,76.302,23.698,93.060,6.940,6.26,224,0.875,bicubic
resnet50.tv_in1k,76.130,23.870,92.858,7.142,25.56,224,0.875,bilinear
efficientformerv2_s0.snap_dist_in1k,76.118,23.882,92.860,7.140,3.60,224,0.950,bicubic
vit_small_patch32_224.augreg_in21k_ft_in1k,75.994,24.006,93.270,6.730,22.88,224,0.900,bicubic
mixnet_s.ft_in1k,75.994,24.006,92.798,7.202,4.13,224,0.875,bicubic
vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k,75.962,24.038,93.264,6.736,6.36,384,1.000,bicubic
hardcorenas_a.miil_green_in1k,75.930,24.070,92.510,7.490,5.26,224,0.875,bilinear
densenet169.tv_in1k,75.900,24.100,93.028,6.972,14.15,224,0.875,bicubic
mobilenetv3_large_100.ra_in1k,75.766,24.234,92.538,7.462,5.48,224,0.875,bicubic
edgenext_x_small.in1k,75.688,24.312,92.766,7.234,2.34,288,1.000,bicubic
tf_mixnet_s.in1k,75.652,24.348,92.636,7.364,4.13,224,0.875,bicubic
mobilenetv3_rw.rmsp_in1k,75.620,24.380,92.704,7.296,5.48,224,0.875,bicubic
mobilevitv2_075.cvnets_in1k,75.608,24.392,92.744,7.256,2.87,256,0.888,bicubic
regnety_004.tv2_in1k,75.598,24.402,92.696,7.304,4.34,224,0.965,bicubic
tf_mobilenetv3_large_100.in1k,75.516,24.484,92.594,7.406,5.48,224,0.875,bilinear
resnest14d.gluon_in1k,75.510,24.490,92.504,7.496,10.61,224,0.875,bilinear
efficientnet_lite0.ra_in1k,75.480,24.520,92.522,7.478,4.65,224,0.875,bicubic
xcit_nano_12_p16_384.fb_dist_in1k,75.458,24.542,92.696,7.304,3.05,384,1.000,bicubic
vit_tiny_patch16_224.augreg_in21k_ft_in1k,75.454,24.546,92.844,7.156,5.72,224,0.900,bicubic
semnasnet_100.rmsp_in1k,75.450,24.550,92.594,7.406,3.89,224,0.875,bicubic
regnety_006.pycls_in1k,75.270,24.730,92.526,7.474,6.06,224,0.875,bicubic
repvgg_b0.rvgg_in1k,75.142,24.858,92.416,7.584,15.82,224,0.875,bilinear
fbnetc_100.rmsp_in1k,75.130,24.870,92.388,7.612,5.57,224,0.875,bilinear
hrnet_w18_small_v2.ms_in1k,75.114,24.886,92.414,7.586,15.60,224,0.875,bilinear
mobilenetv2_110d.ra_in1k,75.056,24.944,92.186,7.814,4.52,224,0.875,bicubic
regnetx_008.pycls_in1k,75.030,24.970,92.338,7.662,7.26,224,0.875,bicubic
efficientnet_es_pruned.in1k,75.014,24.986,92.446,7.554,5.44,224,0.875,bicubic
tinynet_b.in1k,74.978,25.022,92.186,7.814,3.73,188,0.875,bicubic
vit_base_patch32_224.augreg_in1k,74.894,25.106,91.778,8.222,88.22,224,0.900,bicubic
tf_efficientnet_lite0.in1k,74.830,25.170,92.172,7.828,4.65,224,0.875,bicubic
legacy_seresnet34.in1k,74.808,25.192,92.126,7.874,21.96,224,0.875,bilinear
densenet121.tv_in1k,74.764,25.236,92.154,7.846,7.98,224,0.875,bicubic
mnasnet_100.rmsp_in1k,74.650,25.350,92.124,7.876,4.38,224,0.875,bicubic
dla34.in1k,74.638,25.362,92.064,7.936,15.74,224,0.875,bilinear
mobilevit_xs.cvnets_in1k,74.636,25.364,92.346,7.654,2.32,256,0.900,bicubic
regnetx_004_tv.tv2_in1k,74.596,25.404,92.178,7.822,5.50,224,0.965,bicubic
resnet34.gluon_in1k,74.578,25.422,91.984,8.016,21.80,224,0.875,bicubic
deit_tiny_distilled_patch16_224.fb_in1k,74.500,25.500,91.892,8.108,5.91,224,0.900,bicubic
pit_ti_distilled_224.in1k,74.254,25.746,91.954,8.046,5.10,224,0.900,bicubic
vgg19_bn.tv_in1k,74.216,25.784,91.844,8.156,143.68,224,0.875,bilinear
spnasnet_100.rmsp_in1k,74.086,25.914,91.820,8.180,4.42,224,0.875,bilinear
regnety_004.pycls_in1k,74.028,25.972,91.750,8.250,4.34,224,0.875,bicubic
ghostnet_100.in1k,73.982,26.018,91.466,8.534,5.18,224,0.875,bilinear
crossvit_9_240.in1k,73.958,26.042,91.968,8.032,8.55,240,0.875,bicubic
xcit_nano_12_p8_224.fb_in1k,73.916,26.084,92.170,7.830,3.05,224,1.000,bicubic
regnetx_006.pycls_in1k,73.868,26.132,91.678,8.322,6.20,224,0.875,bicubic
resnet18d.ra2_in1k,73.794,26.206,91.838,8.162,11.71,288,0.950,bicubic
vit_base_patch32_224.sam_in1k,73.694,26.306,91.014,8.986,88.22,224,0.900,bicubic
tf_mobilenetv3_large_075.in1k,73.432,26.568,91.352,8.648,3.99,224,0.875,bilinear
vgg16_bn.tv_in1k,73.370,26.630,91.514,8.486,138.37,224,0.875,bilinear
crossvit_tiny_240.in1k,73.336,26.664,91.908,8.092,7.01,240,0.875,bicubic
resnet18.fb_swsl_ig1b_ft_in1k,73.282,26.718,91.732,8.268,11.69,224,0.875,bilinear
resnet18.a1_in1k,73.158,26.842,91.026,8.974,11.69,288,1.000,bicubic
convit_tiny.fb_in1k,73.112,26.888,91.712,8.288,5.71,224,0.875,bicubic
skresnet18.ra_in1k,73.038,26.962,91.172,8.828,11.96,224,0.875,bicubic
semnasnet_075.rmsp_in1k,72.992,27.008,91.138,8.862,2.91,224,0.875,bicubic
mobilenetv2_100.ra_in1k,72.976,27.024,91.010,8.990,3.50,224,0.875,bicubic
resnet34.a3_in1k,72.970,27.030,91.108,8.892,21.80,224,0.950,bicubic
pit_ti_224.in1k,72.910,27.090,91.400,8.600,4.85,224,0.900,bicubic
resnet18.fb_ssl_yfcc100m_ft_in1k,72.594,27.406,91.418,8.582,11.69,224,0.875,bilinear
regnetx_004.pycls_in1k,72.398,27.602,90.828,9.172,5.16,224,0.875,bicubic
vgg19.tv_in1k,72.378,27.622,90.874,9.126,143.67,224,0.875,bilinear
resnet18.a2_in1k,72.372,27.628,90.596,9.404,11.69,288,1.000,bicubic
hrnet_w18_small.ms_in1k,72.338,27.662,90.678,9.322,13.19,224,0.875,bilinear
xcit_nano_12_p16_224.fb_dist_in1k,72.310,27.690,90.860,9.140,3.05,224,1.000,bicubic
tf_mobilenetv3_large_minimal_100.in1k,72.258,27.742,90.638,9.362,3.92,224,0.875,bilinear
resnet14t.c3_in1k,72.254,27.746,90.302,9.698,10.08,224,0.950,bicubic
deit_tiny_patch16_224.fb_in1k,72.172,27.828,91.112,8.888,5.72,224,0.900,bicubic
lcnet_100.ra2_in1k,72.096,27.904,90.362,9.638,2.95,224,0.875,bicubic
mixer_l16_224.goog_in21k_ft_in1k,72.054,27.946,87.674,12.326,208.20,224,0.875,bicubic
edgenext_xx_small.in1k,71.878,28.122,90.552,9.448,1.33,288,1.000,bicubic
vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k,71.798,28.202,90.824,9.176,6.34,224,0.900,bicubic
legacy_seresnet18.in1k,71.766,28.234,90.332,9.668,11.78,224,0.875,bicubic
vgg16.tv_in1k,71.592,28.408,90.384,9.616,138.36,224,0.875,bilinear
vgg13_bn.tv_in1k,71.588,28.412,90.378,9.622,133.05,224,0.875,bilinear
tinynet_c.in1k,71.240,28.760,89.734,10.266,2.46,184,0.875,bicubic
resnet18.gluon_in1k,70.838,29.162,89.754,10.246,11.69,224,0.875,bicubic
pvt_v2_b0.in1k,70.660,29.340,90.196,9.804,3.67,224,0.900,bicubic
vgg11_bn.tv_in1k,70.382,29.618,89.808,10.192,132.87,224,0.875,bilinear
regnety_002.pycls_in1k,70.278,29.722,89.528,10.472,3.16,224,0.875,bicubic
mobilevitv2_050.cvnets_in1k,70.138,29.862,89.920,10.080,1.37,256,0.888,bicubic
xcit_nano_12_p16_224.fb_in1k,69.962,30.038,89.762,10.238,3.05,224,1.000,bicubic
vgg13.tv_in1k,69.932,30.068,89.250,10.750,133.05,224,0.875,bilinear
resnet18.tv_in1k,69.760,30.240,89.070,10.930,11.69,224,0.875,bilinear
vgg11.tv_in1k,69.022,30.978,88.624,11.376,132.86,224,0.875,bilinear
mobilevit_xxs.cvnets_in1k,68.932,31.068,88.942,11.058,1.27,256,0.900,bicubic
lcnet_075.ra2_in1k,68.782,31.218,88.360,11.640,2.36,224,0.875,bicubic
regnetx_002.pycls_in1k,68.746,31.254,88.536,11.464,2.68,224,0.875,bicubic
resnet10t.c3_in1k,68.358,31.642,88.040,11.960,5.44,224,0.950,bicubic
resnet18.a3_in1k,68.254,31.746,88.176,11.824,11.69,224,0.950,bicubic
tf_mobilenetv3_small_100.in1k,67.918,32.082,87.674,12.326,2.54,224,0.875,bilinear
dla60x_c.in1k,67.898,32.102,88.422,11.578,1.32,224,0.875,bilinear
mobilenetv3_small_100.lamb_in1k,67.656,32.344,87.636,12.364,2.54,224,0.875,bicubic
tinynet_d.in1k,66.974,33.026,87.062,12.938,2.34,152,0.875,bicubic
mnasnet_small.lamb_in1k,66.196,33.804,86.504,13.496,2.03,224,0.875,bicubic
dla46x_c.in1k,65.988,34.012,86.980,13.020,1.07,224,0.875,bilinear
mobilenetv2_050.lamb_in1k,65.950,34.050,86.088,13.912,1.97,224,0.875,bicubic
tf_mobilenetv3_small_075.in1k,65.728,34.272,86.126,13.874,2.04,224,0.875,bilinear
mobilenetv3_small_075.lamb_in1k,65.234,34.766,85.446,14.554,2.04,224,0.875,bicubic
dla46_c.in1k,64.872,35.128,86.298,13.702,1.30,224,0.875,bilinear
lcnet_050.ra2_in1k,63.120,36.880,84.386,15.614,1.88,224,0.875,bicubic
tf_mobilenetv3_small_minimal_100.in1k,62.890,37.110,84.240,15.760,2.04,224,0.875,bilinear
tinynet_e.in1k,59.866,40.134,81.764,18.236,2.04,106,0.875,bicubic
mobilenetv3_small_050.lamb_in1k,57.910,42.090,80.180,19.820,1.59,224,0.875,bicubic