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

140 KiB

1modelimg_sizetop1top1_errtop5top5_errparam_countcrop_pctinterpolationtop1_difftop5_diffrank_diff
2convnext_xxlarge.clip_laion2b_soup_ft_in1k25690.6179.38397.9132.087846.471.000bicubic-7.153-1.897+15
3eva_giant_patch14_336.clip_ft_in1k33690.5179.48397.2232.7771,013.011.000bicubic-7.343-2.567+6
4eva02_large_patch14_448.mim_m38m_ft_in1k44890.4839.51797.2732.727305.081.000bicubic-7.337-2.557+7
5eva02_large_patch14_448.mim_m38m_ft_in22k_in1k44890.2479.75397.1772.823305.081.000bicubic-7.783-2.713-2
6eva_giant_patch14_224.clip_ft_in1k22489.83710.16397.0102.9901,012.560.900bicubic-7.733-2.760+30
7eva_giant_patch14_336.m30m_ft_in22k_in1k33688.61711.38395.9304.0701,013.011.000bicubic-9.393-3.970-3
8eva_giant_patch14_560.m30m_ft_in22k_in1k56088.41311.58795.6304.3701,014.451.000bicubic-9.577-4.230-3
9regnety_1280.swag_ft_in1k38488.29011.71096.4803.520644.811.000bicubic-9.470-3.340+10
10eva02_large_patch14_448.mim_in22k_ft_in22k_in1k44887.98312.01795.6104.390305.081.000bicubic-10.177-4.270-8
11eva02_large_patch14_448.mim_in22k_ft_in1k44887.51012.49095.7534.247305.081.000bicubic-10.350-4.157-3
12regnety_1280.swag_lc_in1k22486.94013.06095.7304.270644.810.965bicubic-10.480-4.010+34
13convnext_large_mlp.clip_laion2b_augreg_ft_in1k_38438484.57715.42394.4005.600200.131.000bicubic-12.813-5.330+37
14vit_large_patch14_clip_336.openai_ft_in12k_in1k33683.98016.02093.8976.103304.531.000bicubic-13.650-5.833+15
15vit_large_patch14_clip_336.laion2b_ft_in1k33683.63316.36793.4936.507304.531.000bicubic-13.597-6.227+68
16eva_large_patch14_336.in22k_ft_in1k33683.52716.47393.1436.857304.531.000bicubic-14.303-6.697-6
17vit_huge_patch14_clip_224.laion2b_ft_in1k22483.26316.73793.1376.863632.051.000bicubic-13.857-6.433+85
18vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k33683.06316.93792.8677.133632.461.000bicubic-14.547-6.913+13
19vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k22482.96017.04092.6637.337632.051.000bicubic-14.390-7.137+37
20vit_large_patch14_clip_224.openai_ft_in1k22482.39017.61092.9907.010304.201.000bicubic-15.060-6.700+24
21convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_38438482.27317.72792.4377.563200.131.000bicubic-15.197-7.323+19
22vit_large_patch14_clip_224.laion2b_ft_in1k22481.68018.32092.2277.773304.201.000bicubic-15.330-7.453+105
23convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_32032081.46718.53392.0607.940200.131.000bicubic-15.823-7.680+47
24regnety_320.swag_lc_in1k22481.43318.56793.3076.693145.050.965bicubic-15.387-6.323+140
25eva_large_patch14_196.in22k_ft_in1k19681.29718.70391.5538.447304.141.000bicubic-16.243-8.237+12
26regnety_320.swag_ft_in1k38481.27018.73092.7377.263145.051.000bicubic-16.130-7.003+21
27convnext_large_mlp.clip_laion2b_augreg_ft_in1k25680.99019.01091.9438.057200.131.000bicubic-16.140-7.707+72
28eva_large_patch14_336.in22k_ft_in22k_in1k33680.09019.91089.34010.660304.531.000bicubic-17.800-10.540-22
29resnext101_32x32d.fb_wsl_ig1b_ft_in1k22479.52020.48089.23310.767468.530.875bilinear-17.270-10.467+148
30resnext101_32x16d.fb_wsl_ig1b_ft_in1k22478.88321.11788.47311.527194.030.875bilinear-17.557-11.067+235
31vit_large_patch14_clip_224.openai_ft_in12k_in1k22478.73021.27089.01010.990304.201.000bicubic-18.910-10.720-3
32vit_large_patch14_clip_336.laion2b_ft_in12k_in1k33678.52321.47788.58311.417304.531.000bicubic-18.937-11.197+10
33eva_large_patch14_196.in22k_ft_in22k_in1k19678.52021.48088.33711.663304.141.000bicubic-19.100-11.473-3
34vit_large_patch14_clip_224.laion2b_ft_in12k_in1k22478.27721.72388.78011.220304.201.000bicubic-19.123-10.980+15
35regnety_160.swag_lc_in1k22478.23321.76791.7038.29783.590.965bicubic-18.197-7.737+231
36regnety_160.swag_ft_in1k38477.71722.28390.7139.28783.591.000bicubic-19.453-9.067+59
37eva02_base_patch14_448.mim_in22k_ft_in1k44877.52322.47789.33010.67087.121.000bicubic-20.207-10.430-14
38eva02_base_patch14_448.mim_in22k_ft_in22k_in1k44877.43022.57088.42311.57787.121.000bicubic-20.170-11.397-6
39tf_efficientnet_l2.ns_jft_in1k_47547576.34723.65388.51711.483480.310.936bicubic-21.423-11.333-21
40beitv2_large_patch16_224.in1k_ft_in22k_in1k22476.30323.69787.04712.953304.430.950bicubic-21.457-12.803-18
41resnext101_32x16d.fb_swsl_ig1b_ft_in1k22476.22023.78087.74012.260194.030.875bilinear-20.050-11.850+272
42convnextv2_huge.fcmae_ft_in22k_in1k_38438475.97024.03086.61713.383660.291.000bicubic-21.890-13.183-35
43resnext101_32x8d.fb_wsl_ig1b_ft_in1k22475.87324.12786.25713.74388.790.875bilinear-20.077-13.063+371
44convnextv2_huge.fcmae_ft_in22k_in1k_51251275.83724.16386.93313.067660.291.000bicubic-21.973-12.857-32
45resnext101_32x8d.fb_swsl_ig1b_ft_in1k22475.60324.39786.94013.06088.790.875bilinear-20.667-12.540+267
46convnext_base.clip_laion2b_augreg_ft_in12k_in1k_38438475.20724.79388.48311.51788.591.000bicubic-21.853-11.187+68
47convnext_base.clip_laiona_augreg_ft_in1k_38438475.16324.83788.52011.48088.591.000bicubic-21.697-11.170+109
48tf_efficientnet_l2.ns_jft_in1k80074.59025.41087.48712.513480.310.960bicubic-23.180-12.323-33
49convnext_base.clip_laion2b_augreg_ft_in12k_in1k25673.70326.29787.30312.69788.591.000bicubic-23.097-12.377+124
50convnext_base.clip_laion2b_augreg_ft_in1k25673.44726.55387.20012.80088.591.000bicubic-23.133-12.320+171
51beit_large_patch16_384.in22k_ft_in22k_in1k38473.27726.72385.03014.970305.001.000bicubic-24.533-14.830-38
52beit_large_patch16_512.in22k_ft_in22k_in1k51273.16026.84085.09014.910305.671.000bicubic-24.620-14.730-38
53resnext101_32x4d.fb_swsl_ig1b_ft_in1k22472.70327.29785.19314.80744.180.875bilinear-23.377-14.327+309
54maxvit_xlarge_tf_512.in21k_ft_in1k51271.91028.09083.04016.960475.771.000bicubic-25.850-16.750-33
55maxvit_xlarge_tf_384.in21k_ft_in1k38471.76328.23782.82017.180475.321.000bicubic-25.997-17.040-35
56beit_large_patch16_224.in22k_ft_in22k_in1k22471.03328.96783.31316.687304.430.900bicubic-26.467-16.367-18
57deit3_huge_patch14_224.fb_in22k_ft_in1k22470.83729.16382.22017.780632.131.000bicubic-26.413-17.500+19
58deit3_large_patch16_384.fb_in22k_ft_in1k38470.61329.38782.39017.610304.761.000bicubic-26.967-17.390-24
59vit_base_patch16_clip_384.laion2b_ft_in1k38470.59729.40383.70316.29786.861.000bicubic-26.323-15.967+84
60beitv2_large_patch16_224.in1k_ft_in1k22470.43729.56383.40716.593304.430.950bicubic-26.853-16.333+9
61maxvit_base_tf_512.in21k_ft_in1k51270.43329.56781.62018.380119.881.000bicubic-27.337-18.270-45
62caformer_b36.sail_in22k_ft_in1k_38438470.42729.57382.42017.58098.751.000bicubic-27.223-17.380-36
63maxvit_large_tf_512.in21k_ft_in1k51270.34329.65781.67018.330212.331.000bicubic-27.327-18.140-38
64maxvit_large_tf_384.in21k_ft_in1k38470.01329.98780.99019.010212.031.000bicubic-27.657-18.740-40
65deit3_large_patch16_224.fb_in22k_ft_in1k22469.73030.27081.17718.823304.371.000bicubic-27.580-18.5030
66maxvit_base_tf_384.in21k_ft_in1k38469.64030.36080.71019.290119.651.000bicubic-27.930-19.000-31
67resnext50_32x4d.fb_swsl_ig1b_ft_in1k22469.10730.89382.87717.12325.030.875bilinear-26.553-16.573+439
68maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k38468.96331.03779.89020.110116.141.000bicubic-28.367-19.700-6
69vit_base_patch16_clip_224.laion2b_ft_in1k22468.70031.30082.40717.59386.571.000bicubic-27.630-17.123+225
70convnextv2_large.fcmae_ft_in22k_in1k_38438468.53031.47080.98719.013197.961.000bicubic-29.120-18.873-43
71resnet50.fb_swsl_ig1b_ft_in1k22468.38031.62083.38716.61325.560.875bilinear-26.870-15.813+549
72caformer_b36.sail_in22k_ft_in1k22468.32331.67780.65019.35098.751.000bicubic-29.047-19.180-21
73hgnetv2_b6.ssld_stage1_in22k_in1k22468.05331.94782.01317.98775.261.000bicubic-28.897-17.607+66
74maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k38468.01031.99080.62019.380116.091.000bicubic-29.460-19.140-33
75convnext_xlarge.fb_in22k_ft_in1k_38438467.78032.22080.12719.873350.201.000bicubic-29.800-19.583-42
76hgnetv2_b6.ssld_stage2_ft_in1k22467.70732.29381.64718.35375.261.000bicubic-29.153-18.003+82
77hgnetv2_b5.ssld_stage2_ft_in1k22467.59332.40781.01318.98739.571.000bicubic-29.057-18.647+127
78swinv2_large_window12to24_192to384.ms_in22k_ft_in1k38467.51732.48380.14319.857196.741.000bicubic-29.783-19.627-11
79vit_base_patch16_clip_384.openai_ft_in1k38467.29332.70781.81318.18786.861.000bicubic-29.537-17.847+83
80hgnetv2_b5.ssld_stage1_in22k_in1k22467.13732.86380.49319.50739.571.000bicubic-29.363-19.157+165
81vit_large_patch16_384.augreg_in21k_ft_in1k38467.12332.87778.71021.290304.721.000bicubic-30.307-21.070-36
82tf_efficientnet_b7.ns_jft_in1k60067.02032.98081.08718.91366.350.949bicubic-30.180-18.613+6
83convnextv2_base.fcmae_ft_in22k_in1k_38438467.00332.99779.72320.27788.721.000bicubic-30.367-19.977-31
84convnextv2_large.fcmae_ft_in22k_in1k22466.52733.47379.36320.637197.961.000bicubic-30.873-20.387-36
85coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k38466.51733.48378.28321.71773.881.000bicubic-30.853-21.427-32
86convnext_large.fb_in22k_ft_in1k_38438466.51033.49079.42720.573197.771.000bicubic-30.820-20.283-25
87convformer_b36.sail_in22k_ft_in1k_38438466.46733.53378.98721.01399.881.000bicubic-30.983-20.763-44
88maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k22466.35333.64777.86322.137116.140.950bicubic-30.737-21.817+18
89hgnetv2_b6.ssld_stage2_ft_in1k28866.31333.68780.45719.54375.261.000bicubic-30.767-19.283+19
90hgnetv2_b6.ssld_stage1_in22k_in1k28866.25033.75080.49719.50375.261.000bicubic-30.830-19.183+19
91convnext_xlarge.fb_in22k_ft_in1k22465.97034.03078.42321.577350.201.000bicubic-31.290-21.317-17
92swin_large_patch4_window12_384.ms_in22k_ft_in1k38465.95034.05079.24020.760196.741.000bicubic-31.230-20.520+1
93vit_base_patch16_clip_384.laion2b_ft_in12k_in1k38465.93734.06378.67721.32386.861.000bicubic-31.293-21.023-9
94vit_base_patch16_clip_224.openai_ft_in1k22465.89334.10780.89019.11086.570.900bicubic-30.467-18.620+190
95beitv2_base_patch16_224.in1k_ft_in22k_in1k22465.74034.26078.84721.15386.530.900bicubic-31.220-20.873+39
96swinv2_base_window12to24_192to384.ms_in22k_ft_in1k38465.51734.48378.86021.14087.921.000bicubic-31.743-20.940-23
97swinv2_large_window12to16_192to256.ms_in22k_ft_in1k25665.50734.49378.43721.563196.740.900bicubic-31.713-21.273-12
98tf_efficientnet_b6.ns_jft_in1k52865.44734.55379.43720.56343.040.942bicubic-31.583-20.273+24
99caformer_m36.sail_in22k_ft_in1k_38438465.35034.65078.40021.60056.201.000bicubic-32.010-21.380-44
100convformer_b36.sail_in22k_ft_in1k22465.27334.72777.95022.05099.881.000bicubic-31.957-21.800-18
101vit_base_patch16_clip_384.openai_ft_in12k_in1k38465.20734.79378.88321.11786.860.950bicubic-31.923-20.7670
102convnextv2_base.fcmae_ft_in22k_in1k22465.07734.92378.50721.49388.721.000bicubic-32.053-21.213-2
103hiera_huge_224.mae_in1k_ft_in1k22464.97335.02777.72022.280672.780.900bicubic-32.237-22.040-16
104nextvit_large.bd_ssld_6m_in1k_38438464.82035.18079.22720.77357.871.000bicubic-32.360-20.393-12
105convnext_xlarge.fb_in22k_ft_in1k28864.76735.23377.84322.157350.201.000bicubic-32.713-21.977-66
106convnext_base.fb_in22k_ft_in1k_38438464.74035.26078.17721.82388.591.000bicubic-32.500-21.543-27
107vit_base_patch16_clip_224.laion2b_ft_in12k_in1k22464.72735.27377.70322.29786.570.950bicubic-31.893-21.857+103
108convnextv2_large.fcmae_ft_in22k_in1k28864.67035.33078.17021.830197.961.000bicubic-32.670-21.610-50
109convnext_large.fb_in22k_ft_in1k22464.63335.36777.79322.207197.771.000bicubic-32.527-21.877-13
110hgnetv2_b5.ssld_stage2_ft_in1k28864.57735.42379.00720.99339.571.000bicubic-32.153-20.623+77
111vit_large_patch16_224.augreg_in21k_ft_in1k22464.36335.63776.25323.747304.330.900bicubic-32.367-23.347+77
112hgnetv2_b5.ssld_stage1_in22k_in1k28864.26735.73378.34321.65739.571.000bicubic-32.323-21.227+105
113vit_large_r50_s32_384.augreg_in21k_ft_in1k38464.17335.82775.90324.097329.091.000bicubic-32.787-23.667+22
114hgnet_base.ssld_in1k22464.02335.97776.76323.23771.581.000bicubic-32.567-22.817+105
115maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k22463.94036.06077.45722.543116.090.950bicubic-33.140-22.273-5
116convnext_large.fb_in22k_ft_in1k28863.94036.06077.32322.677197.771.000bicubic-33.300-22.397-36
117convnextv2_huge.fcmae_ft_in1k22463.81336.18776.72023.280660.291.000bicubic-33.177-22.940+13
118swin_large_patch4_window7_224.ms_in22k_ft_in1k22463.73736.26378.06321.937196.530.900bicubic-33.233-21.607+15
119hrnet_w48_ssld.paddle_in1k22463.63336.36776.63023.37077.471.000bilinear-32.617-22.850+201
120nextvit_base.bd_ssld_6m_in1k_38438463.61736.38378.48721.51344.821.000bicubic-33.623-21.273-42
121seresnextaa201d_32x8d.sw_in12k_ft_in1k_38438463.55736.44376.53723.463149.391.000bicubic-33.783-23.193-62
122beit_base_patch16_384.in22k_ft_in22k_in1k38463.40336.59777.83722.16386.741.000bicubic-33.937-21.923-62
123caformer_m36.sail_in22k_ft_in1k22463.36736.63376.72323.27756.201.000bicubic-33.663-23.007-2
124convnextv2_base.fcmae_ft_in22k_in1k28863.15736.84377.07022.93088.721.000bicubic-34.053-22.560-38
125caformer_s36.sail_in22k_ft_in1k_38438463.04036.96077.22322.77739.301.000bicubic-34.240-22.497-54
126swinv2_base_window12to16_192to256.ms_in22k_ft_in1k25663.02036.98076.77023.23087.920.900bicubic-34.040-22.820-11
127swin_base_patch4_window12_384.ms_in22k_ft_in1k38463.01036.99077.73322.26787.901.000bicubic-34.060-22.017-17
128vit_base_patch16_clip_224.openai_ft_in12k_in1k22463.01036.99076.69323.30786.570.950bicubic-33.540-22.787+104
129tf_efficientnet_b5.ns_jft_in1k45662.88337.11777.72322.27730.390.934bicubic-34.017-21.917+17
130convnext_base.fb_in22k_ft_in1k22462.74037.26076.40323.59788.591.000bicubic-34.300-23.267-10
131deit3_base_patch16_384.fb_in22k_ft_in1k38462.68037.32075.59324.40786.881.000bicubic-34.560-24.137-50
132vit_base_patch8_224.augreg2_in21k_ft_in1k22462.41737.58376.61723.38386.580.900bicubic-34.513-23.033+9
133tf_efficientnetv2_l.in21k_ft_in1k48062.40037.60076.73323.267118.521.000bicubic-34.920-22.907-69
134tf_efficientnetv2_l.in21k_ft_in1k38462.38737.61376.65323.347118.521.000bicubic-34.483-22.967+20
135coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k22462.35337.64775.00025.00073.880.950bicubic-34.837-24.640-46
136convnext_base.fb_in22k_ft_in1k28862.24337.75776.17323.82788.591.000bicubic-34.997-23.507-59
137vit_base_patch8_224.augreg_in21k_ft_in1k22462.24337.75775.67724.32386.580.900bicubic-34.847-24.033-30
138tf_efficientnetv2_xl.in21k_ft_in1k38462.14037.86075.43324.567208.121.000bicubic-34.770-24.027+7
139tf_efficientnetv2_xl.in21k_ft_in1k51262.12037.88075.60024.400208.121.000bicubic-35.210-24.150-76
140hgnet_base.ssld_in1k28862.12037.88075.24724.75371.581.000bicubic-34.700-24.383+26
141convformer_m36.sail_in22k_ft_in1k_38438462.10337.89775.54024.46057.051.000bicubic-35.267-24.140-87
142hrnet_w48_ssld.paddle_in1k28862.06737.93375.29324.70777.471.000bilinear-34.493-24.357+86
143nextvit_large.bd_ssld_6m_in1k22461.93038.07076.80023.20057.870.950bicubic-34.980-22.840+1
144deit3_base_patch16_224.fb_in22k_ft_in1k22461.92038.08074.72325.27786.591.000bicubic-34.950-24.787+9
145beitv2_base_patch16_224.in1k_ft_in1k22461.48738.51376.00323.99786.530.900bicubic-35.283-23.547+35
146vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k25661.48738.51374.58025.42064.110.950bicubic-35.333-25.120+23
147convnextv2_huge.fcmae_ft_in1k28861.26038.74074.42025.580660.291.000bicubic-36.010-25.290-75
148coatnet_2_rw_224.sw_in12k_ft_in1k22461.20038.80073.92726.07373.870.950bicubic-35.800-25.713-20
149tf_efficientnet_b4.ns_jft_in1k38061.10738.89376.06023.94019.340.922bicubic-35.603-23.390+43
150maxvit_base_tf_512.in1k51261.02738.97373.97726.023119.881.000bicubic-36.163-25.673-60
151convformer_m36.sail_in22k_ft_in1k22460.91039.09074.46025.54057.051.000bicubic-36.160-25.170-38
152nextvit_base.bd_ssld_6m_in1k22460.79339.20776.33723.66344.820.950bicubic-36.087-23.343-2
153caformer_s36.sail_in22k_ft_in1k22460.68039.32075.08724.91339.301.000bicubic-36.150-24.643+10
154nextvit_small.bd_ssld_6m_in1k_38438460.39339.60775.69324.30731.761.000bicubic-36.697-23.917-50
155vit_base_patch32_clip_384.laion2b_ft_in12k_in1k38460.30039.70073.74026.26088.301.000bicubic-36.300-25.730+61
156hiera_large_224.mae_in1k_ft_in1k22460.30039.70073.19726.803213.740.900bicubic-36.450-26.393+26
157tf_efficientnetv2_m.in21k_ft_in1k48060.25739.74375.12024.88054.141.000bicubic-36.763-24.500-31
158tf_efficientnetv2_m.in21k_ft_in1k38460.19739.80374.99325.00754.141.000bicubic-36.313-24.597+86
159vit_base_patch16_384.augreg_in21k_ft_in1k38460.19739.80373.85326.14786.861.000bicubic-36.843-25.827-41
160beit_base_patch16_224.in22k_ft_in22k_in1k22460.16339.83775.38024.62086.530.900bicubic-36.497-24.280+43
161vit_base_patch32_clip_448.laion2b_ft_in12k_in1k44860.11739.88373.36026.64088.341.000bicubic-36.453-26.160+65
162convnextv2_large.fcmae_ft_in1k22460.10739.89374.39325.607197.961.000bicubic-36.723-25.227-1
163hgnet_small.ssld_in1k22460.07739.92375.06324.93724.361.000bicubic-35.963-24.497+216
164convnext_small.fb_in22k_ft_in1k_38438459.92740.07374.48725.51350.221.000bicubic-37.213-25.153-66
165convformer_s36.sail_in22k_ft_in1k_38438459.88340.11773.86326.13740.011.000bicubic-37.167-25.837-48
166maxvit_large_tf_512.in1k51259.88340.11772.80327.197212.331.000bicubic-37.177-26.887-50
167seresnextaa101d_32x8d.sw_in12k_ft_in1k_28828859.64040.36073.26726.73393.591.000bicubic-37.700-26.443-110
168tiny_vit_21m_512.dist_in22k_ft_in1k51259.56040.44074.65725.34321.271.000bicubic-37.330-24.963-21
169hgnetv2_b4.ssld_stage2_ft_in1k22459.54740.45374.91725.08319.801.000bicubic-36.473-24.563+220
170swin_base_patch4_window7_224.ms_in22k_ft_in1k22459.30740.69373.90726.09387.770.900bicubic-37.363-25.733+31
171vit_base_patch16_224.augreg2_in21k_ft_in1k22459.20740.79373.66326.33786.570.900bicubic-37.293-25.857+76
172maxvit_base_tf_384.in1k38459.16740.83371.72328.277119.651.000bicubic-37.953-27.977-69
173tiny_vit_21m_384.dist_in22k_ft_in1k38459.01740.98374.10025.90021.231.000bicubic-37.933-25.510-35
174vit_base_patch32_clip_224.laion2b_ft_in1k22459.01740.98373.86326.13788.220.900bicubic-35.733-25.187+591
175seresnextaa101d_32x8d.sw_in12k_ft_in1k_28832058.96341.03772.72027.28093.591.000bicubic-38.337-27.060-109
176convformer_s36.sail_in22k_ft_in1k22458.89041.11072.83727.16340.011.000bicubic-37.670-26.783+53
177volo_d5_512.sail_in1k51258.77341.22773.13026.870296.091.150bicubic-38.527-26.650-109
178volo_d5_448.sail_in1k44858.69341.30772.98027.020295.911.150bicubic-38.557-26.780-104
179vit_large_r50_s32_224.augreg_in21k_ft_in1k22458.69341.30771.85728.143328.990.900bicubic-37.537-27.663+148
180convnext_small.in12k_ft_in1k_38438458.64041.36072.64327.35750.221.000bicubic-38.350-27.017-51
181seresnextaa101d_32x8d.sw_in12k_ft_in1k22458.64041.36072.06027.94093.591.000bicubic-38.450-27.550-76
182vit_base_patch32_clip_384.openai_ft_in12k_in1k38458.58341.41773.22726.77388.300.950bicubic-37.817-26.393+92
183nextvit_small.bd_ssld_6m_in1k22458.58041.42074.23725.76331.760.950bicubic-38.030-25.293+31
184eva02_small_patch14_336.mim_in22k_ft_in1k33658.48041.52073.01326.98722.131.000bicubic-38.210-26.457+12
185maxvit_large_tf_384.in1k38458.42041.58071.10328.897212.031.000bicubic-38.540-28.617-49
186deit3_large_patch16_384.fb_in1k38458.32741.67372.94727.053304.761.000bicubic-38.533-26.723-27
187efficientvit_l3.r384_in1k38458.28341.71772.60327.397246.041.000bicubic-38.427-27.037+6
188hgnet_small.ssld_in1k28858.22341.77773.76026.24024.361.000bicubic-38.177-25.770+82
189convnext_small.fb_in22k_ft_in1k22458.22341.77772.94327.05750.221.000bicubic-38.237-26.667+70
190deit3_huge_patch14_224.fb_in1k22458.13741.86372.13727.863632.130.900bicubic-38.443-27.503+34
191convnextv2_large.fcmae_ft_in1k28858.06341.93772.56027.440197.961.000bicubic-38.787-27.210-31
192rdnet_large.nv_in1k_ft_in1k_38438458.00741.99371.89728.103186.271.000bicubic-39.013-27.773-67
193tf_efficientnet_b8.ap_in1k67257.90342.09772.94327.05787.410.954bicubic-38.667-26.607+32
194hgnetv2_b4.ssld_stage1_in22k_in1k22457.68042.32072.82027.18019.801.000bicubic-38.280-26.600+216
195seresnextaa101d_32x8d.sw_in12k_ft_in1k28857.67042.33071.33728.66393.591.000bicubic-39.510-28.413-104
196efficientvit_l3.r320_in1k32057.60742.39371.55328.447246.041.000bicubic-39.133-27.877-10
197convnext_small.fb_in22k_ft_in1k28857.60342.39772.49727.50350.221.000bicubic-39.267-27.093-42
198efficientvit_l3.r224_in1k22457.53342.46771.35328.647246.041.000bicubic-38.957-28.197+54
199vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k25657.51342.48771.61328.38760.400.950bicubic-39.047-28.067+31
200mvitv2_large.fb_in1k22457.49742.50370.76029.240217.990.900bicubic-38.933-28.750+68
201cait_m48_448.fb_dist_in1k44857.43042.57071.79728.203356.461.000bicubic-39.460-27.863-52
202cait_m36_384.fb_dist_in1k38457.40742.59372.31027.690271.221.000bicubic-39.413-27.420-35
203tf_efficientnet_b3.ns_jft_in1k30057.40342.59772.43727.56312.230.904bicubic-38.717-27.083+146
204hgnetv2_b3.ssld_stage2_ft_in1k22457.35742.64373.16026.84016.291.000bicubic-38.373-26.270+280
205hgnetv2_b4.ssld_stage2_ft_in1k28857.32342.67772.92327.07719.801.000bicubic-38.967-26.707+101
206volo_d4_448.sail_in1k44857.27342.72771.42728.573193.411.150bicubic-39.797-28.343-94
207tiny_vit_21m_224.dist_in22k_ft_in1k22457.16042.84072.55327.44721.200.950bicubic-39.240-26.907+65
208vit_base_patch32_clip_224.laion2b_ft_in12k_in1k22457.03042.97071.33028.67088.220.900bicubic-38.220-27.990+415
209efficientvit_l3.r256_in1k25656.96343.03770.80029.200246.041.000bicubic-39.677-28.490-2
210maxvit_small_tf_512.in1k51256.94743.05370.95329.04769.131.000bicubic-40.233-28.737-116
211hgnetv2_b3.ssld_stage1_in22k_in1k22456.90343.09772.69327.30716.291.000bicubic-38.757-26.707+298
212vit_base_patch16_224.augreg_in21k_ft_in1k22456.87743.12370.69729.30386.570.900bicubic-39.423-28.873+93
213convnext_small.in12k_ft_in1k22456.79043.21071.10028.90050.221.000bicubic-39.720-28.420+29
214deit3_medium_patch16_224.fb_in22k_ft_in1k22456.67743.32369.74730.25338.851.000bicubic-39.473-29.743+128
215efficientvit_l2.r288_in1k28856.53043.47070.14329.85763.711.000bicubic-40.110-29.377-9
216deit3_large_patch16_224.fb_in1k22456.48743.51370.48329.517304.370.900bicubic-39.743-28.927+113
217hgnet_tiny.ssld_in1k22456.44043.56072.13027.87014.741.000bicubic-38.860-27.100+390
218rdnet_large.nv_in1k22456.43743.56370.16329.837186.270.900bicubic-39.923-29.387+68
219volo_d5_224.sail_in1k22456.38743.61370.68729.313295.460.960bicubic-40.503-29.023-71
220xcit_large_24_p8_384.fb_dist_in1k38456.38043.62071.25328.747188.931.000bicubic-40.410-28.277-44
221flexivit_large.1200ep_in1k24056.26343.73771.56728.433304.360.950bicubic-40.537-28.053-47
222dm_nfnet_f5.dm_in1k41656.26043.74070.10029.900377.210.954bicubic-40.550-29.500-51
223convnextv2_tiny.fcmae_ft_in22k_in1k_38438456.06343.93771.80328.19728.641.000bicubic-40.567-27.787-15
224flexivit_large.600ep_in1k24056.06043.94071.21328.787304.360.950bicubic-40.690-28.337-41
225xcit_large_24_p8_224.fb_dist_in1k22455.99744.00370.68329.317188.931.000bicubic-40.633-28.797-16
226vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k25655.97044.03070.33729.66338.880.950bicubic-40.520-28.973+25
227dm_nfnet_f6.dm_in1k44855.90044.10069.86030.140438.360.956bicubic-41.030-29.860-87
228caformer_s18.sail_in22k_ft_in1k_38438455.85344.14771.27728.72326.341.000bicubic-40.657-28.313+13
229vit_base_patch32_clip_224.openai_ft_in1k22455.83744.16372.20027.80088.220.900bicubic-38.603-26.980+628
230vit_medium_patch16_gap_384.sw_in12k_ft_in1k38455.73044.27070.98729.01339.030.950bicubic-40.770-28.603+16
231efficientvit_l2.r384_in1k38455.72044.28069.90730.09363.711.000bicubic-40.970-29.693-32
232flexivit_large.300ep_in1k24055.69744.30370.69029.310304.360.950bicubic-40.993-28.890-34
233regnety_160.sw_in12k_ft_in1k22455.68344.31770.10729.89383.591.000bicubic-40.767-29.503+28
234regnety_160.lion_in12k_ft_in1k22455.64744.35369.92730.07383.591.000bicubic-40.893-29.533+1
235convnext_small.in12k_ft_in1k28855.64344.35770.59729.40350.221.000bicubic-40.947-29.093-17
236hiera_base_plus_224.mae_in1k_ft_in1k22455.56044.44068.98031.02069.900.900bicubic-40.820-30.440+45
237hgnetv2_b4.ssld_stage1_in22k_in1k28855.39044.61071.03728.96319.801.000bicubic-40.870-28.293+78
238convnextv2_base.fcmae_ft_in1k22455.27344.72769.61330.38788.721.000bicubic-41.037-29.917+63
239hrnet_w18_ssld.paddle_in1k22455.11344.88769.85330.14721.301.000bilinear-39.987-29.477+436
240hgnetv2_b3.ssld_stage2_ft_in1k28855.10044.90071.24728.75316.291.000bicubic-40.940-28.343+138
241caformer_b36.sail_in1k_38438455.04344.95767.99332.00798.751.000bicubic-42.117-31.617-144
242convformer_s18.sail_in22k_ft_in1k_38438454.97745.02370.01029.99026.771.000bicubic-41.813-29.540-67
243caformer_m36.sail_in1k_38438454.94745.05368.36031.64056.201.000bicubic-42.073-31.350-120
244xcit_large_24_p16_384.fb_dist_in1k38454.87045.13069.92330.077189.101.000bicubic-42.060-29.587-102
245swin_small_patch4_window7_224.ms_in22k_ft_in1k22454.84345.15770.83029.17049.610.900bicubic-41.187-28.700+138
246regnetz_e8.ra3_in1k25654.74345.25768.66731.33357.701.000bicubic-41.607-30.893+44
247volo_d4_224.sail_in1k22454.71345.28768.82731.173192.960.960bicubic-42.067-30.793-69
248dm_nfnet_f4.dm_in1k38454.69745.30368.93331.067316.070.951bicubic-42.043-30.667-64
249maxvit_tiny_tf_512.in1k51254.64745.35368.88731.11331.051.000bicubic-42.323-30.773-117
250efficientvit_l2.r224_in1k22454.60745.39367.93732.06363.711.000bicubic-41.653-31.553+68
251hgnetv2_b2.ssld_stage1_in22k_in1k22454.59045.41070.63729.36311.221.000bicubic-40.310-28.443+475
252deit3_small_patch16_384.fb_in22k_ft_in1k38454.58045.42068.36031.64022.211.000bicubic-42.090-31.300-50
253hgnet_tiny.ssld_in1k28854.55045.45070.54029.46014.741.000bicubic-41.040-28.920+272
254caformer_s36.sail_in1k_38438454.51345.48768.64331.35739.301.000bicubic-42.357-31.017-103
255hgnetv2_b3.ssld_stage1_in22k_in1k28854.46745.53370.91029.09016.291.000bicubic-41.503-28.210+149
256tf_efficientnetv2_l.in1k38454.43745.56368.55731.443118.521.000bicubic-42.113-30.953-22
257convnext_large.fb_in1k22454.38745.61368.67031.330197.771.000bicubic-41.723-30.800+95
258dm_nfnet_f5.dm_in1k54454.38745.61368.57031.430377.210.954bicubic-42.633-31.100-133
259vit_base_r50_s16_384.orig_in21k_ft_in1k38454.38045.62069.53330.46798.951.000bicubic-42.090-30.127-4
260dm_nfnet_f3.dm_in1k32054.37045.63068.46731.533254.920.940bicubic-41.990-31.123+23
261maxvit_small_tf_384.in1k38454.32745.67368.16031.84069.021.000bicubic-42.403-31.550-71
262efficientvit_l2.r256_in1k25654.32045.68067.91732.08363.711.000bicubic-42.160-31.563-8
263xcit_large_24_p16_224.fb_dist_in1k22454.29745.70368.96331.037189.101.000bicubic-42.013-30.537+40
264efficientnet_b5.sw_in12k_ft_in1k44854.29045.71069.82030.18030.391.000bicubic-42.520-29.910-92
265inception_next_base.sail_in1k_38438454.23345.76768.49031.51086.671.000bicubic-42.497-31.060-76
266resnetv2_152x4_bit.goog_in21k_ft_in1k48054.19745.80370.27329.727936.531.000bilinear-42.663-29.347-109
267efficientnetv2_rw_m.agc_in1k32054.18345.81769.04030.96053.241.000bicubic-42.007-30.420+68
268regnety_160.sw_in12k_ft_in1k28854.15745.84368.85731.14383.591.000bicubic-42.663-30.803-103
269caformer_s18.sail_in22k_ft_in1k22454.11345.88769.68030.32026.341.000bicubic-41.917-29.810+111
270vit_small_r26_s32_384.augreg_in21k_ft_in1k38454.09745.90368.78331.21736.471.000bicubic-41.963-30.767+99
271regnety_160.lion_in12k_ft_in1k28854.09045.91068.86031.14083.591.000bicubic-42.720-30.730-101
272tf_efficientnet_b5.ap_in1k45653.94346.05769.23030.77030.390.934bicubic-42.147-30.260+86
273regnety_120.sw_in12k_ft_in1k22453.94046.06068.91731.08351.821.000bicubic-42.260-30.593+60
274volo_d3_448.sail_in1k44853.93746.06367.95332.04786.631.000bicubic-43.103-31.747-155
275caformer_b36.sail_in1k22453.92746.07366.60033.40098.751.000bicubic-42.613-33.100-39
276convnextv2_tiny.fcmae_ft_in22k_in1k22453.90346.09769.74330.25728.641.000bicubic-42.177-29.497+87
277hgnetv2_b2.ssld_stage2_ft_in1k22453.70046.30069.83730.16311.221.000bicubic-41.510-29.483+364
278dm_nfnet_f6.dm_in1k57653.66046.34068.18331.817438.360.956bicubic-43.320-31.577-147
279xcit_medium_24_p8_224.fb_dist_in1k22453.65746.34368.30731.69384.321.000bicubic-42.863-31.263-39
280vit_medium_patch16_gap_256.sw_in12k_ft_in1k25653.59746.40369.17330.82738.860.950bicubic-42.403-30.327+115
281tf_efficientnet_b6.ap_in1k52853.57746.42368.58331.41743.040.942bicubic-42.783-31.027+4
282cait_s36_384.fb_dist_in1k38453.52346.47768.01031.99068.371.000bicubic-43.117-31.590-77
283tf_efficientnet_b2.ns_jft_in1k26053.50046.50070.35729.6439.110.890bicubic-42.030-28.943+258
284mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k38453.46346.53768.77731.22332.591.000bicubic-42.817-30.663+26
285dm_nfnet_f3.dm_in1k41653.43746.56367.58032.420254.920.940bicubic-43.173-32.050-73
286deit3_base_patch16_224.fb_in1k22453.43046.57067.57732.42386.590.900bicubic-42.350-31.863+185
287deit3_base_patch16_384.fb_in1k38453.41746.58367.59332.40786.881.000bicubic-42.813-31.707+41
288convformer_s18.sail_in22k_ft_in1k22453.41046.59068.62731.37326.771.000bicubic-42.680-30.523+72
289vit_base_patch32_384.augreg_in21k_ft_in1k38453.38746.61368.15331.84788.301.000bicubic-42.523-31.207+131
290convnextv2_base.fcmae_ft_in1k28853.38746.61367.78332.21788.721.000bicubic-43.113-31.847-41
291xcit_medium_24_p8_384.fb_dist_in1k38453.36046.64068.11731.88384.321.000bicubic-43.420-31.553-112
292tf_efficientnet_b7.ap_in1k60053.32046.68068.90031.10066.350.949bicubic-43.040-30.620-10
293hrnet_w18_ssld.paddle_in1k28853.29346.70768.11331.88721.301.000bilinear-42.467-31.297+183
294maxvit_base_tf_224.in1k22453.28746.71366.23333.767119.470.950bicubic-43.063-33.147-3
295tf_efficientnetv2_s.in21k_ft_in1k38453.25346.74769.07330.92721.461.000bicubic-43.217-30.487-39
296tf_efficientnetv2_s.in21k_ft_in1k30053.25046.75069.13030.87021.461.000bicubic-42.660-30.100+126
297xcit_medium_24_p16_384.fb_dist_in1k38453.23746.76368.10331.89784.401.000bicubic-43.453-31.507-100
298tf_efficientnetv2_l.in1k48053.19346.80767.86732.133118.521.000bicubic-43.537-31.743-107
299tf_efficientnet_b8.ra_in1k67253.17046.83068.95031.05087.410.954bicubic-43.530-30.630-104
300hiera_base_224.mae_in1k_ft_in1k22453.16346.83767.49032.51051.520.900bicubic-43.187-31.870-8
301convnext_large.fb_in1k28853.14346.85767.81732.183197.771.000bicubic-43.247-31.653-26
302tf_efficientnet_b4.ap_in1k38053.11346.88768.28031.72019.340.922bicubic-42.387-30.830+242
303mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k44853.11346.88767.95332.04732.591.000bicubic-43.167-31.467+9
304regnetz_e8.ra3_in1k32053.06346.93767.16732.83357.701.000bicubic-43.547-32.443-91
305maxvit_large_tf_224.in1k22453.01046.99065.42734.573211.790.950bicubic-43.320-34.053-7
306mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k48052.94347.05768.25031.75032.591.000bicubic-43.587-31.340-68
307rexnetr_300.sw_in12k_ft_in1k22452.92747.07369.06030.94034.811.000bicubic-43.103-30.360+77
308convnext_tiny.in12k_ft_in1k_38438452.89047.11068.40031.60028.591.000bicubic-43.690-31.260-88
309rdnet_small.nv_in1k22452.81747.18367.51332.48750.440.900bicubic-43.013-31.917+142
310deit3_small_patch16_224.fb_in22k_ft_in1k22452.80347.19766.85733.14322.061.000bicubic-43.017-32.493+145
311coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k22452.78347.21766.42333.57741.720.950bicubic-43.377-33.057+30
312rdnet_base.nv_in1k22452.69347.30766.90333.09787.450.900bicubic-43.377-32.417+55
313volo_d3_224.sail_in1k22452.65347.34766.30033.70086.330.960bicubic-43.807-33.250-55
314maxvit_tiny_tf_384.in1k38452.58747.41366.70733.29330.981.000bicubic-43.993-32.863-92
315efficientvit_l1.r224_in1k22452.52047.48065.64734.35352.651.000bicubic-43.450-33.533+94
316regnety_120.sw_in12k_ft_in1k28852.47747.52367.50032.50051.821.000bicubic-44.083-31.980-89
317dm_nfnet_f4.dm_in1k51252.40047.60066.92033.080316.070.951bicubic-44.550-32.710-180
318tf_efficientnet_b7.ra_in1k60052.37347.62768.19731.80366.350.949bicubic-44.237-31.383-103
319efficientnetv2_rw_m.agc_in1k41652.34747.65367.26332.73753.241.000bicubic-43.933-32.297-10
320ecaresnet269d.ra2_in1k32052.34747.65366.71733.283102.091.000bicubic-44.033-32.753-41
321tf_efficientnetv2_m.in1k38452.33747.66367.09732.90354.141.000bicubic-43.683-32.253+70
322vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k25652.32747.67366.21033.79063.950.950bicubic-43.793-33.260+29
323xcit_small_24_p8_384.fb_dist_in1k38452.31047.69066.84733.15347.631.000bicubic-44.510-32.833-154
324inception_next_base.sail_in1k22452.29347.70765.84334.15786.670.950bicubic-43.617-33.597+100
325resnet18.fb_swsl_ig1b_ft_in1k22452.25747.74370.47029.53011.690.875bilinear-38.803-27.730+1015
326xcit_medium_24_p16_224.fb_dist_in1k22452.22347.77766.88333.11784.401.000bicubic-44.037-32.727-9
327convformer_b36.sail_in1k_38438452.20747.79366.35033.65099.881.000bicubic-44.663-33.300-175
328deit_base_distilled_patch16_384.fb_in1k38452.20347.79767.71732.28387.631.000bicubic-44.307-31.873-85
329hgnetv2_b2.ssld_stage1_in22k_in1k28852.20047.80068.81331.18711.221.000bicubic-43.360-30.627+207
330mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k54452.19747.80367.09332.90732.591.000bicubic-44.483-32.467-130
331convformer_m36.sail_in1k_38438452.16747.83365.93034.07057.051.000bicubic-44.603-33.680-151
332xcit_small_24_p8_224.fb_dist_in1k22452.16347.83766.73033.27047.631.000bicubic-44.387-32.830-100
333nextvit_large.bd_in1k_38438452.14347.85767.46032.54057.871.000bicubic-44.317-32.150-74
334convnext_base.fb_in1k22452.14347.85767.11332.88788.591.000bicubic-43.807-32.277+83
335convnext_tiny.in12k_ft_in1k22452.11747.88367.61332.38728.591.000bicubic-43.943-31.937+33
336convnext_tiny.fb_in22k_ft_in1k_38438452.07747.92366.87733.12328.591.000bicubic-44.083-32.443+4
337resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_38438452.07047.93068.83331.167236.341.000bicubic-44.100-30.6970
338resmlp_big_24_224.fb_in22k_ft_in1k22451.91348.08768.42731.573129.140.875bicubic-44.447-31.143-51
339fastvit_ma36.apple_dist_in1k25651.88748.11367.02732.97344.070.950bicubic-44.423-32.473-37
340convformer_s36.sail_in1k_38438451.88048.12066.11333.88740.011.000bicubic-44.820-33.437-146
341xcit_small_24_p16_384.fb_dist_in1k38451.87048.13066.31733.68347.671.000bicubic-44.510-33.263-63
342resnetv2_152x2_bit.goog_in21k_ft_in1k44851.81748.18369.36030.640236.341.000bilinear-44.713-30.180-105
343convnextv2_tiny.fcmae_ft_in22k_in1k28851.75748.24367.73032.27028.641.000bicubic-44.583-31.820-50
344vit_base_patch16_rope_reg1_gap_256.sbb_in1k25651.74348.25765.85034.15086.430.950bicubic-44.307-33.410+33
345cait_s24_384.fb_dist_in1k38451.72748.27366.30733.69347.061.000bicubic-44.853-33.243-122
346mobilenetv4_hybrid_large.e600_r384_in1k38451.70048.30066.17033.83037.761.000bicubic-44.100-33.100+117
347caformer_m36.sail_in1k22451.67348.32764.48035.52056.201.000bicubic-44.727-34.980-76
348caformer_s36.sail_in1k22451.65748.34364.87335.12739.301.000bicubic-44.433-34.667+11
349regnety_2560.seer_ft_in1k38451.62048.38068.10731.8931,282.601.000bicubic-44.930-31.453-116
350rexnetr_300.sw_in12k_ft_in1k28851.59348.40767.81732.18334.811.000bicubic-44.567-31.723-11
351ecaresnet269d.ra2_in1k35251.59348.40766.07333.927102.091.000bicubic-44.857-33.467-89
352vit_base_patch16_224_miil.in21k_ft_in1k22451.57748.42365.26034.74086.540.875bilinear-44.473-34.130+24
353convnext_tiny.fb_in22k_ft_in1k22451.57348.42766.94733.05328.591.000bicubic-44.027-32.333+169
354regnetz_040_h.ra3_in1k25651.57048.43066.55733.44328.941.000bicubic-44.420-32.833+47
355mobilenetv4_hybrid_large.ix_e600_r384_in1k38451.55748.44365.89034.11037.761.000bicubic-44.313-33.550+80
356mvitv2_base.fb_in1k22451.55048.45065.63334.36751.470.900bicubic-44.470-33.887+37
357tf_efficientnetv2_m.in1k48051.52748.47366.62333.37754.141.000bicubic-44.963-32.917-108
358davit_small.msft_in1k22451.44348.55766.43333.56749.750.950bicubic-44.607-32.967+17
359repvit_m2_3.dist_450e_in1k22451.43348.56766.83333.16723.690.950bicubic-44.567-32.517+38
360coat_lite_medium_384.in1k38451.40748.59365.67734.32344.571.000bicubic-45.213-33.773-149
361eca_nfnet_l2.ra3_in1k32051.37348.62766.47733.52356.721.000bicubic-44.757-33.073-16
362vit_medium_patch16_rope_reg1_gap_256.sbb_in1k25651.35348.64765.71334.28738.740.950bicubic-44.547-33.757+65
363hgnetv2_b2.ssld_stage2_ft_in1k28851.34748.65368.04331.95711.221.000bicubic-44.383-31.167+120
364edgenext_base.in21k_ft_in1k32051.34048.66065.76034.24018.511.000bicubic-44.850-33.710-30
365caformer_s18.sail_in1k_38438451.31348.68765.70034.30026.341.000bicubic-45.137-33.860-102
366maxvit_small_tf_224.in1k22451.30048.70065.36334.63768.930.950bicubic-44.960-34.037-50
367efficientnet_b4.ra2_in1k32051.28748.71366.46333.53719.341.000bicubic-43.903-32.657+277
368maxvit_rmlp_small_rw_224.sw_in1k22451.27748.72365.02034.98064.900.900bicubic-44.693-34.320+39
369davit_base.msft_in1k22451.27348.72765.20034.80087.950.950bicubic-44.967-34.200-45
370convnext_tiny.in12k_ft_in1k28851.26348.73766.94733.05328.591.000bicubic-44.977-32.333-47
371seresnextaa101d_32x8d.ah_in1k22451.16348.83765.10034.90093.591.000bicubic-44.807-34.510+35
372xcit_small_12_p8_384.fb_dist_in1k38451.15048.85065.88734.11326.211.000bicubic-45.330-33.503-119
373convformer_b36.sail_in1k22451.11048.89064.29335.70799.881.000bicubic-45.140-35.247-51
374vit_base_patch16_384.orig_in21k_ft_in1k38451.05048.95065.38034.62086.861.000bicubic-45.120-34.130-38
375convnext_base.fb_in1k28851.03048.97065.81734.18388.591.000bicubic-45.300-33.733-79
376vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k25651.02048.98064.71735.28360.230.950bicubic-44.780-34.633+88
377convformer_m36.sail_in1k22451.00348.99763.63736.36357.051.000bicubic-45.077-35.743-13
378edgenext_base.usi_in1k25650.95749.04366.57733.42318.511.000bicubic-44.783-32.833+102
379nextvit_large.bd_in1k22450.93349.06766.00034.00057.870.950bicubic-44.947-33.410+53
380convformer_s36.sail_in1k22450.85049.15064.05335.94740.011.000bicubic-45.270-35.247-28
381edgenext_base.in21k_ft_in1k25650.84349.15765.12334.87718.511.000bicubic-45.147-34.267+19
382mobilenetv4_hybrid_large.e600_r384_in1k44850.83749.16365.65734.34337.761.000bicubic-45.063-33.893+44
383volo_d2_384.sail_in1k38450.80049.20065.57034.43058.871.000bicubic-45.940-34.050-198
384tf_efficientnet_b1.ns_jft_in1k24050.79749.20367.88732.1137.790.882bicubic-44.073-31.153+355
385xcit_small_24_p16_224.fb_dist_in1k22450.74349.25765.04734.95347.671.000bicubic-45.057-34.343+77
386flexivit_base.1200ep_in1k24050.73749.26365.12734.87386.590.950bicubic-45.403-34.283-42
387mobilenetv4_hybrid_large.ix_e600_r384_in1k44850.71049.29065.41034.59037.761.000bicubic-45.390-33.860-31
388tiny_vit_11m_224.dist_in22k_ft_in1k22450.69349.30766.89733.10311.000.950bicubic-45.027-32.383+104
389vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k25650.68749.31365.21734.78322.520.950bicubic-45.143-34.003+63
390convformer_s18.sail_in1k_38438450.66349.33765.63034.37026.771.000bicubic-45.587-33.810-71
391repvit_m2_3.dist_300e_in1k22450.65749.34366.67733.32323.690.950bicubic-45.013-32.553+110
392regnetz_040.ra3_in1k25650.63749.36365.22334.77727.121.000bicubic-45.103-34.217+89
393resnetrs420.tf_in1k32050.60749.39364.88035.120191.891.000bicubic-45.503-34.590-39
394dm_nfnet_f2.dm_in1k25650.60049.40065.02734.973193.780.920bicubic-45.430-34.373-7
395efficientnetv2_rw_s.ra2_in1k28850.58749.41365.55334.44723.941.000bicubic-44.833-33.507+175
396efficientvit_b3.r256_in1k25650.56749.43364.20035.80048.651.000bicubic-45.263-35.050+58
397resnetv2_101x3_bit.goog_in21k_ft_in1k44850.55049.45067.95032.050387.931.000bilinear-45.750-31.640-93
398coatnet_rmlp_2_rw_224.sw_in1k22450.55049.45063.38336.61773.880.950bicubic-45.690-36.267-73
399efficientnet_b4.ra2_in1k38450.53349.46765.80334.19719.341.000bicubic-44.987-33.597+144
400convnext_small.fb_in1k22450.53049.47065.68034.32050.221.000bicubic-45.050-33.690+127
401xcit_small_12_p8_224.fb_dist_in1k22450.46349.53765.50734.49326.211.000bicubic-45.497-33.873+10
402regnetz_d32.ra3_in1k25650.44049.56066.80733.19327.580.950bicubic-44.950-32.503+178
403xcit_small_12_p16_384.fb_dist_in1k38450.44049.56065.29034.71026.251.000bicubic-45.950-34.240-126
404volo_d1_384.sail_in1k38450.43049.57064.81735.18326.781.000bicubic-46.060-34.793-154
405efficientvit_b3.r288_in1k28850.40349.59764.03035.97048.651.000bicubic-45.697-35.440-48
406vit_betwixt_patch16_reg4_gap_256.sbb_in1k25650.38049.62064.96735.03360.400.950bicubic-45.190-34.263+128
407flexivit_base.600ep_in1k24050.38049.62064.67735.32386.590.950bicubic-45.600-34.783-4
408seresnet152d.ra2_in1k25650.35349.64765.11334.88766.841.000bicubic-45.647-34.307-12
409resnetrs350.tf_in1k28850.33749.66364.56035.440163.961.000bicubic-45.873-34.830-78
410fastvit_sa36.apple_dist_in1k25650.32749.67365.72034.28031.530.900bicubic-45.623-33.650+5
411regnetz_040_h.ra3_in1k32050.31749.68365.61334.38728.941.000bicubic-46.033-33.887-122
412resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k22450.31349.68766.14733.853194.030.875bilinear-45.097-33.133+161
413inception_next_small.sail_in1k22450.29349.70765.13034.87049.370.875bicubic-45.397-34.250+83
414cait_s24_224.fb_dist_in1k22450.25049.75065.00334.99746.921.000bicubic-45.400-34.377+97
415seresnext101d_32x8d.ah_in1k22450.24749.75363.48036.52093.591.000bicubic-45.623-35.800+21
416pit_b_distilled_224.in1k22450.23349.76764.98335.01774.790.900bicubic-45.627-34.207+26
417eca_nfnet_l2.ra3_in1k38450.21749.78365.46334.53756.721.000bicubic-46.243-34.077-160
418resnet200d.ra2_in1k25650.18749.81365.05334.94764.691.000bicubic-45.593-34.217+50
419vit_small_patch16_384.augreg_in21k_ft_in1k38450.18049.82065.86034.14022.201.000bicubic-45.840-33.640-32
420pvt_v2_b5.in1k22450.18049.82065.06334.93781.960.900bicubic-45.770-34.327-6
421mvitv2_small.fb_in1k22450.16349.83764.89335.10734.870.900bicubic-45.727-34.527+8
422tf_efficientnet_b3.ap_in1k30050.13749.86365.30034.70012.230.904bicubic-44.863-33.790+279
423resnest269e.in1k41650.13349.86764.66335.337110.930.928bicubic-45.987-34.717-75
424tresnet_v2_l.miil_in21k_ft_in1k22450.12049.88065.17734.82346.170.875bilinear-45.720-33.993+24
425mobilenetv4_conv_large.e600_r384_in1k38450.10349.89765.44334.55732.591.000bicubic-45.297-33.887+150
426deit3_medium_patch16_224.fb_in1k22450.09049.91064.69335.30738.850.900bicubic-45.290-34.537+161
427deit_base_distilled_patch16_224.fb_in1k22450.06749.93366.25033.75087.340.900bicubic-45.713-33.070+43
428resnetaa101d.sw_in12k_ft_in1k22450.05749.94364.79335.20744.571.000bicubic-45.803-34.657+13
429pvt_v2_b4.in1k22450.05049.95065.09734.90362.560.900bicubic-45.880-34.253-11
430vit_betwixt_patch16_reg1_gap_256.sbb_in1k25650.04749.95364.61735.38360.400.950bicubic-45.623-34.663+73
431vit_medium_patch16_reg4_gap_256.sbb_in1k25650.02349.97764.92035.08038.880.950bicubic-45.767-34.660+35
432flexivit_base.300ep_in1k24050.00749.99364.11035.89086.590.950bicubic-45.963-35.270-27
433coat_lite_medium.in1k22449.97750.02364.80035.20044.570.900bicubic-46.023-34.600-35
434nextvit_base.bd_in1k_38438449.96750.03365.60334.39744.821.000bicubic-46.383-33.807-146
435efficientformer_l7.snap_dist_in1k22449.85050.15066.03033.97082.230.950bicubic-45.770-33.420+80
436resnest200e.in1k32049.81350.18764.78735.21370.200.909bicubic-46.287-34.623-81
437resnet152d.ra2_in1k25649.78350.21765.08734.91360.211.000bicubic-45.597-34.093+147
438volo_d2_224.sail_in1k22449.77750.22364.56335.43758.680.960bicubic-46.653-35.197-171
439seresnextaa101d_32x8d.ah_in1k28849.75350.24764.48735.51393.591.000bicubic-46.657-35.033-170
440xception65.ra3_in1k29949.75050.25063.47036.53039.920.940bicubic-45.930-35.980+60
441mobilenetv4_conv_large.e600_r384_in1k44849.74750.25364.66735.33332.591.000bicubic-45.933-34.693+57
442mobilenetv4_conv_aa_large.e600_r384_in1k38449.71050.29064.53335.46732.591.000bicubic-45.890-34.727+82
443regnetz_d8.ra3_in1k25649.68050.32065.82334.17723.371.000bicubic-45.930-33.457+76
444swinv2_base_window16_256.ms_in1k25649.59750.40363.71736.28387.920.900bicubic-46.573-35.683-106
445convnextv2_nano.fcmae_ft_in22k_in1k_38438449.56750.43365.56734.43315.621.000bicubic-46.213-33.713+24
446nextvit_base.bd_in1k22449.56350.43764.97035.03044.820.950bicubic-46.127-34.270+49
447maxvit_rmlp_tiny_rw_256.sw_in1k25649.55750.44363.73336.26729.150.950bicubic-46.493-35.677-73
448efficientformerv2_l.snap_dist_in1k22449.55350.44765.07034.93026.320.950bicubic-46.187-34.300+34
449pvt_v2_b3.in1k22449.54750.45364.84035.16045.240.900bicubic-45.943-34.490+99
450fastvit_ma36.apple_in1k25649.52350.47763.45736.54344.070.950bicubic-46.487-35.903-56
451cait_xs24_384.fb_dist_in1k38449.50350.49764.83735.16326.671.000bicubic-46.527-34.713-66
452tf_efficientnet_b5.ra_in1k45649.48750.51365.60334.39730.390.934bicubic-46.493-33.817-50
453resnet200d.ra2_in1k32049.42750.57364.30335.69764.691.000bicubic-46.693-35.157-103
454xcit_small_12_p16_224.fb_dist_in1k22449.41050.59063.90336.09726.251.000bicubic-46.360-35.457+20
455hiera_small_224.mae_in1k_ft_in1k22449.37750.62364.43335.56735.010.900bicubic-46.443-34.897+4
456resnest101e.in1k25649.37350.62765.51334.48748.280.875bilinear-46.237-33.867+64
457vit_base_patch32_224.augreg_in21k_ft_in1k22449.37050.63064.45335.54788.220.900bicubic-45.030-34.467+407
458rdnet_tiny.nv_in1k22449.35750.64363.54336.45723.860.900bicubic-45.953-35.707+147
459dm_nfnet_f2.dm_in1k35249.30350.69763.92336.077193.780.920bicubic-47.217-35.547-220
460resnet152d.ra2_in1k32049.28350.71764.43035.57060.211.000bicubic-46.577-35.010-20
461tiny_vit_21m_224.in1k22449.24750.75364.28335.71721.200.950bicubic-46.443-34.987+36
462seresnet152d.ra2_in1k32049.21050.79064.26335.73766.841.000bicubic-47.110-35.247-163
463dm_nfnet_f1.dm_in1k22449.18350.81763.51336.487132.630.910bicubic-46.427-35.727+55
464regnetz_040.ra3_in1k32049.17750.82364.04035.96027.121.000bicubic-47.023-35.460-132
465resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k22449.17050.83065.44734.553236.340.875bicubic-46.580-34.033+14
466xcit_large_24_p8_224.fb_in1k22449.15750.84362.72037.280188.931.000bicubic-46.933-36.790-105
467resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k22449.15350.84765.49334.50788.790.875bilinear-46.187-33.837+127
468resnetrs270.tf_in1k25649.14050.86063.82336.177129.861.000bicubic-46.710-35.577-25
469seresnext101_32x8d.ah_in1k22449.08350.91762.23337.76793.571.000bicubic-46.587-37.157+36
470convnext_small.fb_in1k28849.04350.95764.77035.23050.221.000bicubic-46.947-34.660-71
471repvgg_b3.rvgg_in1k22449.02050.98064.89335.107123.090.875bilinear-45.590-34.027+336
472gcvit_base.in1k22449.00051.00063.96036.04090.320.875bicubic-47.060-35.530-101
473resmlp_big_24_224.fb_distilled_in1k22448.99751.00365.42734.573129.140.875bicubic-46.863-34.003-35
474resnetaa101d.sw_in12k_ft_in1k28848.99751.00364.13335.86744.571.000bicubic-47.403-35.367-202
475maxxvit_rmlp_small_rw_256.sw_in1k25648.99751.00363.10036.90066.010.950bicubic-47.233-36.390-146
476volo_d1_224.sail_in1k22448.98051.02063.17336.82726.630.960bicubic-47.050-36.317-90
477resnext101_64x4d.tv_in1k22448.97051.03063.53336.46783.460.875bilinear-46.870-35.767-31
478efficientvit_b3.r224_in1k22448.96351.03762.99737.00348.650.950bicubic-46.587-36.333+60
479ecaresnet101d.miil_in1k22448.95351.04764.52035.48044.570.950bicubic-46.217-34.610+168
480vit_medium_patch16_reg1_gap_256.sbb_in1k25648.94051.06064.04035.96038.880.950bicubic-46.970-35.320-57
481mobilenetv4_conv_aa_large.e600_r384_in1k48048.88051.12063.52036.48032.591.000bicubic-47.150-35.820-100
482resnetrs420.tf_in1k41648.81751.18363.48036.520191.891.000bicubic-47.633-36.190-218
483maxvit_tiny_tf_224.in1k22448.80351.19762.95337.04730.920.950bicubic-47.027-36.467-30
484hgnetv2_b1.ssld_stage1_in22k_in1k22448.74751.25365.95734.0436.341.000bicubic-44.783-32.843+598
485caformer_s18.sail_in1k22448.74051.26062.93737.06326.341.000bicubic-46.960-36.403+9
486convnextv2_tiny.fcmae_ft_in1k22448.73351.26763.80036.20028.641.000bicubic-46.647-35.560+100
487convformer_s18.sail_in1k22448.73051.27062.96037.04026.771.000bicubic-46.600-36.420+110
488efficientnetv2_rw_s.ra2_in1k38448.69051.31063.85036.15023.941.000bicubic-47.080-35.450-16
489resnext101_32x8d.tv2_in1k17648.67051.33063.17736.82388.790.965bilinear-46.180-36.233+259
490regnetz_d8_evos.ch_in1k25648.66351.33764.57335.42723.461.000bicubic-47.167-34.837-40
491deit3_small_patch16_384.fb_in1k38448.64351.35762.71737.28322.211.000bicubic-47.027-36.573+11
492regnetz_d32.ra3_in1k32048.62051.38065.20734.79327.580.950bicubic-47.250-33.883-58
493efficientnet_b3.ra2_in1k32048.59051.41064.34335.65712.231.000bicubic-46.570-34.867+159
494edgenext_base.usi_in1k32048.58051.42064.40735.59318.511.000bicubic-47.210-34.873-29
495swinv2_small_window16_256.ms_in1k25648.55051.45062.65337.34749.730.900bicubic-47.510-36.737-123
496seresnext101d_32x8d.ah_in1k28848.51751.48362.97737.02393.591.000bicubic-47.863-36.523-216
497rexnetr_200.sw_in12k_ft_in1k22448.43351.56765.32034.68016.521.000bicubic-46.827-34.060+118
498efficientnet_b3.ra2_in1k28848.43351.56764.30735.69312.231.000bicubic-46.307-34.793+271
499focalnet_base_lrf.ms_in1k22448.43351.56762.99737.00388.750.900bicubic-47.407-36.293-49
500convnextv2_nano.fcmae_ft_in22k_in1k22448.41351.58764.59735.40315.621.000bicubic-46.717-34.593+165
501vit_small_r26_s32_224.augreg_in21k_ft_in1k22448.40751.59363.93036.07036.430.900bicubic-46.733-35.290+156
502vit_large_patch32_384.orig_in21k_ft_in1k38448.36351.63761.90038.100306.631.000bicubic-46.887-37.190+119
503focalnet_base_srf.ms_in1k22448.32351.67763.02036.98088.150.900bicubic-47.567-36.340-73
504swinv2_base_window8_256.ms_in1k25648.29351.70763.41036.59087.920.900bicubic-47.757-35.940-131
505repvgg_b3g4.rvgg_in1k22448.25351.74764.82335.17783.830.875bilinear-46.247-34.197+335
506eca_nfnet_l1.ra2_in1k25648.25051.75063.57036.43041.411.000bicubic-47.410-35.670+2
507convit_base.fb_in1k22448.21751.78363.00336.99786.540.875bicubic-46.903-36.137+161
508regnety_160.deit_in1k22448.21051.79063.67036.33083.591.000bicubic-47.270-35.610+42
509fastvit_sa36.apple_in1k25648.20051.80062.75337.24731.530.900bicubic-47.420-36.467+7
510swin_s3_base_224.ms_in1k22448.16351.83762.29037.71071.130.900bicubic-47.907-37.060-144
511resnext101_32x8d.tv2_in1k22448.13751.86362.70037.30088.790.965bilinear-47.173-36.650+91
512nextvit_small.bd_in1k_38438448.13051.87064.13035.87031.761.000bicubic-48.000-35.250-166
513sequencer2d_l.in1k22448.10751.89362.35737.64354.300.875bicubic-47.763-37.113-80
514gcvit_small.in1k22448.10351.89762.77737.22351.090.875bicubic-47.817-36.493-94
515tf_efficientnetv2_b3.in21k_ft_in1k30048.05051.95064.82735.17314.360.900bicubic-47.550-34.583+8
516regnetz_d8.ra3_in1k32048.02051.98064.32035.68023.371.000bicubic-48.000-35.240-126
517focalnet_small_lrf.ms_in1k22448.01751.98363.09336.90750.340.900bicubic-47.713-36.287-30
518convnext_tiny.fb_in1k22447.99352.00764.18735.81328.591.000bicubic-46.857-34.973+229
519resnetrs350.tf_in1k38447.98752.01362.61737.383163.961.000bicubic-48.283-36.883-205
520fastvit_sa24.apple_dist_in1k25647.98052.02062.84337.15721.550.900bicubic-47.600-36.417+9
521repvit_m1_5.dist_450e_in1k22447.97352.02763.67036.33014.640.950bicubic-47.347-35.590+79
522regnetv_064.ra3_in1k22447.96352.03763.51736.48330.581.000bicubic-47.427-35.963+60
523twins_svt_large.in1k22447.91752.08362.79037.21099.270.900bicubic-47.803-36.510-33
524resnetrs200.tf_in1k25647.89752.10362.09337.90793.211.000bicubic-47.923-37.097-68
525vit_relpos_base_patch16_224.sw_in1k22447.89352.10762.84737.15386.430.900bicubic-47.287-36.433+121
526mixer_b16_224.miil_in21k_ft_in1k22447.85352.14763.38736.61359.880.875bilinear-47.047-35.693+202
527mobilenetv4_conv_large.e500_r256_in1k25647.85352.14762.82737.17332.591.000bicubic-46.637-36.193+314
528tf_efficientnet_b5.aa_in1k45647.83752.16363.96036.04030.390.934bicubic-48.053-35.400-97
529repvgg_b2g4.rvgg_in1k22447.78352.21764.42035.58061.760.875bilinear-46.067-34.610+468
530repvit_m1_5.dist_300e_in1k22447.78352.21763.71336.28714.640.950bicubic-47.357-35.607+126
531regnety_1280.seer_ft_in1k38447.76352.23764.13035.870644.811.000bicubic-48.567-35.270-234
532resnetv2_50x3_bit.goog_in21k_ft_in1k44847.75752.24365.66334.337217.321.000bilinear-48.533-33.977-225
533vit_little_patch16_reg4_gap_256.sbb_in1k25647.74352.25762.40737.59322.520.950bicubic-47.577-36.883+66
534vit_relpos_base_patch16_clsgap_224.sw_in1k22447.73352.26762.40037.60086.430.900bicubic-47.527-36.900+84
535resnet101d.ra2_in1k25647.72352.27762.92337.07744.571.000bicubic-47.767-36.367+14
536tf_efficientnetv2_b3.in21k_ft_in1k24047.71352.28764.13335.86714.360.900bicubic-47.157-35.117+205
537repvgg_d2se.rvgg_in1k32047.71352.28762.81037.190133.331.000bilinear-48.207-36.650-118
538mvitv2_tiny.fb_in1k22447.70352.29762.69737.30324.170.900bicubic-47.697-36.613+39
539mobilenetv4_hybrid_medium.ix_e550_r384_in1k38447.65752.34363.24736.75311.071.000bicubic-47.883-36.0630
540vit_relpos_medium_patch16_cls_224.sw_in1k22447.63752.36361.79738.20338.760.900bicubic-47.643-37.323+72
541eca_nfnet_l1.ra2_in1k32047.61752.38362.64337.35741.411.000bicubic-48.323-36.837-124
542ecaresnet101d.miil_in1k28847.59352.40763.53036.47044.570.950bicubic-48.037-35.830-29
543seresnext101_32x8d.ah_in1k28847.57752.42361.37038.63093.571.000bicubic-48.553-37.990-196
544regnetz_d8_evos.ch_in1k32047.56352.43763.77036.23023.461.000bicubic-48.657-35.720-214
545pit_s_distilled_224.in1k22447.54752.45363.17036.83024.040.900bicubic-47.143-35.900+239
546focalnet_small_srf.ms_in1k22447.51752.48362.32737.67349.890.900bicubic-48.113-37.043-32
547resnest50d_4s2x40d.in1k22447.49752.50363.85736.14330.420.875bicubic-47.213-35.253+230
548efficientnet_b3_pruned.in1k30047.46052.54062.85737.1439.860.904bicubic-47.170-36.173+253
549davit_tiny.msft_in1k22447.43052.57063.25736.74328.360.950bicubic-47.680-35.863+121
550dm_nfnet_f1.dm_in1k32047.43052.57062.12737.873132.630.910bicubic-48.900-37.283-254
551vit_base_patch16_224.orig_in21k_ft_in1k22447.41052.59061.70738.29386.570.900bicubic-47.810-37.613+82
552coatnet_rmlp_1_rw_224.sw_in1k22447.41052.59061.36738.63341.690.950bicubic-48.100-37.893-7
553xcit_small_24_p8_224.fb_in1k22447.35752.64361.11338.88747.631.000bicubic-48.613-38.237-145
554crossvit_18_dagger_408.in1k40847.34752.65360.88739.11344.611.000bicubic-48.793-38.583-211
555mobilenetv4_conv_large.e500_r256_in1k32047.33352.66762.39037.61032.591.000bicubic-47.807-36.830+99
556hgnetv2_b1.ssld_stage1_in22k_in1k28847.32752.67364.47735.5236.341.000bicubic-46.793-34.433+391
557convnext_tiny_hnf.a2h_in1k22447.32052.68061.60738.39328.591.000bicubic-47.670-37.433+146
558poolformerv2_m48.sail_in1k22447.29752.70363.88736.11373.351.000bicubic-47.903-35.263+84
559tresnet_m.miil_in21k_ft_in1k22447.29752.70362.04737.95331.390.875bilinear-48.123-37.143+13
560regnety_080.ra3_in1k22447.29052.71062.31737.68339.181.000bicubic-48.060-36.963+32
561convnext_nano.in12k_ft_in1k22447.26052.74063.98736.01315.591.000bicubic-47.720-35.243+146
562wide_resnet101_2.tv2_in1k22447.24752.75361.98338.017126.890.965bilinear-48.003-37.277+62
563efficientformer_l3.snap_dist_in1k22447.24052.76063.45736.54331.410.950bicubic-47.980-35.783+70
564repvit_m3.dist_in1k22447.20352.79763.49736.50310.680.950bicubic-47.527-35.743+207
565resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k22447.18352.81763.40036.60044.180.875bilinear-47.977-35.850+84
566efficientvit_b2.r256_in1k25647.18352.81761.67038.33024.331.000bicubic-48.107-37.440+45
567tf_efficientnet_b6.aa_in1k52847.16052.84063.04036.96043.040.942bicubic-49.130-36.490-259
568regnetz_c16.ra3_in1k25647.13352.86763.82736.17313.461.000bicubic-47.997-35.273+96
569hgnetv2_b1.ssld_stage2_ft_in1k22447.12752.87364.39035.6106.341.000bicubic-46.503-34.470+489
570resnetrs270.tf_in1k35247.12752.87362.06037.940129.861.000bicubic-48.933-37.280-200
571regnety_320.tv2_in1k22447.08752.91362.07337.927145.050.965bicubic-48.503-37.327-45
572efficientvit_b2.r288_in1k28847.08352.91761.56038.44024.331.000bicubic-48.527-37.820-51
573xcit_small_12_p8_224.fb_in1k22447.08052.92060.66039.34026.211.000bicubic-48.370-38.680-12
574inception_next_tiny.sail_in1k22447.03752.96362.95737.04328.060.875bicubic-48.083-36.163+93
575tf_efficientnet_b4.aa_in1k38047.03752.96362.83337.16719.340.922bicubic-48.543-36.387-47
576mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k25647.02052.98062.56037.44011.071.000bicubic-48.080-36.530+98
577vit_base_patch16_rpn_224.sw_in1k22447.02052.98062.42037.58086.540.900bicubic-47.810-36.670+174
578mobilenetv4_hybrid_medium.ix_e550_r384_in1k44847.01752.98363.00037.00011.071.000bicubic-48.703-36.370-89
579resnet152.a1h_in1k22447.01352.98760.89039.11060.191.000bicubic-48.407-38.270-10
580swin_base_patch4_window12_384.ms_in1k38446.99753.00361.86738.13387.901.000bicubic-49.393-37.553-303
581swinv2_small_window8_256.ms_in1k25646.99053.01062.16037.84049.730.900bicubic-48.780-37.220-108
582convnextv2_tiny.fcmae_ft_in1k28846.95353.04762.47337.52728.641.000bicubic-48.867-36.837-125
583rexnetr_200.sw_in12k_ft_in1k28846.94353.05763.82036.18016.521.000bicubic-48.397-35.600+10
584resnet101d.ra2_in1k32046.93053.07062.44737.55344.571.000bicubic-48.820-36.983-108
585regnety_032.ra_in1k22446.93053.07062.27037.73019.441.000bicubic-48.000-36.870+135
586coat_small.in1k22446.93053.07061.36738.63321.690.900bicubic-48.280-37.863+55
587xception65p.ra3_in1k29946.89053.11061.07038.93039.820.940bicubic-48.780-38.330-84
588xcit_large_24_p16_224.fb_in1k22446.89053.11060.76039.240189.101.000bicubic-48.060-38.440+128
589nextvit_small.bd_in1k22446.84753.15362.80337.19731.760.950bicubic-48.383-36.417+40
590maxvit_tiny_rw_224.sw_in1k22446.84753.15360.76739.23329.060.950bicubic-48.883-38.523-101
591pvt_v2_b2_li.in1k22446.80353.19762.39037.61022.550.900bicubic-48.437-36.640+35
592gc_efficientnetv2_rw_t.agc_in1k22446.78753.21361.32038.68013.681.000bicubic-47.753-37.740+238
593resnet152.tv2_in1k22446.77753.22361.00338.99760.190.965bilinear-48.303-38.067+89
594efficientformerv2_s2.snap_dist_in1k22446.76753.23361.83738.16312.710.950bicubic-48.343-37.293+78
595seresnext101_64x4d.gluon_in1k22446.67753.32361.36338.63788.230.875bicubic-47.983-37.747+202
596fastvit_sa24.apple_in1k25646.65753.34361.63738.36321.550.900bicubic-48.653-37.673+7
597regnety_640.seer_ft_in1k38446.60753.39363.09336.907281.381.000bicubic-49.423-36.377-215
598swin_tiny_patch4_window7_224.ms_in22k_ft_in1k22446.57753.42363.92336.07728.290.900bicubic-48.263-35.307+151
599fbnetv3_g.ra2_in1k24046.57753.42362.60737.39316.620.950bilinear-48.023-36.493+210
600twins_pcpvt_large.in1k22446.54353.45762.19337.80760.990.900bicubic-49.207-37.247-123
601convnext_tiny.fb_in1k28846.53053.47063.24736.75328.591.000bicubic-48.680-36.013+37
602regnetv_064.ra3_in1k28846.52053.48062.29737.70330.581.000bicubic-49.280-37.123-142
603resnet152.a1h_in1k28846.52053.48060.51739.48360.191.000bicubic-49.260-38.783-136
604swin_base_patch4_window7_224.ms_in1k22446.50753.49361.47038.53087.770.900bicubic-49.393-37.870-176
605nfnet_l0.ra2_in1k22446.50353.49763.04736.95335.071.000bicubic-48.477-36.183+100
606convnextv2_nano.fcmae_ft_in22k_in1k28846.47353.52762.87037.13015.621.000bicubic-48.917-36.470-23
607efficientnetv2_rw_t.ra2_in1k22446.43753.56361.43738.56313.651.000bicubic-48.223-37.543+189
608xcit_medium_24_p8_224.fb_in1k22446.42353.57759.59340.40784.321.000bicubic-49.447-39.637-171
609coatnet_1_rw_224.sw_in1k22446.41753.58360.10339.89741.720.950bicubic-49.203-39.217-92
610gcvit_tiny.in1k22446.40753.59361.66038.34028.220.875bicubic-49.293-37.630-117
611fbnetv3_g.ra2_in1k28846.39753.60362.46037.54016.620.950bilinear-48.733-36.740+51
612cs3se_edgenet_x.c2ns_in1k25646.39753.60361.44038.56050.721.000bicubic-49.103-37.800-65
613resnet51q.ra2_in1k25646.39353.60761.36038.64035.701.000bilinear-48.547-37.840+104
614swin_s3_small_224.ms_in1k22446.38353.61760.84039.16049.740.900bicubic-49.467-38.350-169
615crossvit_15_dagger_408.in1k40846.38353.61760.53339.46728.501.000bicubic-49.457-38.787-168
616resnetrs200.tf_in1k32046.37353.62760.96039.04093.211.000bicubic-49.937-38.530-316
617tresnet_xl.miil_in1k22446.30353.69761.88338.11778.440.875bilinear-48.777-37.297+64
618sequencer2d_m.in1k22446.29753.70360.92039.08038.310.875bicubic-49.283-38.390-88
619xcit_tiny_24_p8_224.fb_dist_in1k22446.28053.72060.61339.38712.111.000bicubic-49.200-38.657-68
620xcit_tiny_24_p8_384.fb_dist_in1k38446.24753.75360.64039.36012.111.000bicubic-50.003-38.640-299
621rexnet_300.nav_in1k22446.24353.75762.44337.55734.710.875bicubic-49.297-36.997-81
622resnetrs152.tf_in1k25646.21353.78760.76739.23386.621.000bicubic-49.167-38.423-37
623dm_nfnet_f0.dm_in1k19246.21053.79061.46738.53371.490.900bicubic-48.480-37.633+163
624resnest50d_1s4x24d.in1k22446.20353.79762.51337.48725.680.875bicubic-48.177-36.547+247
625repvit_m1_1.dist_450e_in1k22446.18753.81363.34736.6538.800.950bicubic-48.363-35.633+203
626gernet_m.idstcv_in1k22446.16753.83362.68737.31321.140.875bilinear-48.393-36.483+201
627deit_small_distilled_patch16_224.fb_in1k22446.15353.84762.45337.54722.440.900bicubic-48.437-36.637+184
628hgnetv2_b0.ssld_stage1_in22k_in1k22446.13753.86363.47036.5306.001.000bicubic-46.483-34.940+595
629regnety_160.deit_in1k28846.12753.87361.78738.21383.591.000bicubic-49.773-37.513-204
630crossvit_base_240.in1k24046.08753.91360.22739.773105.030.875bicubic-48.943-38.923+63
631tf_efficientnet_b0.ns_jft_in1k22446.06753.93363.28036.7205.290.875bicubic-47.713-35.260+384
632convnextv2_nano.fcmae_ft_in1k22446.05753.94362.03037.97015.621.000bicubic-48.663-37.140+142
633resnext101_64x4d.c1_in1k22446.05353.94759.50340.49783.461.000bicubic-49.207-39.697-14
634poolformerv2_m36.sail_in1k22446.05053.95062.20037.80056.081.000bicubic-48.990-36.950+56
635mobilenetv4_hybrid_medium.e500_r224_in1k22446.05053.95061.73738.26311.071.000bicubic-48.230-37.163+270
636poolformerv2_s36.sail_in1k22446.03053.97062.30037.70030.791.000bicubic-48.700-36.770+134
637vit_small_patch16_224.augreg_in21k_ft_in1k22446.02753.97361.85038.15022.050.900bicubic-48.883-37.430+86
638resnet51q.ra2_in1k28846.02753.97360.92339.07735.701.000bilinear-49.183-38.367+3
639swinv2_cr_small_ns_224.sw_in1k22446.02753.97360.60339.39749.700.900bicubic-49.693-38.837-148
640crossvit_18_240.in1k24045.96754.03360.37039.63043.270.875bicubic-49.093-38.740+49
641nest_base_jx.goog_in1k22445.96754.03360.10039.90067.720.875bicubic-49.563-39.240-100
642deit3_small_patch16_224.fb_in1k22445.96754.03358.96041.04022.060.900bicubic-48.733-40.110+142
643vit_relpos_medium_patch16_224.sw_in1k22445.94354.05761.09338.90738.750.900bicubic-49.257-38.137-1
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645regnetz_c16.ra3_in1k32045.93054.07062.75037.25013.461.000bicubic-49.460-36.590-65
646hgnetv2_b0.ssld_stage2_ft_in1k22445.92354.07763.31336.6876.001.000bicubic-46.827-35.427+563
647mobilenetv4_hybrid_medium.e500_r224_in1k25645.90754.09361.57738.42311.071.000bicubic-48.953-37.623+95
648twins_pcpvt_base.in1k22445.90354.09761.38738.61343.830.900bicubic-49.567-37.963-93
649resnest50d.in1k22445.89054.11062.67737.32327.480.875bilinear-48.740-36.463+153
650twins_svt_base.in1k22445.88054.12060.91339.08756.070.900bicubic-49.690-38.377-115
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652regnetz_c16_evos.ch_in1k25645.86754.13362.96037.04013.490.950bicubic-49.493-36.340-61
653convnext_nano.in12k_ft_in1k28845.86754.13362.61037.39015.591.000bicubic-49.523-36.720-75
654crossvit_18_dagger_240.in1k24045.85054.15059.92040.08044.270.875bicubic-49.340-39.400-9
655convnext_tiny_hnf.a2h_in1k28845.84054.16060.14339.85728.591.000bicubic-49.430-39.147-40
656mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k32045.82354.17761.58338.41711.071.000bicubic-49.487-37.847-55
657levit_384.fb_dist_in1k22445.78054.22061.72038.28039.130.900bicubic-49.440-37.450-21
658levit_conv_384.fb_dist_in1k22445.77754.22361.71738.28339.130.900bicubic-49.443-37.463-21
659hiera_tiny_224.mae_in1k_ft_in1k22445.76054.24061.06038.94027.910.900bicubic-49.490-38.340-34
660gc_efficientnetv2_rw_t.agc_in1k28845.73354.26760.30339.69713.681.000bicubic-49.567-38.897-51
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662crossvit_15_dagger_240.in1k24045.70354.29760.08739.91328.210.875bicubic-49.277-38.913+47
663xcit_tiny_24_p16_384.fb_dist_in1k38445.69754.30360.52739.47312.121.000bicubic-49.773-38.853-107
664hgnetv2_b1.ssld_stage2_ft_in1k28845.69354.30762.69337.3076.341.000bicubic-48.497-36.347+266
665vit_srelpos_medium_patch16_224.sw_in1k22445.69354.30761.05338.94738.740.900bicubic-49.257-37.777+50
666convmixer_1536_20.in1k22445.67354.32761.73038.27051.630.960bicubic-49.297-37.440+46
667dm_nfnet_f0.dm_in1k25645.67054.33061.33038.67071.490.900bicubic-50.010-37.980-168
668regnetx_320.tv2_in1k22445.64054.36060.21739.783107.810.965bicubic-49.680-39.073-70
669efficientnetv2_rw_t.ra2_in1k28845.62054.38060.17039.83013.651.000bicubic-49.470-39.040+10
670flexivit_small.1200ep_in1k24045.60354.39759.90740.09322.060.950bicubic-49.617-39.263-35
671xcit_small_12_p16_224.fb_in1k22445.59754.40359.45340.54726.251.000bicubic-49.273-39.567+69
672xcit_medium_24_p16_224.fb_in1k22445.59054.41059.00041.00084.401.000bicubic-49.550-40.070-12
673xcit_small_24_p16_224.fb_in1k22445.57754.42358.96741.03347.671.000bicubic-49.503-40.283+10
674repvit_m1_1.dist_300e_in1k22445.55054.45062.74337.2578.800.950bicubic-48.640-36.367+256
675seresnext101_32x4d.gluon_in1k22445.54754.45361.10738.89348.960.875bicubic-48.953-37.983+164
676tf_efficientnet_b7.aa_in1k60045.49054.51061.78338.21766.350.949bicubic-50.580-37.667-311
677resnet101.a1h_in1k22445.47754.52359.80740.19344.551.000bicubic-49.453-39.253+44
678resnet152d.gluon_in1k22445.46054.54060.07039.93060.210.875bicubic-48.990-38.840+176
679cs3se_edgenet_x.c2ns_in1k32045.44754.55360.43339.56750.721.000bicubic-50.573-39.167-287
680flexivit_small.600ep_in1k24045.41754.58359.61740.38322.060.950bicubic-49.883-39.803-70
681wide_resnet101_2.tv2_in1k17645.39354.60759.68340.317126.890.965bilinear-48.547-39.207+304
682mobilenetv4_conv_blur_medium.e500_r224_in1k25645.38754.61361.71038.2909.721.000bicubic-48.743-37.290+260
683pvt_v2_b2.in1k22445.38754.61360.69739.30325.360.900bicubic-49.623-38.503+16
684tf_efficientnetv2_s.in1k30045.38754.61360.23739.76321.461.000bicubic-50.013-38.923-108
685resnext101_64x4d.c1_in1k28845.38354.61759.04740.95383.461.000bicubic-50.187-40.223-152
686nfnet_l0.ra2_in1k28845.37754.62362.09037.91035.071.000bicubic-50.053-37.090-122
687regnety_320.seer_ft_in1k38445.37054.63062.25737.743145.051.000bicubic-50.430-37.083-226
688resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k22445.37054.63061.99738.00325.030.875bilinear-49.340-37.183+87
689resnetv2_50x1_bit.goog_distilled_in1k22445.36354.63762.26737.73325.550.875bicubic-50.027-37.153-110
690ecaresnetlight.miil_in1k22445.36054.64061.20038.80030.160.950bicubic-48.690-37.730+272
691cs3edgenet_x.c2_in1k28845.30054.70060.24339.75747.821.000bicubic-50.180-39.157-139
692resnet101.tv2_in1k22445.30054.70060.04339.95744.550.965bilinear-49.590-39.087+42
693cs3edgenet_x.c2_in1k25645.29354.70760.17339.82747.821.000bicubic-50.017-39.077-89
694nest_small_jx.goog_in1k22445.29354.70759.00340.99738.350.875bicubic-50.287-40.317-162
695resnet61q.ra2_in1k28845.27354.72759.33340.66736.851.000bicubic-49.867-39.587-37
696convit_small.fb_in1k22445.25354.74760.48039.52027.780.875bicubic-49.657-38.640+28
697efficientvit_b2.r224_in1k22445.25354.74759.18740.81324.330.950bicubic-49.637-39.813+39
698nasnetalarge.tf_in1k33145.22354.77757.98742.01388.750.911bicubic-49.947-41.183-50
699resnet61q.ra2_in1k25645.18054.82059.35040.65036.851.000bicubic-49.800-39.880+11
700tresnet_xl.miil_in1k_44844845.17754.82361.43738.56378.440.875bilinear-50.373-37.763-163
701focalnet_tiny_lrf.ms_in1k22445.16354.83761.25338.74728.650.900bicubic-50.067-37.957-72
702rexnet_200.nav_in1k22445.14354.85762.30337.69716.370.875bicubic-49.527-36.787+93
703mobilenetv4_conv_medium.e500_r256_in1k25645.13354.86761.85038.1509.721.000bicubic-48.827-37.100+278
704hgnetv2_b0.ssld_stage1_in22k_in1k28845.12054.88062.30737.6936.001.000bicubic-48.470-36.473+364
705mobilenetv4_conv_blur_medium.e500_r224_in1k22445.11754.88361.63038.3709.721.000bicubic-48.603-37.460+328
706swin_small_patch4_window7_224.ms_in1k22445.11354.88760.28039.72049.610.900bicubic-50.617-39.180-221
707sequencer2d_s.in1k22445.11354.88760.06739.93327.650.875bicubic-50.347-39.193-147
708regnetv_040.ra3_in1k22445.10054.90060.04739.95320.641.000bicubic-50.330-39.033-143
709mobilenetv4_conv_medium.e500_r224_in1k25645.09054.91061.49738.5039.721.000bicubic-48.990-37.483+244
710tf_efficientnet_b3.aa_in1k30045.08754.91360.69039.31012.230.904bicubic-49.833-38.400+13
711mobilenetv4_conv_medium.e500_r256_in1k32045.07054.93061.48338.5179.721.000bicubic-49.270-37.707+175
712mobilenetv4_conv_medium.e500_r224_in1k22445.04054.96061.37338.6279.721.000bicubic-48.340-37.387+411
713maxxvit_rmlp_nano_rw_256.sw_in1k25644.99355.00759.60340.39716.780.950bicubic-50.367-39.727-123
714resnetrs152.tf_in1k32044.98355.01759.65340.34786.621.000bicubic-50.977-39.837-302
715resnet101.a1h_in1k28844.95755.04359.33740.66344.551.000bicubic-50.623-39.933-184
716hgnetv2_b0.ssld_stage2_ft_in1k28844.93355.06762.36737.6336.001.000bicubic-48.917-36.543+281
717edgenext_small.usi_in1k25644.93355.06761.07038.9305.591.000bicubic-49.447-37.960+150
718resnetv2_101.a1h_in1k22444.93055.07059.06740.93344.541.000bicubic-49.960-39.933+14
719mobilenetv4_hybrid_medium.ix_e550_r256_in1k25644.92355.07760.66039.34011.071.000bicubic-49.657-38.450+97
720wide_resnet50_2.racm_in1k22444.91055.09060.10039.90068.880.950bicubic-49.730-38.950+78
721deit_base_patch16_224.fb_in1k22444.90755.09359.19040.81086.570.900bicubic-50.123-39.780-27
722flexivit_small.300ep_in1k24044.90055.10059.48740.51322.060.950bicubic-50.250-39.663-69
723coatnet_bn_0_rw_224.sw_in1k22444.81055.19060.93339.06727.440.950bicubic-50.170-38.367-17
724tf_efficientnet_b2.ap_in1k26044.80355.19760.77339.2279.110.890bicubic-49.467-38.347+182
725resmlp_24_224.fb_distilled_in1k22444.79755.20361.50738.49330.020.875bicubic-49.553-37.403+156
726focalnet_tiny_srf.ms_in1k22444.78755.21360.99339.00728.430.900bicubic-50.233-38.057-31
727repvit_m2.dist_in1k22444.77755.22361.87338.1278.800.950bicubic-49.683-37.277+123
728cait_xxs36_384.fb_dist_in1k38444.76755.23359.42740.57317.371.000bicubic-50.533-39.873-120
729tiny_vit_11m_224.in1k22444.74755.25360.18039.82011.000.950bicubic-50.483-39.230-97
730resmlp_36_224.fb_distilled_in1k22444.73055.27061.15738.84344.690.875bicubic-49.840-38.023+90
731gernet_l.idstcv_in1k25644.70355.29758.98741.01331.080.875bilinear-50.237-40.153-15
732xcit_tiny_24_p16_224.fb_dist_in1k22444.69755.30359.43340.56712.121.000bicubic-49.553-39.407+184
733regnety_032.tv2_in1k22444.68055.32060.94739.05319.440.965bicubic-50.210-38.103-4
734deit_base_patch16_384.fb_in1k38444.66755.33359.57040.43086.861.000bicubic-50.993-39.850-224
735ecaresnet50d.miil_in1k22444.62355.37760.81739.18325.580.950bicubic-49.577-38.203+193
736wide_resnet50_2.tv2_in1k17644.62055.38059.96740.03368.880.965bilinear-49.710-39.063+153
737ecaresnetlight.miil_in1k28844.60355.39760.43039.57030.160.950bicubic-49.967-38.720+81
738ecaresnet50t.ra2_in1k25644.57355.42760.43339.56725.570.950bicubic-50.137-38.487+38
739eca_nfnet_l0.ra2_in1k22444.57055.43061.17738.82324.141.000bicubic-50.410-38.123-31
740vit_relpos_small_patch16_224.sw_in1k22444.54055.46060.22339.77721.980.900bicubic-50.140-38.877+51
741regnety_064.ra3_in1k22444.52355.47758.47341.52730.581.000bicubic-50.977-40.897-194
742swinv2_tiny_window16_256.ms_in1k25644.50355.49759.46740.53328.350.900bicubic-50.867-39.833-153
743resnetv2_101.a1h_in1k28844.49755.50358.62741.37344.541.000bicubic-51.133-40.673-231
744gmlp_s16_224.ra3_in1k22444.49055.51058.61741.38319.420.875bicubic-49.040-40.153+339
745inception_resnet_v2.tf_ens_adv_in1k29944.48755.51358.17041.83055.840.897bicubic-49.643-40.610+201
746tiny_vit_5m_224.dist_in22k_ft_in1k22444.47055.53060.91039.0905.390.950bicubic-50.160-38.140+53
747resnetrs101.tf_in1k19244.44055.56059.39740.60363.620.940bicubic-49.960-39.663+118
748ecaresnet101d_pruned.miil_in1k22444.43355.56760.05739.94324.880.950bicubic-50.097-39.073+84
749mobilenetv4_hybrid_medium.ix_e550_r256_in1k32044.43055.57060.27339.72711.071.000bicubic-50.800-38.947-121
750repvit_m1_0.dist_300e_in1k22444.41755.58361.43038.5707.300.950bicubic-49.353-37.490+270
751regnety_160.tv2_in1k22444.38755.61359.14740.85383.590.965bicubic-50.773-40.103-100
752repvit_m1_0.dist_450e_in1k22444.36055.64061.45038.5507.300.950bicubic-49.920-37.540+150
753tresnet_l.miil_in1k22444.35355.64759.95040.05055.990.875bilinear-50.507-39.080-8
754maxxvitv2_nano_rw_256.sw_in1k25644.33755.66358.72341.27723.700.950bicubic-51.103-40.667-191
755resnext101_32x4d.gluon_in1k22444.33055.67059.11040.89044.180.875bicubic-49.790-39.920+194
756gcvit_xtiny.in1k22444.25055.75060.02739.97319.980.875bicubic-50.820-39.163-72
757convnextv2_pico.fcmae_ft_in1k22444.24055.76060.54739.4539.070.950bicubic-49.720-38.363+221
758poolformer_m48.sail_in1k22444.19055.81059.15340.84773.470.950bicubic-50.920-40.067-85
759regnety_080_tv.tv2_in1k22444.15755.84358.83041.17039.380.965bicubic-51.153-40.390-153
760vit_srelpos_small_patch16_224.sw_in1k22444.13355.86759.68040.32021.970.900bicubic-50.447-39.460+55
761crossvit_15_240.in1k24044.12755.87359.15340.84727.530.875bicubic-50.553-39.977+31
762regnetz_c16_evos.ch_in1k32044.12055.88061.01338.98713.490.950bicubic-51.540-38.387-255
763resnet152s.gluon_in1k22444.11755.88358.76041.24060.320.875bicubic-50.633-40.190+1
764fastvit_sa12.apple_dist_in1k25644.11355.88759.06740.93311.580.900bicubic-50.587-39.673+18
765resnetv2_101x1_bit.goog_in21k_ft_in1k44844.09755.90362.03337.96744.541.000bilinear-51.233-37.117-169
766maxvit_rmlp_nano_rw_256.sw_in1k25644.09355.90758.16041.84015.500.950bicubic-51.337-41.270-200
767pit_b_224.in1k22444.08355.91758.00741.99373.760.900bicubic-50.727-40.813-12
768seresnext50_32x4d.racm_in1k22444.08055.92059.92740.07327.560.950bicubic-50.630-39.313+11
769convnextv2_nano.fcmae_ft_in1k28844.07355.92760.19039.81015.621.000bicubic-51.087-39.140-119
770inception_resnet_v2.tf_in1k29944.07055.93057.92342.07755.840.897bicubic-50.290-40.867+109
771hgnet_small.paddle_in1k22444.06755.93360.70339.29724.361.000bicubic-50.653-38.377+1
772resnet152.tv2_in1k17644.00056.00057.47042.53060.190.965bilinear-49.650-41.430+278
773pnasnet5large.tf_in1k33143.98756.01356.77043.23086.060.911bicubic-51.393-42.360-185
774cs3sedarknet_x.c2ns_in1k25643.94356.05759.19340.80735.401.000bicubic-51.187-39.977-112
775poolformer_m36.sail_in1k22443.94056.06059.09340.90756.170.950bicubic-51.120-40.067-85
776vit_wee_patch16_reg1_gap_256.sbb_in1k25643.91356.08759.37340.62713.420.950bicubic-50.547-39.717+71
777resnet50.fb_ssl_yfcc100m_ft_in1k22443.90356.09761.92338.07725.560.875bilinear-50.427-37.217+111
778pit_s_224.in1k22443.89356.10758.66041.34023.460.900bicubic-50.717-40.390+28
779resnext101_64x4d.gluon_in1k22443.89056.11058.71341.28783.460.875bicubic-50.460-40.247+105
780tf_efficientnetv2_s.in1k38443.87356.12758.72741.27321.461.000bicubic-51.887-40.613-305
781coatnext_nano_rw_224.sw_in1k22443.84756.15358.58341.41714.700.900bicubic-51.013-40.627-38
782resnetaa50d.sw_in12k_ft_in1k22443.84356.15759.78040.22025.581.000bicubic-50.977-39.490-30
783vit_pwee_patch16_reg1_gap_256.sbb_in1k25643.83356.16758.82341.17715.250.950bicubic-50.547-40.237+87
784wide_resnet50_2.tv2_in1k22443.81356.18759.63740.36368.880.965bilinear-51.007-39.693-31
785cait_xxs36_224.fb_dist_in1k22443.80356.19758.79041.21017.301.000bicubic-50.137-39.910+199
786coat_lite_small.in1k22443.80356.19757.02042.98019.840.900bicubic-51.297-42.220-109
787regnety_040.ra3_in1k22443.78056.22058.00741.99320.651.000bicubic-51.220-41.143-87
788tnt_s_patch16_22422443.77356.22759.21340.78723.760.900bicubic-50.797-39.437+31
789regnetv_040.ra3_in1k28843.75356.24758.52341.47720.641.000bicubic-51.977-40.647-304
790pit_xs_distilled_224.in1k22443.74756.25360.63039.37011.000.900bicubic-49.563-38.150+341
791convnext_nano.d1h_in1k22443.73056.27058.69041.31015.591.000bicubic-50.590-40.350+99
792mobilevitv2_200.cvnets_in22k_ft_in1k25643.72056.28059.47040.53018.450.888bicubic-51.380-39.580-116
793cspresnext50.ra_in1k25643.71356.28760.24339.75720.570.887bilinear-50.537-38.697+121
794edgenext_small.usi_in1k32043.69056.31059.93340.0675.591.000bicubic-51.160-39.347-48
795tf_efficientnet_b5.in1k45643.65356.34760.18739.81330.390.934bicubic-52.197-39.223-351
796swinv2_cr_small_224.sw_in1k22443.65056.35057.51342.48749.700.900bicubic-51.770-41.767-224
797gcresnet50t.ra2_in1k25643.63056.37059.47740.52325.901.000bicubic-50.950-39.413+20
798rexnet_150.nav_in1k22443.61756.38360.85039.1509.730.875bicubic-50.673-38.240+103
799swin_s3_tiny_224.ms_in1k22443.58756.41359.35340.64728.330.900bicubic-51.373-39.807-86
800resnet101.tv2_in1k17643.58356.41757.81342.18744.550.965bilinear-50.067-40.787+249
801xcit_tiny_12_p8_224.fb_dist_in1k22443.55356.44758.43741.5636.711.000bicubic-51.167-40.743-28
802efficientformer_l1.snap_dist_in1k22443.53356.46759.93040.07012.290.950bicubic-50.457-39.010+172
803crossvit_small_240.in1k24043.53356.46758.98041.02026.860.875bicubic-51.057-40.140+8
804maxvit_nano_rw_256.sw_in1k25643.52356.47757.50042.50015.450.950bicubic-51.957-41.810-250
805tf_efficientnet_b4.in1k38043.48756.51359.59040.41019.340.922bicubic-51.993-39.540-252
806wide_resnet50_2.racm_in1k28843.48356.51759.03340.96768.880.950bicubic-51.647-40.227-145
807cs3sedarknet_x.c2ns_in1k28843.48356.51758.79741.20335.401.000bicubic-51.937-40.503-240
808regnety_016.tv2_in1k22443.47756.52359.60340.39711.200.965bicubic-50.963-39.417+51
809resnet101d.gluon_in1k22443.44356.55758.64341.35744.570.875bicubic-50.737-40.327+124
810efficientvit_b1.r288_in1k28843.43756.56357.84742.1539.101.000bicubic-50.773-41.213+115
811resnet101s.gluon_in1k22443.41756.58358.70341.29744.670.875bicubic-50.783-40.337+118
812ecaresnet50t.ra2_in1k32043.40756.59359.30740.69325.570.950bicubic-51.703-39.803-143
813resnet152.a1_in1k22443.40056.60056.46343.53760.191.000bicubic-51.190-42.577+1
814mobilenet_edgetpu_v2_m22443.38756.61358.58741.4138.460.950bicubic-50.663-40.433+150
815nf_resnet50.ra2_in1k25643.35356.64760.57039.43025.560.940bicubic-50.787-38.380+127
816coatnet_rmlp_nano_rw_224.sw_in1k22443.34756.65358.64741.35315.150.900bicubic-51.713-40.593-128
817cspdarknet53.ra_in1k25643.32056.68059.48040.52027.640.887bilinear-50.840-39.510+121
818eca_nfnet_l0.ra2_in1k28843.30356.69759.90340.09724.141.000bicubic-52.137-39.307-256
819convmixer_768_32.in1k22443.26056.74059.36340.63721.110.960bicubic-51.150-39.747+44
820ecaresnet101d_pruned.miil_in1k28843.24056.76058.98341.01724.880.950bicubic-51.820-40.197-134
821xcit_tiny_24_p8_224.fb_in1k22443.23356.76757.29742.70312.111.000bicubic-51.647-41.893-83
822xcit_tiny_12_p8_384.fb_dist_in1k38443.22756.77358.14041.8606.711.000bicubic-52.223-41.050-262
823poolformerv2_s24.sail_in1k22443.21756.78360.45739.54321.341.000bicubic-51.233-38.553+29
824resnet50d.ra2_in1k22443.21756.78359.24040.76025.580.950bicubic-50.833-39.670+140
825visformer_small.in1k22443.21056.79057.98042.02040.220.900bicubic-51.760-41.230-114
826repvit_m0_9.dist_300e_in1k22443.20756.79360.44739.5535.490.950bicubic-50.243-38.383+277
827fbnetv3_d.ra2_in1k22443.18056.82059.54040.46010.310.950bilinear-50.050-39.000+313
828vit_small_patch32_384.augreg_in21k_ft_in1k38443.16756.83359.32340.67722.921.000bicubic-51.403-39.867-6
829tf_efficientnetv2_b3.in1k24043.16756.83358.91341.08714.360.904bicubic-51.073-40.027+91
830regnetx_160.tv2_in1k22443.15756.84357.46342.53754.280.965bicubic-52.093-41.787-208
831cspresnet50.ra_in1k25643.14756.85359.21740.78321.620.887bilinear-50.723-39.643+161
832vit_relpos_base_patch32_plus_rpn_256.sw_in1k25643.14756.85358.43341.567119.420.900bicubic-50.063-40.037+311
833regnetx_080.tv2_in1k22443.14756.85357.98342.01739.570.965bicubic-51.603-41.197-68
834regnety_064.ra3_in1k28843.14356.85757.30042.70030.581.000bicubic-52.677-42.100-376
835repvit_m0_9.dist_450e_in1k22443.13356.86760.44339.5575.490.950bicubic-50.337-38.517+264
836resnest26d.gluon_in1k22443.13056.87060.59039.41017.070.875bilinear-50.150-38.280+299
837cs3darknet_x.c2ns_in1k25643.12356.87758.50041.50035.051.000bicubic-51.857-40.660-133
838twins_pcpvt_small.in1k22443.11056.89058.93041.07024.110.900bicubic-51.500-39.840-34
839resnet50.b1k_in1k22443.09756.90359.01340.98725.561.000bicubic-50.373-39.867+261
840coatnet_nano_rw_224.sw_in1k22443.07056.93057.87742.12315.140.900bicubic-51.960-41.103-148
841ecaresnet50d.miil_in1k28843.06756.93359.48040.52025.580.950bicubic-51.603-39.770-48
842convnext_nano_ols.d1h_in1k22443.02756.97357.93342.06715.651.000bicubic-51.123-41.007+98
843resmlp_36_224.fb_in1k22443.01056.99059.41340.58744.690.875bicubic-50.660-39.507+201
844resnet152.gluon_in1k22442.97357.02757.74042.26060.190.875bicubic-51.067-40.990+121
845seresnet50.ra2_in1k22442.93357.06758.92741.07328.090.950bicubic-51.407-40.203+41
846twins_svt_small.in1k22442.93357.06758.43041.57024.060.900bicubic-51.837-40.650-85
847fastvit_sa12.apple_in1k25642.92357.07758.87341.12711.580.900bicubic-51.537-40.167+2
848fbnetv3_d.ra2_in1k25642.90757.09359.65040.35010.310.950bilinear-50.913-39.250+156
849tf_efficientnet_b1.ap_in1k24042.88757.11358.90741.0937.790.882bicubic-50.753-39.843+203
850resnet50.tv2_in1k17642.88757.11358.61741.38325.560.965bilinear-50.733-40.343+210
851dpn131.mx_in1k22442.88357.11757.16742.83379.250.875bicubic-50.907-41.743+163
852tf_efficientnet_lite4.in1k38042.87757.12357.72342.27713.010.920bilinear-52.013-41.367-121
853mobilenet_edgetpu_v2_m25642.86357.13758.03041.9708.460.950bicubic-51.697-40.950-28
854resnet152c.gluon_in1k22442.85057.15057.79342.20760.210.875bicubic-51.040-41.107+137
855resnet50.tv2_in1k22442.84057.16058.54341.45725.560.965bilinear-51.750-40.167-43
856coatnet_0_rw_224.sw_in1k22442.80757.19356.29743.70327.440.950bicubic-52.123-42.723-134
857tresnet_l.miil_in1k_44844842.80357.19758.94341.05755.990.875bilinear-52.607-40.457-283
858gcresnet50t.ra2_in1k28842.79057.21059.07740.92325.901.000bicubic-51.980-40.033-100
859levit_256.fb_dist_in1k22442.78757.21357.91342.08718.890.900bicubic-51.633-41.147+1
860levit_conv_256.fb_dist_in1k22442.78357.21757.91342.08718.890.900bicubic-51.637-41.137+1
861mobilevitv2_200.cvnets_in22k_ft_in1k_38438442.77757.22358.86041.14018.451.000bicubic-52.643-40.390-293
862cs3darknet_x.c2ns_in1k28842.76357.23758.14041.86035.051.000bicubic-52.507-40.830-248
863dpn107.mx_in1k22442.76357.23757.28042.72086.920.875bicubic-51.247-41.540+109
864resnext50_32x4d.tv2_in1k22442.75357.24757.56342.43725.030.965bilinear-51.737-41.427-22
865resnetv2_50d_gn.ah_in1k22442.75057.25057.87342.12725.571.000bicubic-51.700-41.107-9
866seresnext50_32x4d.gluon_in1k22442.70057.30058.65741.34327.560.875bicubic-51.470-40.353+69
867resnet152.a3_in1k16042.70057.30056.95743.04360.190.950bicubic-50.670-41.623+258
868tresnet_m.miil_in1k22442.69357.30758.19341.80731.390.875bilinear-51.407-40.837+83
869ecaresnet50d_pruned.miil_in1k22442.64757.35359.06740.93319.940.950bicubic-51.183-39.873+134
870regnety_040.ra3_in1k28842.61057.39057.05042.95020.651.000bicubic-52.850-42.360-312
871resnext101_32x8d.tv_in1k22442.60057.40058.37041.63088.790.875bilinear-51.180-40.580+145
872convnext_nano.d1h_in1k28842.58057.42057.53742.46315.591.000bicubic-52.310-41.573-142
873xcit_tiny_12_p16_384.fb_dist_in1k38442.57357.42758.06041.9406.721.000bicubic-51.987-40.810-49
874resnetaa50d.sw_in12k_ft_in1k28842.56057.44058.42741.57325.581.000bicubic-52.710-40.963-261
875fastvit_s12.apple_dist_in1k25642.54757.45358.16041.8409.470.900bicubic-51.733-40.870+28
876resnetv2_50d_evos.ah_in1k22442.54757.45357.36042.64025.591.000bicubic-51.763-41.570+19
877efficientvit_b1.r256_in1k25642.52757.47357.48742.5139.101.000bicubic-51.133-41.273+169
878nf_resnet50.ra2_in1k28842.48057.52059.60740.39325.560.940bicubic-51.900-39.433-10
879resnet50.b2k_in1k22442.47357.52758.20341.79725.561.000bicubic-51.227-40.547+159
880seresnext50_32x4d.racm_in1k28842.46757.53358.12741.87327.560.950bicubic-52.543-41.013-183
881resnetrs101.tf_in1k28842.46057.54057.29042.71063.620.940bicubic-52.770-41.920-250
882mobilevitv2_175.cvnets_in22k_ft_in1k25642.45757.54358.27741.72314.250.888bicubic-52.313-40.823-123
883dpn68b.ra_in1k22442.45757.54356.81043.19012.611.000bicubic-50.713-41.870+266
884edgenext_small_rw.sw_in1k25642.38357.61759.11740.8837.831.000bicubic-51.437-39.783+121
885poolformer_s36.sail_in1k22442.38357.61758.80341.19730.860.900bicubic-52.247-40.257-84
886repvit_m1.dist_in1k22442.37057.63059.64040.3605.490.950bicubic-50.970-39.130+243
887mobileone_s4.apple_in1k22442.37057.63058.05341.94714.950.900bilinear-51.370-40.757+143
888resnet50.ram_in1k22442.35357.64756.26743.73325.560.950bicubic-51.037-42.373+233
889nest_tiny_jx.goog_in1k22442.34757.65357.04042.96017.060.875bicubic-52.593-42.160-170
890tf_efficientnetv2_b3.in1k30042.33057.67058.01341.98714.360.904bicubic-52.810-41.227-234
891legacy_senet154.in1k22442.32757.67356.68343.317115.090.875bilinear-52.413-42.237-124
892mobileone_s3.apple_in1k22442.30057.70059.32740.67310.170.900bilinear-50.700-39.283+277
893resnet101.a1_in1k22442.29757.70355.64744.35344.551.000bicubic-52.013-43.273+4
894hgnet_small.paddle_in1k28842.28757.71358.70741.29324.361.000bicubic-52.803-40.503-216
895xcit_tiny_24_p16_224.fb_in1k22442.28357.71756.79343.20712.121.000bicubic-51.567-41.957+105
896tf_efficientnet_cc_b1_8e.in1k24042.28057.72058.53041.47039.720.882bicubic-51.310-40.180+174
897deit_small_patch16_224.fb_in1k22442.26757.73358.03741.96322.050.900bicubic-51.723-41.023+79
898convmixer_1024_20_ks9_p14.in1k22442.26057.74059.68740.31324.380.960bicubic-50.070-38.743+356
899resnet152.a1_in1k28842.24057.76055.46044.54060.191.000bicubic-52.900-43.550-240
900tf_efficientnet_b2.aa_in1k26042.22757.77358.21341.7879.110.890bicubic-51.983-40.717+24
901dpn98.mx_in1k22442.17057.83056.67743.32361.570.875bicubic-51.790-42.333+79
902cait_xxs24_384.fb_dist_in1k38442.16057.84057.50342.49712.031.000bicubic-52.780-41.597-184
903resnext50_32x4d.ra_in1k22442.15357.84757.60042.40025.030.950bicubic-51.557-41.180+132
904hgnet_tiny.paddle_in1k22442.15057.85058.93041.07014.741.000bicubic-51.680-40.020+98
905resnext50_32x4d.gluon_in1k22442.14057.86057.69342.30725.030.875bicubic-51.560-41.027+135
906resnext50_32x4d.a1h_in1k22442.09757.90356.62743.37325.031.000bicubic-52.323-42.143-44
907xception41p.ra3_in1k29942.07757.92356.87043.13026.910.940bicubic-52.993-42.320-222
908convnext_nano_ols.d1h_in1k28842.03757.96356.86343.13715.651.000bicubic-52.553-42.207-95
909resnet152.a2_in1k22442.01757.98355.73044.27060.191.000bicubic-52.593-43.200-101
910resnet50.b1k_in1k28841.98758.01358.20341.79725.561.000bicubic-52.503-40.857-67
911resnet50.b2k_in1k28841.98058.02057.68042.32025.561.000bicubic-52.320-41.520-11
912pvt_v2_b1.in1k22441.96358.03759.58340.41714.010.900bicubic-51.547-39.377+175
913resnext50_32x4d.tv2_in1k17641.96358.03756.66743.33325.030.965bilinear-51.437-42.033+207
914efficientnet_b2.ra_in1k28841.94758.05358.30041.7009.111.000bicubic-52.423-40.560-40
915gcresnext50ts.ch_in1k25641.94358.05757.79342.20715.671.000bicubic-52.277-41.067+7
916efficientnet_b2.ra_in1k25641.93358.06758.31341.6879.111.000bicubic-51.807-40.627+113
917resnet50.ra_in1k22441.92758.07357.93042.07025.560.950bicubic-51.503-40.800+193
918tf_efficientnet_b3.in1k30041.91758.08358.15041.85012.230.904bicubic-52.353-40.740-13
919mobilevitv2_150.cvnets_in22k_ft_in1k25641.88358.11757.89742.10310.590.888bicubic-52.857-41.183-150
920cs3sedarknet_l.c2ns_in1k25641.87358.12757.76742.23321.910.950bicubic-53.257-41.423-254
921xcit_tiny_12_p16_224.fb_dist_in1k22441.84358.15757.30342.6976.721.000bicubic-51.497-41.367+205
922fastvit_t12.apple_dist_in1k25641.82758.17357.60042.4007.550.900bicubic-52.273-41.230+28
923efficientformerv2_s1.snap_dist_in1k22441.81358.18757.97342.0276.190.950bicubic-51.807-40.747+136
924resnet50d.ra2_in1k28841.79758.20358.13741.86325.580.950bicubic-53.043-41.143-174
925gcvit_xxtiny.in1k22441.76358.23758.33741.66312.000.875bicubic-52.307-40.583+29
926poolformer_s24.sail_in1k22441.76058.24058.52041.48021.390.900bicubic-52.620-40.660-57
927resnetblur50.bt_in1k22441.74758.25357.57342.42725.560.950bicubic-51.883-41.337+129
928resnext50_32x4d.a1h_in1k28841.71058.29056.38043.62025.031.000bicubic-53.290-42.810-229
929edgenext_small_rw.sw_in1k32041.69358.30758.52041.4807.831.000bicubic-52.677-40.530-54
930cs3darknet_l.c2ns_in1k25641.69058.31057.60342.39721.160.950bicubic-52.700-41.517-64
931senet154.gluon_in1k22441.68758.31356.51043.490115.090.875bicubic-53.003-42.460-144
932mobilevitv2_150.cvnets_in22k_ft_in1k_38438441.68358.31757.80742.19310.591.000bicubic-53.657-41.323-337
933dla102x2.in1k22441.67758.32358.02741.97341.280.875bilinear-52.353-40.983+35
934mobilevitv2_175.cvnets_in22k_ft_in1k_38438441.66758.33358.00741.99314.251.000bicubic-53.593-41.013-318
935inception_v4.tf_in1k29941.66358.33755.37044.63042.680.875bicubic-52.707-43.690-58
936gcresnext50ts.ch_in1k28841.65758.34357.34042.66015.671.000bicubic-52.853-41.620-101
937efficientvit_b1.r224_in1k22441.63758.36356.62743.3739.100.950bicubic-51.683-41.993+193
938hrnet_w64.ms_in1k22441.62358.37757.19342.807128.060.875bilinear-52.217-41.727+63
939seresnet50.ra2_in1k28841.60358.39757.95342.04728.090.950bicubic-53.167-41.027-182
940resnetaa50.a1h_in1k22441.60058.40056.60343.39725.561.000bicubic-52.640-42.257-21
941resnet50.c1_in1k22441.58358.41756.81343.18725.561.000bicubic-52.287-41.947+51
942haloregnetz_b.ra3_in1k22441.56358.43757.06342.93711.680.940bicubic-52.947-41.937-106
943cs3sedarknet_l.c2ns_in1k28841.56058.44057.40342.59721.910.950bicubic-53.550-41.887-273
944tf_efficientnet_cc_b0_8e.in1k22441.53358.46757.43042.57024.010.875bicubic-51.337-41.030+254
945tf_efficientnetv2_b2.in1k20841.53058.47057.37342.62710.100.890bicubic-52.080-41.437+118
946efficientnet_el.ra_in1k30041.50358.49758.34041.66010.590.904bicubic-53.177-40.770-157
947convnextv2_pico.fcmae_ft_in1k28841.50358.49758.05041.9509.070.950bicubic-53.067-41.090-126
948nf_regnet_b1.ra2_in1k25641.49758.50358.86741.13310.220.900bicubic-51.943-39.983+159
949efficientnet_em.ra2_in1k24041.49058.51058.86341.1376.900.882bicubic-52.270-40.047+73
950regnetz_b16.ra3_in1k22441.48758.51357.34742.6539.721.000bicubic-52.573-41.643+9
951resnet50.a1h_in1k22441.46358.53756.79343.20725.561.000bicubic-52.747-42.137-25
952resnet101.a2_in1k22441.45058.55055.35744.64344.551.000bicubic-52.920-43.683-76
953halo2botnet50ts_256.a1h_in1k25641.44358.55756.26743.73322.640.950bicubic-53.577-43.013-257
954resnetv2_50.a1h_in1k22441.44058.56056.87043.13025.551.000bicubic-52.880-41.920-63
955cait_xxs24_224.fb_dist_in1k22441.43758.56357.52342.47711.961.000bicubic-52.063-41.307+134
956swinv2_cr_tiny_ns_224.sw_in1k22441.41358.58757.13342.86728.330.900bicubic-53.367-41.997-200
957swin_tiny_patch4_window7_224.ms_in1k22441.39758.60357.33342.66728.290.900bicubic-53.293-41.807-172
958ese_vovnet39b.ra_in1k22441.39058.61057.35742.64324.570.950bicubic-52.640-41.663+9
959resnetv2_50d_evos.ah_in1k28841.39058.61056.56043.44025.591.000bicubic-53.490-42.640-222
960resnet50.a1h_in1k17641.38058.62056.61043.39025.561.000bicubic-52.070-42.090+144
961convnext_tiny.fb_in22k_ft_in1k28841.35358.64755.37744.62328.591.000bicubic-52.197-43.243+119
962resnet152.tv_in1k22441.34058.66057.59342.40760.190.875bilinear-51.930-41.117+174
963xception71.tf_in1k29941.33358.66756.00743.99342.340.903bicubic-52.577-42.773+24
964resnet50.ram_in1k28841.33058.67055.07344.92725.560.950bicubic-52.670-43.827+10
965gernet_s.idstcv_in1k22441.31358.68758.89041.1108.170.875bilinear-51.137-39.520+278
966cs3darknet_l.c2ns_in1k28841.31358.68757.39042.61021.160.950bicubic-53.387-41.830-185
967cs3darknet_focus_l.c2ns_in1k25641.30058.70057.05742.94321.150.950bicubic-53.180-41.903-123
968swinv2_tiny_window8_256.ms_in1k25641.28058.72056.96043.04028.350.900bicubic-53.780-42.140-281
969resnet101.a1_in1k28841.27358.72754.25345.74744.551.000bicubic-53.617-44.777-233
970dpn68b.ra_in1k28841.25358.74755.04344.95712.611.000bicubic-52.507-43.907+55
971inception_v3.tf_adv_in1k29941.24058.76056.33743.66323.830.875bicubic-51.730-42.213+205
972dpn92.mx_in1k22441.20758.79356.21043.79037.670.875bicubic-52.943-42.640-33
973resnet101.a3_in1k16041.15058.85055.95744.04344.550.950bicubic-51.730-42.563+224
974resnet34d.ra2_in1k22441.11758.88356.98343.01721.820.950bicubic-51.403-41.657+263
975resnetv2_50d_gn.ah_in1k28841.11358.88756.55743.44325.571.000bicubic-54.127-42.703-348
976resnet50.c1_in1k28841.09058.91056.53343.46725.561.000bicubic-53.420-42.537-142
977resnet50d.gluon_in1k22441.04058.96057.17042.83025.580.875bicubic-52.530-41.500+99
978nf_regnet_b1.ra2_in1k28841.03358.96758.19041.81010.220.900bicubic-52.877-40.750+10
979ecaresnet50d_pruned.miil_in1k28840.99359.00757.73342.26719.940.950bicubic-53.307-41.457-81
980resnetv2_50.a1h_in1k28840.97359.02756.46343.53725.551.000bicubic-53.737-42.597-202
981convnext_pico.d1_in1k22440.97059.03056.74343.2579.050.950bicubic-52.520-42.197+111
982resnet50.c2_in1k22440.92759.07355.72344.27725.561.000bicubic-52.863-43.137+31
983fbnetv3_b.ra2_in1k22440.92359.07758.73741.2638.600.950bilinear-51.997-39.863+204
984fbnetv3_b.ra2_in1k25640.92059.08058.65041.3508.600.950bilinear-52.730-39.990+64
985inception_v3.gluon_in1k29940.90059.10055.70044.30023.830.875bicubic-52.700-43.040+80
986tf_efficientnetv2_b1.in1k19240.88359.11756.73343.2678.140.882bicubic-52.347-42.027+154
987legacy_xception.tf_in1k29940.88359.11756.56743.43322.860.897bicubic-52.777-42.483+61
988convnext_pico_ols.d1_in1k22440.88059.12056.83043.1709.061.000bicubic-52.720-42.030+78
989resnet152.a3_in1k22440.87059.13055.03344.96760.190.950bicubic-53.590-44.037-137
990cs3darknet_focus_l.c2ns_in1k28840.86059.14056.66743.33321.150.950bicubic-53.950-42.513-236
991regnety_320.pycls_in1k22440.84359.15756.17043.830145.050.875bicubic-53.677-43.000-158
992maxvit_rmlp_pico_rw_256.sw_in1k25640.83759.16355.27744.7237.520.950bicubic-53.423-43.763-79
993levit_192.fb_dist_in1k22440.80759.19356.63343.36710.950.900bicubic-52.903-42.147+43
994regnetx_032.tv2_in1k22440.80359.19756.71343.28715.300.965bicubic-53.737-42.177-163
995resnet152.a2_in1k28840.80059.20054.30045.70060.191.000bicubic-54.200-44.760-293
996resnet50_gn.a1h_in1k22440.79759.20355.82344.17725.560.950bicubic-53.203-43.057-23
997levit_conv_192.fb_dist_in1k22440.79059.21056.64043.36010.950.900bicubic-52.920-42.190+40
998tiny_vit_5m_224.in1k22440.78759.21357.25742.7435.390.950bicubic-53.013-41.653+10
999resnet101.gluon_in1k22440.78759.21356.23043.77044.550.875bicubic-53.033-42.480+7
1000resnext50d_32x4d.bt_in1k22440.78759.21355.97344.02725.050.950bicubic-53.073-42.887-2
1001eca_resnet33ts.ra2_in1k25640.78059.22057.63342.36719.681.000bicubic-53.070-41.297-2
1002halonet50ts.a1h_in1k25640.77059.23055.38044.62022.730.940bicubic-53.940-43.760-222
1003ecaresnet50t.a1_in1k22440.75359.24755.16344.83725.571.000bicubic-53.567-43.677-111
1004eva02_tiny_patch14_336.mim_in22k_ft_in1k33640.73359.26756.20043.8005.761.000bicubic-53.727-42.680-156
1005hrnet_w40.ms_in1k22440.70059.30056.85743.14357.560.875bilinear-53.060-41.973+19
1006repvgg_b1.rvgg_in1k22440.69359.30757.80342.19757.420.875bilinear-52.727-40.967+106
1007skresnext50_32x4d.ra_in1k22440.69059.31056.00044.00027.480.875bicubic-53.290-42.820-30
1008vit_base_patch32_384.augreg_in1k38440.69059.31055.23744.76388.301.000bicubic-52.490-43.383+139
1009resnet50.d_in1k22440.68359.31755.34744.65325.561.000bicubic-52.897-43.503+64
1010resmlp_24_224.fb_in1k22440.67759.32356.61743.38330.020.875bicubic-52.753-42.203+99
1011resnetaa50.a1h_in1k28840.66359.33756.15743.84325.561.000bicubic-54.197-42.983-267
1012lamhalobotnet50ts_256.a1h_in1k25640.65059.35056.10343.89722.570.950bicubic-54.120-43.027-251
1013tf_efficientnet_lite3.in1k30040.64759.35356.74343.2578.200.904bilinear-53.523-42.117-78
1014ese_vovnet39b.ra_in1k28840.63759.36356.69043.31024.570.950bicubic-53.863-42.400-176
1015resnet50.am_in1k22440.59359.40757.33342.66725.560.875bicubic-53.037-41.627+42
1016resnext50_32x4d.ra_in1k28840.58059.42056.19043.81025.030.950bicubic-53.730-42.980-122
1017mobilevitv2_175.cvnets_in1k25640.57059.43056.23043.77014.250.888bicubic-53.700-42.590-110
1018dla169.in1k22440.54759.45357.38742.61353.390.875bilinear-53.233-41.4730
1019repvgg_b2.rvgg_in1k22440.53359.46757.78742.21389.020.875bilinear-53.037-41.073+55
1020regnetx_320.pycls_in1k22440.53359.46755.66044.340107.810.875bicubic-53.677-43.180-97
1021xcit_tiny_12_p8_224.fb_in1k22440.52759.47355.56044.4406.711.000bicubic-53.823-43.490-139
1022resnext50_32x4d.a1_in1k22440.52759.47354.47745.52325.031.000bicubic-53.253-44.413-3
1023pit_xs_224.in1k22440.52359.47756.52343.47710.620.900bicubic-52.377-41.797+167
1024wide_resnet101_2.tv_in1k22440.51759.48355.99744.003126.890.875bilinear-53.243-42.823-1
1025tresnet_m.miil_in1k_44844840.51359.48756.65043.35031.390.875bilinear-54.167-42.440-237
1026efficientnet_b2_pruned.in1k26040.46759.53356.63043.3708.310.890bicubic-53.333-42.210-16
1027resnet50.a1_in1k22440.46059.54054.75045.25025.561.000bicubic-53.230-43.720+15
1028regnetz_b16.ra3_in1k28840.44059.56056.05043.9509.721.000bicubic-54.240-43.090-238
1029darknetaa53.c2ns_in1k25640.42759.57355.90744.09336.021.000bilinear-53.353-43.063-12
1030vit_base_patch16_384.augreg_in1k38440.42059.58053.28046.72086.861.000bicubic-54.040-45.800-179
1031tf_efficientnet_b0.ap_in1k22440.39759.60356.83743.1635.290.875bicubic-52.223-41.873+195
1032eca_resnet33ts.ra2_in1k28840.39359.60757.34342.65719.681.000bicubic-53.867-41.667-122
1033skresnet34.ra_in1k22440.39059.61056.77743.22322.280.875bicubic-52.180-41.763+201
1034hgnet_tiny.paddle_in1k28840.36759.63356.51043.49014.741.000bicubic-53.943-42.530-141
1035regnetx_160.pycls_in1k22440.34359.65756.11043.89054.280.875bicubic-53.567-42.970-49
1036legacy_seresnext101_32x4d.in1k22440.33059.67054.86345.13748.960.875bilinear-53.920-44.107-121
1037coat_mini.in1k22440.32359.67755.15344.84710.340.900bicubic-54.427-43.897-271
1038resnet34d.ra2_in1k28840.31059.69056.16043.84021.820.950bicubic-53.330-42.620+15
1039xception65.tf_in1k29940.30359.69755.26344.73739.920.903bicubic-53.517-43.457-34
1040densenet201.tv_in1k22440.30059.70056.75743.24320.010.875bicubic-52.440-41.923+172
1041coat_lite_mini.in1k22440.30059.70055.65744.34311.010.900bicubic-53.220-43.143+45
1042sebotnet33ts_256.a1h_in1k25640.29359.70753.14746.85313.700.940bicubic-54.057-45.943-157
1043mobileone_s2.apple_in1k22440.28759.71357.99342.0077.880.900bilinear-52.343-40.687+179
1044efficientnet_el_pruned.in1k30040.28359.71756.72743.27310.590.904bicubic-53.787-42.203-88
1045seresnet33ts.ra2_in1k25640.26059.74056.98743.01319.781.000bicubic-53.830-41.833-93
1046resnet101.a2_in1k28840.25359.74754.23745.76344.551.000bicubic-54.637-44.993-313
1047resnet50.ra_in1k28840.24759.75356.27043.73025.560.950bicubic-53.923-42.650-110
1048resnet50.c2_in1k28840.19359.80755.24044.76025.561.000bicubic-54.067-43.760-137
1049seresnet50.a1_in1k22440.18059.82055.22044.78028.091.000bicubic-53.570-43.520-22
1050hrnet_w48.ms_in1k22440.16359.83756.60343.39777.470.875bilinear-53.887-42.347-89
1051poolformerv2_s12.sail_in1k22440.15059.85057.46342.53711.891.000bicubic-52.740-41.187+143
1052densenetblur121d.ra_in1k22440.14359.85757.22742.7738.000.950bicubic-52.307-41.283+191
1053resnetblur50.bt_in1k28840.14359.85756.23043.77025.560.950bicubic-54.027-42.710-118
1054darknetaa53.c2ns_in1k28840.13759.86355.77744.22336.021.000bilinear-54.113-43.263-138
1055mobilevitv2_200.cvnets_in1k25640.13759.86355.58344.41718.450.888bicubic-54.423-43.427-228
1056efficientnet_b0.ra4_e3600_r224_in1k25640.11759.88356.13343.8675.291.000bicubic-53.383-42.537+32
1057vit_base_patch16_224.sam_in1k22440.11359.88755.54344.45786.570.900bicubic-53.777-43.257-67
1058hrnet_w30.ms_in1k22440.10759.89357.13042.87037.710.875bilinear-53.293-41.700+59
1059resnet50d.a1_in1k22440.10359.89754.25745.74325.581.000bicubic-53.847-44.613-76
1060fastvit_t12.apple_in1k25640.08359.91755.25044.7507.550.900bicubic-53.417-43.520+31
1061legacy_seresnet152.in1k22440.07359.92755.88744.11366.820.875bilinear-53.367-42.873+45
1062efficientnet_b0.ra4_e3600_r224_in1k22440.07059.93056.25743.7435.291.000bicubic-52.720-42.313+142
1063tf_efficientnet_b1.aa_in1k24040.04059.96056.17043.8307.790.882bicubic-53.680-42.630-29
1064resnet50_gn.a1h_in1k28840.03759.96354.96745.03325.560.950bicubic-54.583-44.183-261
1065gcresnet33ts.ra2_in1k25640.00060.00056.30743.69319.881.000bicubic-53.800-42.633-54
1066resnet50.d_in1k28839.98760.01354.68345.31725.561.000bicubic-54.483-44.307-220
1067resnet101c.gluon_in1k22439.98360.01755.23344.76744.570.875bicubic-53.747-43.527-35
1068regnetx_080.pycls_in1k22439.97760.02356.04343.95739.570.875bicubic-53.813-42.787-56
1069darknet53.c2ns_in1k25639.96760.03355.96344.03741.611.000bicubic-54.253-43.037-148
1070seresnet33ts.ra2_in1k28839.92760.07356.34343.65719.781.000bicubic-54.333-42.697-158
1071fastvit_s12.apple_in1k25639.92760.07354.84345.1579.470.900bicubic-53.773-43.827-32
1072resnet34.a1_in1k22439.92360.07754.36745.63321.801.000bicubic-51.897-44.063+218
1073resmlp_12_224.fb_distilled_in1k22439.88360.11757.42342.57715.350.875bicubic-52.997-41.237+122
1074convnext_pico_ols.d1_in1k28839.83760.16355.58044.4209.061.000bicubic-54.223-43.350-114
1075res2net50_26w_8s.in1k22439.79760.20354.89745.10348.400.875bilinear-53.613-43.793+40
1076ecaresnet50t.a3_in1k16039.79360.20755.55344.44725.570.950bicubic-52.807-43.047+151
1077tf_efficientnetv2_b0.in1k22439.78760.21356.31043.6907.140.875bicubic-53.273-42.390+79
1078tf_efficientnetv2_b0.in1k19239.78760.21356.25743.7437.140.875bicubic-52.473-42.113+188
1079convnextv2_femto.fcmae_ft_in1k22439.77360.22755.82344.1775.230.950bicubic-53.237-42.807+86
1080res2net101_26w_4s.in1k22439.76360.23754.58345.41745.210.875bilinear-53.767-44.037+4
1081darknet53.c2ns_in1k28839.74760.25355.36344.63741.611.000bicubic-54.623-43.727-209
1082vit_small_patch32_224.augreg_in21k_ft_in1k22439.74760.25355.29344.70722.880.900bicubic-52.443-43.187+188
1083regnetx_120.pycls_in1k22439.73760.26355.66344.33746.110.875bicubic-54.563-43.237-184
1084hrnet_w44.ms_in1k22439.68060.32055.32744.67367.060.875bilinear-53.950-43.523-30
1085xception41.tf_in1k29939.66360.33755.01044.99026.970.903bicubic-53.817-43.730+11
1086dla102x.in1k22439.65360.34756.49043.51026.310.875bilinear-53.917-42.580-11
1087lambda_resnet50ts.a1h_in1k25639.65060.35054.31345.68721.540.950bicubic-54.920-44.857-264
1088tf_efficientnetv2_b1.in1k24039.64060.36055.47044.5308.140.882bicubic-54.090-43.380-57
1089densenet161.tv_in1k22439.63760.36356.19043.81028.680.875bicubic-53.293-42.620+95
1090resmlp_big_24_224.fb_in1k22439.63760.36354.83045.170129.140.875bicubic-54.633-44.120-181
1091sehalonet33ts.ra2_in1k25639.62760.37353.99346.00713.690.940bicubic-54.883-44.787-254
1092resnet33ts.ra2_in1k25639.62060.38055.93344.06719.681.000bicubic-54.130-42.747-66
1093tf_efficientnet_b2.in1k26039.61060.39056.19343.8079.110.890bicubic-54.130-42.477-65
1094mixnet_xl.ra_in1k22439.56760.43355.84044.16011.900.875bicubic-54.683-43.110-176
1095hrnet_w32.ms_in1k22439.52760.47356.25743.74341.230.875bilinear-53.433-42.223+82
1096vit_small_patch16_384.augreg_in1k38439.52360.47754.20045.80022.201.000bicubic-55.147-44.950-302
1097xcit_tiny_12_p16_224.fb_in1k22439.48360.51755.02044.9806.721.000bicubic-53.057-43.630+139
1098levit_128.fb_dist_in1k22439.47060.53055.33744.6639.210.900bicubic-53.590-43.483+60
1099levit_conv_128.fb_dist_in1k22439.46060.54055.44044.5609.210.900bicubic-53.590-43.220+61
1100rexnet_130.nav_in1k22439.45360.54756.62043.3807.560.875bicubic-54.227-42.090-57
1101ecaresnet50t.a1_in1k28839.44360.55753.63046.37025.571.000bicubic-55.457-45.560-374
1102convnext_pico.d1_in1k28839.43060.57055.36344.6379.050.950bicubic-54.600-43.657-136
1103resnetv2_50x1_bit.goog_in21k_ft_in1k44839.40360.59757.88042.12025.551.000bilinear-55.347-41.170-341
1104resnext50_32x4d.a2_in1k22439.40060.60053.82746.17325.031.000bicubic-54.410-44.713-96
1105regnety_064.pycls_in1k22439.39760.60355.81744.18330.580.875bicubic-54.723-43.243-157
1106regnety_120.pycls_in1k22439.39760.60355.34744.65351.820.875bicubic-54.673-43.733-151
1107seresnet50.a2_in1k22439.36060.64053.89746.10328.091.000bicubic-54.260-44.863-46
1108tf_efficientnet_el.in1k30039.35760.64355.48744.51310.590.904bicubic-55.013-43.343-236
1109inception_v3.tf_in1k29939.35360.64754.38045.62023.830.875bicubic-53.857-43.940+34
1110ecaresnet50t.a2_in1k22439.34760.65354.43045.57025.571.000bicubic-54.803-44.450-169
1111resnet50.bt_in1k22439.34360.65755.98344.01725.560.950bicubic-53.647-42.747+58
1112gcresnet33ts.ra2_in1k28839.34360.65755.91744.08319.881.000bicubic-55.007-42.633-228
1113resnet32ts.ra2_in1k25639.29760.70356.27043.73017.961.000bicubic-54.063-42.350+12
1114resnet101.tv_in1k22439.29760.70355.85744.14344.550.875bilinear-53.593-42.673+78
1115regnety_160.pycls_in1k22439.29760.70355.39344.60783.590.875bicubic-54.833-43.457-170
1116repghostnet_200.in1k22439.28760.71356.49343.5079.800.875bicubic-54.253-42.097-35
1117resnet101.a3_in1k22439.28060.72053.70346.29744.550.950bicubic-54.590-45.137-123
1118resnext50_32x4d.a1_in1k28839.28060.72053.38046.62025.031.000bicubic-55.090-45.390-240
1119mobilevitv2_150.cvnets_in1k25639.27760.72355.17744.82310.590.888bicubic-54.793-43.843-161
1120resnet50s.gluon_in1k22439.26760.73355.09344.90725.680.875bicubic-54.313-43.557-49
1121densenet121.ra_in1k22439.25760.74356.76043.2407.980.950bicubic-52.453-41.700+176
1122tf_efficientnetv2_b2.in1k26039.19360.80754.62345.37710.100.890bicubic-54.877-44.387-165
1123densenet169.tv_in1k22439.19060.81055.85744.14314.150.875bicubic-53.150-42.713+130
1124resnext50d_32x4d.bt_in1k28839.15060.85054.40045.60025.050.950bicubic-55.290-44.640-266
1125legacy_seresnet101.in1k22439.11360.88755.11044.89049.330.875bilinear-54.177-43.670+9
1126ecaresnet26t.ra2_in1k25639.07360.92755.75744.24316.010.950bicubic-54.517-43.233-57
1127efficientnet_b1_pruned.in1k24039.06760.93355.79044.2106.330.882bicubic-53.993-42.920+32
1128repvgg_b1g4.rvgg_in1k22439.05060.95056.49343.50739.970.875bilinear-54.010-42.057+27
1129resnet50.a1_in1k28838.99061.01053.27046.73025.561.000bicubic-55.320-45.490-233
1130regnety_080.pycls_in1k22438.98761.01355.20044.80039.180.875bicubic-54.913-43.790-141
1131resnext50_32x4d.a3_in1k16038.97761.02354.14345.85725.030.950bicubic-53.373-44.217+120
1132inception_v3.tv_in1k29938.96361.03753.83046.17023.830.875bicubic-53.937-44.860+60
1133convnext_femto.d1_in1k22438.94361.05755.50744.4935.220.950bicubic-53.707-43.143+88
1134crossvit_9_dagger_240.in1k24038.94361.05754.91345.0878.780.875bicubic-53.837-43.657+73
1135dla102.in1k22438.91361.08755.37744.62333.270.875bilinear-54.377-43.373-2
1136legacy_seresnext50_32x4d.in1k22438.91361.08754.62745.37327.560.875bilinear-54.497-44.273-22
1137resnet50.a2_in1k22438.88761.11353.02746.97325.561.000bicubic-54.683-45.683-60
1138regnety_040.pycls_in1k22438.86061.14055.63744.36320.650.875bicubic-54.770-43.323-83
1139visformer_tiny.in1k22438.86061.14055.03744.96310.320.900bicubic-54.110-43.743+34
1140res2net101d.in1k22438.82761.17353.01746.98345.230.875bilinear-55.723-46.063-311
1141resnet50d.a2_in1k22438.81761.18353.79746.20325.581.000bicubic-54.833-44.843-90
1142regnetx_040.pycls_in1k22438.80761.19355.50044.50022.120.875bicubic-54.883-43.450-101
1143efficientvit_m5.r224_in1k22438.77761.22355.01344.98712.470.875bicubic-53.353-43.497+132
1144regnetx_032.pycls_in1k22438.75761.24355.14744.85315.300.875bicubic-54.543-43.553-12
1145res2net50_14w_8s.in1k22438.70761.29354.17745.82325.060.875bilinear-54.303-44.423+21
1146res2net50_26w_6s.in1k22438.70061.30053.78046.22037.050.875bilinear-54.880-44.980-74
1147dla60_res2net.in1k22438.69061.31054.62345.37720.850.875bilinear-54.750-44.227-42
1148dpn68.mx_in1k22438.68761.31354.74745.25312.610.875bicubic-53.623-43.863+109
1149densenetblur121d.ra_in1k28838.68361.31755.61744.3838.000.950bicubic-54.327-43.163+19
1150wide_resnet50_2.tv_in1k22438.66361.33754.54345.45768.880.875bilinear-54.807-44.297-52
1151selecsls60.in1k22438.65361.34755.71044.29030.670.875bicubic-54.327-43.120+19
1152resnet33ts.ra2_in1k28838.65361.34755.22344.77719.681.000bicubic-55.297-43.247-169
1153regnetx_016.tv2_in1k22438.63061.37054.77345.2279.190.965bicubic-55.390-44.147-183
1154dpn68b.mx_in1k22438.62361.37755.20044.80012.610.875bicubic-54.337-43.480+25
1155dla60x.in1k22438.61761.38355.49744.50317.350.875bilinear-54.603-43.223-13
1156selecsls60b.in1k22438.58361.41755.33744.66332.770.875bicubic-54.897-43.503-61
1157resnetrs50.tf_in1k16038.57361.42754.09745.90335.690.910bicubic-54.347-44.663+31
1158tf_efficientnet_b0.aa_in1k22438.55761.44356.13343.8675.290.875bicubic-53.833-42.377+91
1159resnet32ts.ra2_in1k28838.52361.47755.55744.44317.961.000bicubic-55.077-43.273-93
1160dla60_res2next.in1k22438.52361.47755.03744.96317.030.875bilinear-55.087-43.603-97
1161seresnet50.a1_in1k28838.51761.48353.40046.60028.091.000bicubic-55.693-45.620-234
1162repvgg_a2.rvgg_in1k22438.51361.48755.81744.18328.210.875bilinear-54.147-42.743+58
1163hardcorenas_f.miil_green_in1k22438.51361.48755.72744.2738.200.875bilinear-54.507-42.983+1
1164hrnet_w18_small_v2.gluon_in1k22438.50361.49756.24043.76015.600.875bicubic-54.467-42.500+8
1165regnetx_064.pycls_in1k22438.50061.50055.04044.96026.210.875bicubic-55.160-43.780-120
1166hrnet_w18.ms_in1k22438.46761.53355.79744.20321.300.875bilinear-54.283-42.853+44
1167resnet50.gluon_in1k22438.46061.54054.89345.10725.560.875bicubic-54.110-43.707+66
1168resmlp_12_224.fb_in1k22438.45061.55056.36343.63715.350.875bicubic-53.680-42.207+106
1169tf_efficientnet_cc_b0_4e.in1k22438.43761.56355.19344.80713.310.875bicubic-54.423-43.247+30
1170resnet50d.a1_in1k28838.41361.58752.86347.13725.581.000bicubic-55.947-45.937-290
1171ghostnetv2_160.in1k22438.40361.59755.64044.36012.390.875bicubic-54.737-43.010-21
1172tinynet_a.in1k19238.34761.65355.49744.5036.190.875bicubic-54.473-43.073+29
1173regnety_008_tv.tv2_in1k22438.33061.67054.38345.6176.430.965bicubic-54.840-43.957-25
1174resnet34.a1_in1k28838.31761.68352.33747.66321.801.000bicubic-54.693-46.363-7
1175resnet26t.ra2_in1k25638.31061.69055.61044.39016.011.000bicubic-54.620-42.920+11
1176densenet121.ra_in1k28838.23761.76355.20344.7977.980.950bicubic-54.513-43.317+35
1177mixnet_l.ft_in1k22438.22761.77354.87345.1277.330.875bicubic-55.043-43.877-40
1178regnety_032.pycls_in1k22438.21061.79054.45745.54319.440.875bicubic-55.300-44.423-92
1179ecaresnet50t.a3_in1k22438.20361.79753.59346.40725.570.950bicubic-55.657-45.087-184
1180resnet50d.a3_in1k16038.18761.81353.82746.17325.580.950bicubic-54.093-44.503+81
1181poolformer_s12.sail_in1k22438.17761.82356.35043.65011.920.900bicubic-54.333-42.040+57
1182efficientnet_b1.ft_in1k25638.17061.83054.03345.9677.791.000bicubic-54.850-44.617-19
1183ecaresnet50t.a2_in1k28838.14761.85353.02346.97725.571.000bicubic-56.463-46.117-378
1184hardcorenas_e.miil_green_in1k22438.13761.86355.20344.7978.070.875bilinear-54.813-43.457-3
1185vit_base_patch16_224.augreg_in1k22438.13761.86350.68049.32086.570.900bicubic-55.203-47.980-57
1186convnext_femto_ols.d1_in1k22438.09761.90354.22345.7775.230.950bicubic-54.483-44.407+45
1187coat_lite_tiny.in1k22438.06761.93353.45346.5475.720.900bicubic-54.813-45.197+9
1188gmixer_24_224.ra3_in1k22437.98362.01752.14747.85324.720.875bicubic-54.687-46.093+29
1189hardcorenas_c.miil_green_in1k22437.98062.02055.70044.3005.520.875bilinear-54.340-42.940+67
1190resnet50.a3_in1k16037.96062.04053.32046.68025.560.950bicubic-53.700-44.930+112
1191resnext50_32x4d.a2_in1k28837.95362.04752.38047.62025.031.000bicubic-56.237-46.360-259
1192resnetrs50.tf_in1k22437.93762.06353.31346.68735.690.910bicubic-56.093-45.517-223
1193mobilevitv2_125.cvnets_in1k25637.91762.08354.11045.8907.480.888bicubic-55.563-44.730-99
1194resnet34.a2_in1k22437.90362.09752.89047.11021.801.000bicubic-53.457-45.220+120
1195resnet50c.gluon_in1k22437.88762.11354.20345.79725.580.875bicubic-55.043-44.507-11
1196res2net50_26w_4s.in1k22437.88762.11353.15046.85025.700.875bilinear-55.303-45.530-49
1197resnest14d.gluon_in1k22437.84062.16056.61743.38310.610.875bilinear-53.300-41.733+134
1198efficientnet_es.ra_in1k22437.84062.16054.97745.0235.440.875bicubic-55.100-43.683-16
1199efficientformerv2_s0.snap_dist_in1k22437.82062.18054.04745.9533.600.950bicubic-54.050-44.353+90
1200cs3darknet_focus_m.c2ns_in1k25637.81362.18754.68045.3209.300.950bicubic-54.667-43.760+39
1201convnext_femto.d1_in1k28837.80362.19754.29745.7035.220.950bicubic-55.657-44.453-100
1202resnext50_32x4d.tv_in1k22437.78762.21354.14345.85725.030.875bilinear-55.113-44.647-11
1203pit_ti_distilled_224.in1k22437.76062.24055.68344.3175.100.900bicubic-52.990-42.407+141
1204seresnet50.a2_in1k28837.73762.26352.32047.68028.091.000bicubic-56.713-46.520-349
1205efficientnet_b1.ft_in1k22437.69762.30353.58046.4207.791.000bicubic-54.453-44.810+67
1206seresnet50.a3_in1k16037.61362.38753.25346.74728.090.950bicubic-53.657-44.977+114
1207ecaresnet26t.ra2_in1k32037.60062.40054.38345.61716.010.950bicubic-56.360-44.537-228
1208hardcorenas_d.miil_green_in1k22437.59362.40754.72345.2777.500.875bilinear-55.027-43.757+17
1209vit_base_patch32_224.augreg_in1k22437.59062.41051.87748.12388.220.900bicubic-53.010-45.843+141
1210resnet50.bt_in1k28837.57762.42353.76346.23725.560.950bicubic-56.433-45.127-239
1211res2next50.in1k22437.53062.47052.88047.12024.670.875bilinear-55.610-45.850-60
1212fastvit_t8.apple_dist_in1k25637.51362.48753.86346.1374.030.900bicubic-55.077-44.777+18
1213convnextv2_femto.fcmae_ft_in1k28837.48762.51353.62046.3805.230.950bicubic-56.273-44.900-192
1214lambda_resnet26t.c1_in1k25637.39762.60353.53346.46710.960.940bicubic-56.043-45.317-106
1215hrnet_w18.ms_aug_in1k22437.38062.62054.16345.83721.300.950bilinear-56.090-44.837-118
1216convnextv2_atto.fcmae_ft_in1k22437.37362.62753.41346.5873.710.950bicubic-54.427-44.787+76
1217resnet34.bt_in1k22437.36362.63753.91046.09021.800.950bicubic-53.797-44.180+112
1218hardcorenas_b.miil_green_in1k22437.28062.72055.01044.9905.180.875bilinear-54.680-43.410+64
1219convnext_femto_ols.d1_in1k28837.27362.72753.16346.8375.230.950bicubic-56.137-45.637-106
1220mobilenetv3_large_100.miil_in21k_ft_in1k22437.25362.74753.56046.4405.480.875bilinear-54.977-44.670+47
1221resnet50d.a2_in1k28837.23762.76351.82748.17325.581.000bicubic-57.243-47.083-376
1222res2net50d.in1k22437.22062.78051.30348.69725.720.875bilinear-57.050-47.577-314
1223resnet50.a2_in1k28837.20362.79751.45048.55025.561.000bicubic-56.927-47.700-278
1224res2net50_48w_2s.in1k22437.19362.80753.41346.58725.290.875bilinear-55.617-45.197-21
1225dla60.in1k22437.17762.82354.31345.68722.040.875bilinear-55.533-44.237-10
1226cs3darknet_focus_m.c2ns_in1k28837.17362.82753.96746.0339.300.950bicubic-55.947-44.773-74
1227fastvit_t8.apple_in1k25637.15362.84753.16046.8404.030.900bicubic-54.787-45.250+57
1228cs3darknet_m.c2ns_in1k25637.13362.86753.77746.2239.310.950bicubic-55.647-44.723-22
1229vit_small_patch16_224.augreg_in1k22437.13062.87051.60348.39722.050.900bicubic-56.330-47.237-127
1230regnety_016.pycls_in1k22437.12762.87354.16345.83711.200.875bicubic-55.923-44.527-70
1231lambda_resnet26rpt_256.c1_in1k25637.12762.87353.85046.15010.990.940bicubic-56.293-45.030-121
1232eca_halonext26ts.c1_in1k25637.12762.87353.09046.91010.760.940bicubic-56.433-45.600-152
1233bat_resnext26ts.ch_in1k25637.10762.89353.73746.26310.730.900bicubic-56.013-45.013-80
1234tf_mixnet_l.in1k22437.05762.94352.76047.2407.330.875bicubic-55.993-45.770-72
1235rexnet_100.nav_in1k22437.05062.95054.09045.9104.800.875bicubic-55.780-44.550-35
1236mobileone_s1.apple_in1k22437.03762.96354.65345.3474.830.900bilinear-54.753-43.797+57
1237tf_efficientnet_b1.in1k24037.03362.96753.45746.5437.790.882bicubic-55.907-45.233-54
1238botnet26t_256.c1_in1k25636.98063.02053.09046.91012.490.950bicubic-56.430-45.570-122
1239mobilenetv1_100h.ra4_e3600_r224_in1k22436.97063.03053.15346.8475.280.950bicubic-54.280-44.677+84
1240resnet34.a2_in1k28836.96763.03351.52048.48021.801.000bicubic-55.603-46.990-8
1241legacy_seresnet50.in1k22436.92363.07753.48046.52028.090.875bilinear-55.737-45.050-23
1242tf_efficientnet_lite2.in1k26036.90763.09353.38346.6176.090.890bicubic-55.803-45.237-26
1243ghostnetv2_130.in1k22436.87063.13054.22045.7808.960.875bicubic-55.400-44.140+20
1244regnetx_016.pycls_in1k22436.84763.15353.40046.6009.190.875bicubic-55.773-45.170-20
1245mobilenetv1_100h.ra4_e3600_r224_in1k25636.79063.21053.13046.8705.280.950bicubic-55.560-45.130+7
1246halonet26t.a1h_in1k25636.78363.21752.23347.76712.480.950bicubic-56.827-46.457-182
1247densenet121.tv_in1k22436.75763.24353.99746.0037.980.875bicubic-54.683-44.243+65
1248mobilenetv2_120d.ra_in1k22436.72763.27353.95346.0475.830.875bicubic-55.933-44.707-29
1249hardcorenas_a.miil_green_in1k22436.71363.28754.86345.1375.260.875bilinear-54.957-43.397+51
1250eca_botnext26ts_256.c1_in1k25636.70063.30052.60747.39310.590.950bicubic-56.700-46.143-131
1251repghostnet_150.in1k22436.69363.30754.19345.8076.580.875bicubic-55.727-44.347-4
1252efficientnet_b0.ra_in1k22436.67363.32753.59746.4035.290.875bicubic-55.777-45.093-10
1253tf_efficientnet_lite1.in1k24036.67063.33053.73746.2635.420.882bicubic-55.640-44.783+5
1254convnext_atto.d2_in1k22436.62763.37353.44046.5603.700.950bicubic-55.263-44.970+32
1255resnext50_32x4d.a3_in1k22436.62063.38051.21048.79025.030.950bicubic-56.930-47.560-176
1256vit_base_patch32_224.sam_in1k22436.59063.41053.08346.91788.220.900bicubic-53.290-44.807+113
1257efficientvit_m4.r224_in1k22436.58763.41353.29046.7108.800.875bicubic-54.163-44.800+88
1258levit_128s.fb_dist_in1k22436.57363.42753.08746.9137.780.900bicubic-55.007-45.333+48
1259levit_conv_128s.fb_dist_in1k22436.57063.43053.07346.9277.780.900bicubic-54.970-45.357+49
1260xcit_nano_12_p8_224.fb_dist_in1k22436.53063.47052.88747.1133.051.000bicubic-55.860-45.593-12
1261repvgg_a1.rvgg_in1k22436.52763.47353.81346.18714.090.875bilinear-54.633-44.297+67
1262resnet34.a3_in1k16036.51763.48352.57347.42721.800.950bicubic-52.133-44.797+132
1263tf_efficientnet_em.in1k24036.47763.52352.90747.0936.900.882bicubic-56.723-45.773-118
1264mobilevitv2_100.cvnets_in1k25636.45063.55053.08046.9204.900.888bicubic-56.660-45.680-110
1265cs3darknet_m.c2ns_in1k28836.43363.56753.24046.7609.310.950bicubic-56.807-45.470-127
1266skresnet18.ra_in1k22436.33363.66754.25745.74311.960.875bicubic-53.837-43.523+99
1267repvgg_b0.rvgg_in1k22436.32363.67754.08045.92015.820.875bilinear-55.387-44.150+27
1268resnet34.bt_in1k28836.31363.68752.84747.15321.800.950bicubic-56.007-45.483-13
1269resnet50d.a3_in1k22436.31063.69051.33048.67025.580.950bicubic-57.090-47.260-151
1270mobilenetv1_100.ra4_e3600_r224_in1k22436.24363.75753.20346.7974.230.950bicubic-55.037-44.937+48
1271convnext_atto_ols.a2_in1k22436.23363.76752.37347.6273.700.950bicubic-55.637-45.987+17
1272xcit_nano_12_p16_384.fb_dist_in1k38436.19363.80753.19346.8073.051.000bicubic-55.947-45.297+1
1273resnet50.tv_in1k22436.15763.84352.87047.13025.560.875bilinear-55.993-45.430-3
1274legacy_seresnet34.in1k22436.15763.84352.56347.43721.960.875bilinear-55.303-45.627+38
1275resnet34.tv_in1k22436.14063.86053.54746.45321.800.875bilinear-54.150-44.423+85
1276efficientvit_m3.r224_in1k22436.13763.86352.55047.4506.900.875bicubic-53.923-45.280+90
1277deit_tiny_distilled_patch16_224.fb_in1k22436.12063.88054.28045.7205.910.900bicubic-54.990-43.890+57
1278coat_tiny.in1k22436.10363.89751.02048.9805.500.900bicubic-57.397-47.660-188
1279seresnext26ts.ch_in1k25636.08763.91353.97746.02310.391.000bicubic-56.473-44.553-44
1280resnet50.a3_in1k22436.05063.95050.64749.35325.560.950bicubic-56.920-48.063-105
1281tf_efficientnet_lite0.in1k22436.03363.96753.48746.5134.650.875bicubic-55.327-44.603+34
1282mobilenetv2_140.ra_in1k22436.01063.99053.97746.0236.110.875bicubic-56.070-44.373-4
1283convnextv2_atto.fcmae_ft_in1k28836.00064.00051.14048.8603.710.950bicubic-56.910-47.440-94
1284resnext26ts.ra2_in1k25635.84764.15353.66046.34010.301.000bicubic-56.143-44.570-3
1285resnet34.gluon_in1k22435.83064.17052.37047.63021.800.875bicubic-55.280-45.890+50
1286selecsls42b.in1k22435.82364.17752.55747.44332.460.875bicubic-56.657-46.083-46
1287mobilenetv1_100.ra4_e3600_r224_in1k25635.78764.21352.61747.3834.230.950bicubic-56.293-45.653-10
1288convnext_atto.d2_in1k28835.77064.23052.35047.6503.700.950bicubic-57.010-46.250-83
1289xcit_nano_12_p8_384.fb_dist_in1k38435.76064.24052.31347.6873.051.000bicubic-57.620-46.567-167
1290resnet26t.ra2_in1k32035.75364.24753.58346.41716.011.000bicubic-57.207-45.267-112
1291seresnet50.a3_in1k22435.72764.27351.27348.72728.090.950bicubic-56.653-47.057-41
1292seresnext26ts.ch_in1k28835.72064.28053.48046.52010.391.000bicubic-57.250-45.010-118
1293efficientnet_lite0.ra_in1k22435.69364.30753.71746.2834.650.875bicubic-55.577-44.233+26
1294mixnet_m.ft_in1k22435.65764.34352.45047.5505.010.875bicubic-56.603-45.920-30
1295resnet18.fb_ssl_yfcc100m_ft_in1k22435.64764.35353.82046.18011.690.875bilinear-55.043-44.220+51
1296dla34.in1k22435.64764.35352.83747.16315.740.875bilinear-55.613-45.193+26
1297resnet18d.ra2_in1k22435.64064.36053.56046.44011.710.950bicubic-54.130-44.220+76
1298mobilenetv3_rw.rmsp_in1k22435.63364.36753.78046.2205.480.875bicubic-55.917-44.490+9
1299regnetx_008.tv2_in1k22435.55764.44351.50348.4977.260.965bicubic-56.903-46.947-58
1300gcresnext26ts.ch_in1k25635.55364.44752.18047.82010.481.000bicubic-56.877-46.290-56
1301convnext_atto_ols.a2_in1k28835.55364.44751.44748.5533.700.950bicubic-57.397-47.133-120
1302eca_resnext26ts.ch_in1k25635.47364.52752.95747.04310.301.000bicubic-56.757-45.713-36
1303efficientnet_es_pruned.in1k22435.39764.60352.88347.1175.440.875bicubic-56.313-45.357-7
1304ese_vovnet19b_dw.ra_in1k22435.36064.64052.57047.4306.540.950bicubic-56.670-45.860-25
1305repghostnet_130.in1k22435.32364.67752.74047.2605.480.875bicubic-56.607-45.620-20
1306mobilenetv2_110d.ra_in1k22435.30064.70052.80747.1934.520.875bicubic-56.020-45.343+10
1307seresnext26t_32x4d.bt_in1k22435.30064.70052.09047.91016.810.950bicubic-57.450-46.540-95
1308tf_mixnet_m.in1k22435.24764.75351.01348.9875.010.875bicubic-56.973-47.437-40
1309hrnet_w18_small_v2.ms_in1k22435.23364.76752.54347.45715.600.875bilinear-55.937-45.827+18
1310xcit_nano_12_p16_224.fb_dist_in1k22435.21064.79052.60747.3933.051.000bicubic-55.000-45.153+53
1311mobilenetv4_conv_small.e2400_r224_in1k25635.18364.81753.02746.9733.770.950bicubic-55.917-45.023+25
1312convit_tiny.fb_in1k22435.09764.90351.81048.1905.710.875bicubic-55.483-46.380+39
1313resnet34.a3_in1k22435.09064.91050.52049.48021.800.950bicubic-55.210-47.370+46
1314mobilenetv4_conv_small.e2400_r224_in1k22435.06064.94052.74347.2573.770.950bicubic-55.340-45.057+42
1315seresnext26d_32x4d.bt_in1k22435.06064.94051.69348.30716.810.950bicubic-57.240-46.867-57
1316resnet18.a1_in1k22435.06064.94051.09748.90311.691.000bicubic-54.080-46.233+70
1317gcresnext26ts.ch_in1k28835.01364.98751.46048.54010.481.000bicubic-57.797-46.990-115
1318tinynet_b.in1k18835.00364.99752.10747.8933.730.875bicubic-56.127-45.983+14
1319regnety_004.tv2_in1k22434.94065.06051.41048.5904.340.965bicubic-56.650-46.890-15
1320eca_resnext26ts.ch_in1k28834.93365.06752.36747.63310.301.000bicubic-57.837-46.343-112
1321resnet26d.bt_in1k22434.92765.07352.59747.40316.010.950bicubic-57.363-45.903-61
1322regnety_008.pycls_in1k22434.88365.11751.88748.1136.260.875bicubic-56.997-46.533-35
1323resnext26ts.ra2_in1k28834.78065.22052.82347.17710.301.000bicubic-57.650-45.567-78
1324mobilenetv4_conv_small.e1200_r224_in1k25634.78065.22052.70747.2933.770.950bicubic-55.480-45.383+39
1325mobilenetv3_large_100.ra_in1k22434.67765.32352.93347.0675.480.875bicubic-56.793-45.387-16
1326crossvit_9_240.in1k24034.67765.32351.81048.1908.550.875bicubic-56.393-46.500+14
1327tf_efficientnet_b0.in1k22434.66765.33351.16048.8405.290.875bicubic-57.603-47.400-65
1328pit_ti_224.in1k22434.64765.35352.17347.8274.850.900bicubic-55.803-45.837+27
1329mobilenetv4_conv_small.e1200_r224_in1k22434.44365.55752.42347.5773.770.950bicubic-55.387-45.347+41
1330pvt_v2_b0.in1k22434.40765.59353.10746.8933.670.900bicubic-54.583-44.573+57
1331mixer_b16_224.goog_in21k_ft_in1k22434.37365.62748.05751.94359.880.875bicubic-56.747-49.353+2
1332resnet26.bt_in1k22434.35765.64351.76748.23316.000.950bicubic-57.153-46.413-23
1333fbnetc_100.rmsp_in1k22434.33765.66351.49048.5105.570.875bilinear-56.913-46.710-9
1334tf_efficientnet_es.in1k22434.30065.70051.50748.4935.440.875bicubic-57.800-46.923-58
1335regnety_006.pycls_in1k22434.29365.70751.41348.5876.060.875bicubic-57.327-47.017-32
1336resnet18d.ra2_in1k28834.24065.76051.74048.26011.710.950bicubic-56.530-46.410+6
1337ghostnetv2_100.in1k22434.13765.86352.05047.9506.160.875bicubic-57.523-46.010-36
1338repvgg_a0.rvgg_in1k22434.10065.90051.99348.0079.110.875bilinear-55.700-45.787+34
1339resnet18.a1_in1k28834.05065.95049.51750.48311.691.000bicubic-56.140-48.263+25
1340tf_mobilenetv3_large_100.in1k22433.99066.01051.56348.4375.480.875bilinear-57.420-46.677-27
1341mnasnet_100.rmsp_in1k22433.87366.12751.22748.7734.380.875bicubic-57.387-46.933-19
1342regnetx_004_tv.tv2_in1k22433.85066.15049.89050.1105.500.965bicubic-57.310-48.300-12
1343repghostnet_111.in1k22433.80066.20051.55348.4474.540.875bicubic-57.300-46.527-6
1344mobilevit_s.cvnets_in1k25633.79366.20749.45750.5435.580.900bicubic-59.437-49.213-205
1345ese_vovnet19b_dw.ra_in1k28833.76366.23750.94049.0606.540.950bicubic-58.977-47.710-131
1346regnetx_008.pycls_in1k22433.75066.25050.59349.4077.260.875bicubic-57.470-47.787-21
1347lcnet_100.ra2_in1k22433.73066.27052.10747.8932.950.875bicubic-55.190-45.263+42
1348semnasnet_075.rmsp_in1k22433.70766.29352.43347.5672.910.875bicubic-56.573-45.497+13
1349vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k38433.68066.32050.71349.2876.361.000bicubic-58.030-47.687-54
1350xcit_nano_12_p8_224.fb_in1k22433.62366.37750.43049.5703.051.000bicubic-57.567-47.850-24
1351mixnet_s.ft_in1k22433.61366.38751.06048.9404.130.875bicubic-58.197-47.280-60
1352semnasnet_100.rmsp_in1k22433.55366.44750.83049.1703.890.875bicubic-58.117-47.330-53
1353vit_tiny_patch16_384.augreg_in21k_ft_in1k38433.53366.46750.99049.0105.791.000bicubic-59.957-47.830-260
1354spnasnet_100.rmsp_in1k22433.50366.49751.28748.7134.420.875bilinear-57.167-46.673-6
1355crossvit_tiny_240.in1k24033.43766.56349.93750.0637.010.875bicubic-57.093-48.003-3
1356mobilevitv2_075.cvnets_in1k25633.42366.57750.13349.8672.870.888bicubic-58.567-48.177-76
1357regnetx_006.pycls_in1k22433.31366.68750.30349.6976.200.875bicubic-57.437-47.927-11
1358vgg19_bn.tv_in1k22433.30766.69350.87749.123143.680.875bilinear-57.673-47.243-17
1359efficientvit_m2.r224_in1k22433.19066.81049.77750.2234.190.875bicubic-55.750-47.573+29
1360resnet18.a2_in1k22433.17366.82749.61750.38311.691.000bicubic-54.717-47.473+42
1361repghostnet_100.in1k22433.13366.86750.75349.2474.070.875bicubic-57.527-47.357-12
1362edgenext_x_small.in1k28833.13066.87049.04350.9572.341.000bicubic-58.460-49.147-57
1363seresnext26t_32x4d.bt_in1k28833.07366.92750.24749.75316.810.950bicubic-60.267-48.453-236
1364xcit_nano_12_p16_224.fb_in1k22433.03766.96350.07049.9303.051.000bicubic-55.863-47.370+26
1365resnet18.tv_in1k22433.02366.97751.14348.85711.690.875bilinear-55.177-45.967+35
1366seresnext26d_32x4d.bt_in1k28832.99067.01049.87750.12316.810.950bicubic-60.070-48.793-210
1367mobileone_s0.apple_in1k22432.98367.01751.09348.9075.290.875bilinear-55.797-46.137+24
1368edgenext_x_small.in1k25632.98367.01748.85751.1432.341.000bicubic-58.107-49.163-29
1369hrnet_w18_small.gluon_in1k22432.83367.16750.48349.51713.190.875bicubic-57.477-47.277-11
1370legacy_seresnext26_32x4d.in1k22432.76067.24049.21750.78316.790.875bicubic-59.830-49.213-141
1371hrnet_w18_small.ms_in1k22432.72067.28050.66349.33713.190.875bilinear-57.160-46.937-4
1372deit_tiny_patch16_224.fb_in1k22432.70767.29350.25349.7475.720.900bicubic-56.933-47.717+3
1373legacy_seresnet18.in1k22432.67767.32350.32349.67711.780.875bicubic-56.613-47.397+8
1374mobilenetv2_100.ra_in1k22432.59367.40750.88049.1203.500.875bicubic-57.287-46.960-6
1375ghostnet_100.in1k22432.58367.41750.40749.5935.180.875bicubic-57.887-47.523-22
1376regnetx_004.pycls_in1k22432.58367.41749.39350.6075.160.875bicubic-56.907-48.407+2
1377resnet26d.bt_in1k28832.50067.50050.08049.92016.010.950bicubic-60.090-48.370-149
1378resnet18.gluon_in1k22432.42367.57749.72750.27311.690.875bicubic-56.267-47.383+15
1379regnety_004.pycls_in1k22432.39367.60749.46050.5404.340.875bicubic-58.367-48.610-36
1380tf_mixnet_s.in1k22432.20767.79348.59051.4104.130.875bicubic-59.503-49.830-82
1381resnet18.a2_in1k28832.18367.81747.91052.09011.691.000bicubic-57.357-49.750-5
1382vit_tiny_patch16_224.augreg_in21k_ft_in1k22432.14067.86049.09750.9035.720.900bicubic-59.810-49.233-99
1383resnet26.bt_in1k28832.12367.87749.49350.50716.000.950bicubic-60.037-49.057-113
1384tf_mobilenetv3_large_075.in1k22431.97068.03049.17750.8233.990.875bilinear-58.350-48.673-27
1385tf_mobilenetv3_large_minimal_100.in1k22431.68068.32049.44350.5573.920.875bilinear-57.520-47.847-1
1386resnet18.a3_in1k16031.57768.42348.37351.62711.690.950bicubic-53.463-47.567+34
1387efficientvit_m1.r224_in1k22431.26068.74048.47051.5302.980.875bicubic-55.930-48.230+19
1388repghostnet_080.in1k22430.97769.02348.83351.1673.280.875bicubic-58.493-48.607-10
1389vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k22430.85769.14347.68352.3176.340.900bicubic-58.543-50.017-10
1390tinynet_c.in1k18430.53769.46348.54351.4572.460.875bicubic-57.913-48.727+5
1391lcnet_075.ra2_in1k22430.38369.61748.76351.2372.360.875bicubic-56.627-47.787+19
1392vgg16_bn.tv_in1k22430.38069.62047.31752.683138.370.875bilinear-60.140-50.683-39
1393efficientvit_b0.r224_in1k22430.12369.87746.73053.2703.410.950bicubic-58.147-50.150+5
1394resnet18.a3_in1k22430.09769.90346.31753.68311.690.950bicubic-56.913-50.363+15
1395resnet10t.c3_in1k17629.97770.02348.28351.7175.440.950bicubic-55.333-47.727+24
1396edgenext_xx_small.in1k28829.74370.25746.50053.5001.331.000bicubic-60.067-51.000-25
1397mobilevit_xs.cvnets_in1k25629.70370.29746.08753.9132.320.900bicubic-61.607-52.183-80
1398regnety_002.pycls_in1k22429.68370.31746.82353.1773.160.875bicubic-58.517-50.517+1
1399edgenext_xx_small.in1k25629.62370.37746.48053.5201.331.000bicubic-59.257-50.700-8
1400mobilenetv3_small_100.lamb_in1k22429.07070.93047.28352.7172.540.875bicubic-57.120-49.177+13
1401resnet14t.c3_in1k17629.02070.98046.62053.38010.080.950bicubic-59.380-50.390-4
1402mnasnet_small.lamb_in1k22428.99071.01047.21352.7872.030.875bicubic-56.500-48.757+14
1403vgg13_bn.tv_in1k22428.96371.03746.82053.180133.050.875bilinear-60.267-50.700-20
1404resnet10t.c3_in1k22428.90771.09346.96753.0335.440.950bicubic-57.803-49.763+8
1405regnetx_002.pycls_in1k22428.86371.13745.60054.4002.680.875bicubic-58.477-51.5300
1406efficientvit_m0.r224_in1k22428.80371.19745.79354.2072.350.875bicubic-54.537-49.837+19
1407mobilenetv2_050.lamb_in1k22428.71071.29046.60053.4001.970.875bicubic-56.280-49.020+14
1408vgg19.tv_in1k22428.70071.30045.27754.723143.670.875bilinear-61.000-52.253-34
1409mobilevitv2_050.cvnets_in1k25628.60771.39345.28754.7131.370.888bicubic-60.473-52.313-23
1410dla60x_c.in1k22428.50771.49346.25353.7471.320.875bilinear-58.593-50.887-2
1411repghostnet_058.in1k22428.49371.50746.60753.3932.550.875bicubic-58.697-50.403-4
1412vgg11_bn.tv_in1k22428.44371.55746.47753.523132.870.875bilinear-59.967-50.803-16
1413tinynet_d.in1k15227.99372.00745.95054.0502.340.875bicubic-57.477-50.070+4
1414vgg16.tv_in1k22427.97072.03044.75055.250138.360.875bilinear-61.430-52.750-34
1415resnet14t.c3_in1k22427.64772.35344.71355.28710.080.950bicubic-61.593-52.737-33
1416tf_mobilenetv3_small_100.in1k22427.55372.44744.90355.0972.540.875bilinear-58.477-51.487-2
1417repghostnet_050.in1k22427.14072.86045.04754.9532.310.875bicubic-58.420-51.063-2
1418mixer_l16_224.goog_in21k_ft_in1k22426.77773.22337.85762.143208.200.875bicubic-60.223-56.163-7
1419vgg11.tv_in1k22426.64073.36043.53356.467132.860.875bilinear-60.700-53.447-15
1420mobilenetv3_small_075.lamb_in1k22426.57773.42343.92356.0772.040.875bicubic-57.563-51.567+4
1421mobilevit_xxs.cvnets_in1k25626.41073.59043.06356.9371.270.900bicubic-61.570-54.127-20
1422dla46x_c.in1k22426.40373.59743.90756.0931.070.875bilinear-59.057-52.553-4
1423vgg13.tv_in1k22426.31373.68743.45756.543133.050.875bilinear-61.237-53.663-20
1424tf_mobilenetv3_small_075.in1k22426.27373.72743.77056.2302.040.875bilinear-58.237-52.000-1
1425lcnet_050.ra2_in1k22426.22073.78044.58055.4201.880.875bicubic-56.910-50.370+1
1426tf_mobilenetv3_small_minimal_100.in1k22425.79774.20343.62756.3732.040.875bilinear-56.843-51.363+1
1427dla46_c.in1k22425.54074.46043.87756.1231.300.875bilinear-59.180-52.333-5
1428tinynet_e.in1k10623.47376.52741.17758.8232.040.875bicubic-56.327-52.8130
1429mobilenetv3_small_050.lamb_in1k22421.79378.20738.93361.0671.590.875bicubic-56.297-54.1070
1430test_byobnet.r160_in1k16017.10382.89733.95766.0430.460.875bicubic-50.257-54.433+1
1431test_efficientnet.r160_in1k16016.50783.49332.90067.1000.360.875bicubic-51.193-55.500-1
1432test_vit.r160_in1k16013.24386.75727.81372.1870.370.875bicubic-50.747-59.8070