pytorch-image-models/results/results-sketch.csv

140 KiB

1modelimg_sizetop1top1_errtop5top5_errparam_countcrop_pctinterpolationtop1_difftop5_diffrank_diff
2eva_giant_patch14_336.clip_ft_in1k33671.18228.81890.3089.6921,013.011.000bicubic-18.280-8.520+6
3eva02_large_patch14_448.mim_m38m_ft_in22k_in1k44870.66429.33689.84910.152305.081.000bicubic-19.390-9.207-1
4eva02_large_patch14_448.mim_m38m_ft_in1k44870.54629.45489.84110.159305.081.000bicubic-19.008-9.083+3
5eva_giant_patch14_224.clip_ft_in1k22470.06629.93489.77010.2301,012.560.900bicubic-18.820-8.910+5
6convnext_xxlarge.clip_laion2b_soup_ft_in1k25670.06229.93890.3449.656846.471.000bicubic-18.560-8.374+10
7eva_giant_patch14_336.m30m_ft_in22k_in1k33668.03631.96487.83012.1701,013.011.000bicubic-21.534-11.124-1
8eva02_large_patch14_448.mim_in22k_ft_in22k_in1k44867.56132.43987.49212.508305.081.000bicubic-22.407-11.520-5
9eva_giant_patch14_560.m30m_ft_in22k_in1k56067.48432.51687.43312.5671,014.451.000bicubic-22.312-11.557-5
10vit_huge_patch14_clip_224.laion2b_ft_in1k22467.43732.56387.87712.123632.051.000bicubic-20.187-10.350+38
11eva02_large_patch14_448.mim_in22k_ft_in1k44866.97933.02187.44512.555305.081.000bicubic-22.653-11.509-6
12convnext_large_mlp.clip_laion2b_augreg_ft_in1k_38438466.46633.53487.40612.594200.131.000bicubic-21.424-11.042+29
13vit_large_patch14_clip_336.laion2b_ft_in1k33665.74734.25386.94813.052304.531.000bicubic-22.119-11.406+29
14convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_38438465.74534.25587.02112.979200.131.000bicubic-22.589-11.553+9
15vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k22465.31934.68186.85613.144632.051.000bicubic-22.959-11.696+10
16vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k33665.26734.73386.77113.229632.461.000bicubic-23.361-11.899-1
17convnext_large_mlp.clip_laion2b_augreg_ft_in1k25665.07134.92986.28813.712200.131.000bicubic-22.267-11.934+44
18convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_32032064.91635.08486.63013.370200.131.000bicubic-23.054-11.844+19
19vit_large_patch14_clip_224.laion2b_ft_in1k22464.81635.18486.56313.437304.201.000bicubic-22.482-11.665+44
20regnety_1280.swag_ft_in1k38464.11235.88886.05213.948644.811.000bicubic-24.114-12.632+10
21vit_large_patch14_clip_336.openai_ft_in12k_in1k33664.05935.94185.91214.088304.531.000bicubic-24.205-12.616+6
22eva_large_patch14_336.in22k_ft_in1k33663.08436.91684.39415.607304.531.000bicubic-25.606-14.316-10
23vit_large_patch14_clip_224.openai_ft_in1k22462.64237.35885.12414.876304.201.000bicubic-25.218-13.306+20
24vit_large_patch14_clip_224.laion2b_ft_in12k_in1k22462.04737.95384.33315.667304.201.000bicubic-25.851-14.075+16
25vit_large_patch14_clip_336.laion2b_ft_in12k_in1k33661.66438.33683.67816.322304.531.000bicubic-26.528-14.892+7
26vit_large_patch14_clip_224.openai_ft_in12k_in1k22461.39638.60483.39516.605304.201.000bicubic-26.766-15.145+8
27eva_large_patch14_196.in22k_ft_in1k19661.12938.87182.76017.239304.141.000bicubic-26.827-15.720+11
28eva_large_patch14_336.in22k_ft_in22k_in1k33660.93339.06782.13617.864304.531.000bicubic-28.317-16.716-19
29convnext_base.clip_laion2b_augreg_ft_in12k_in1k_38438460.81539.18583.21316.78888.591.000bicubic-26.335-15.015+37
30convnext_base.clip_laion2b_augreg_ft_in1k25660.31839.68282.71917.28188.591.000bicubic-25.866-14.955+103
31regnety_1280.swag_lc_in1k22459.94240.05883.15916.841644.810.965bicubic-26.026-14.691+126
32eva_large_patch14_196.in22k_ft_in22k_in1k19659.87140.12981.12018.880304.141.000bicubic-28.725-17.542-15
33convnext_base.clip_laion2b_augreg_ft_in12k_in1k25659.84840.15282.80817.19288.591.000bicubic-26.538-15.168+81
34convnext_base.clip_laiona_augreg_ft_in1k_38438459.41440.58682.24817.75288.591.000bicubic-27.074-15.714+73
35eva02_base_patch14_448.mim_in22k_ft_in22k_in1k44858.53341.46780.80919.19187.121.000bicubic-30.149-17.919-22
36resnext101_32x32d.fb_wsl_ig1b_ft_in1k22458.41741.58380.41219.588468.530.875bilinear-26.681-17.030+207
37beitv2_large_patch16_224.in1k_ft_in22k_in1k22458.37441.62680.21819.782304.430.950bicubic-30.032-18.384-17
38eva02_base_patch14_448.mim_in22k_ft_in1k44858.04641.95480.72519.27587.121.000bicubic-30.220-17.845-12
39regnety_320.swag_ft_in1k38457.93242.06881.49118.509145.051.000bicubic-28.928-16.865+43
40convnextv2_huge.fcmae_ft_in22k_in1k_38438457.88942.11179.65420.346660.291.000bicubic-30.773-19.080-26
41convnextv2_huge.fcmae_ft_in22k_in1k_51251257.85942.14179.51620.484660.291.000bicubic-31.001-19.224-30
42resnext101_32x16d.fb_wsl_ig1b_ft_in1k22457.67842.32279.88220.118194.030.875bilinear-26.486-17.306+318
43resnext101_32x16d.fb_swsl_ig1b_ft_in1k22457.47242.52880.40419.596194.030.875bilinear-25.874-16.440+458
44beit_large_patch16_384.in22k_ft_in22k_in1k38456.97943.02179.16620.834305.001.000bicubic-31.423-19.442-23
45vit_base_patch16_clip_384.laion2b_ft_in1k38456.88943.11179.97620.02486.861.000bicubic-29.750-18.032+50
46beit_large_patch16_512.in22k_ft_in22k_in1k51256.79643.20478.89721.103305.671.000bicubic-31.800-19.759-28
47resnext101_32x8d.fb_swsl_ig1b_ft_in1k22456.44643.55478.97421.02688.790.875bilinear-27.852-18.200+297
48maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k38456.28343.71777.30322.697116.141.000bicubic-31.527-21.075-4
49maxvit_xlarge_tf_384.in21k_ft_in1k38456.22843.77278.74621.254475.321.000bicubic-32.076-19.794-25
50maxvit_xlarge_tf_512.in21k_ft_in1k51256.15243.84878.68521.315475.771.000bicubic-32.388-19.965-31
51maxvit_base_tf_512.in21k_ft_in1k51256.10843.89278.66121.339119.881.000bicubic-32.106-19.877-20
52deit3_huge_patch14_224.fb_in22k_ft_in1k22455.79444.20677.64522.355632.131.000bicubic-31.386-20.618+13
53maxvit_base_tf_384.in21k_ft_in1k38455.68644.31478.03821.962119.651.000bicubic-32.242-20.499-14
54regnety_320.swag_lc_in1k22455.44244.55879.74820.252145.050.965bicubic-29.180-17.738+239
55vit_base_patch16_clip_224.laion2b_ft_in1k22455.42644.57479.10920.89186.571.000bicubic-30.068-18.463+143
56regnety_160.swag_ft_in1k38455.16544.83579.32920.67183.591.000bicubic-30.853-18.721+95
57maxvit_large_tf_512.in21k_ft_in1k51255.15544.84577.26022.740212.331.000bicubic-33.081-21.348-28
58maxvit_large_tf_384.in21k_ft_in1k38455.06944.93177.14822.852212.031.000bicubic-32.927-21.420-22
59convnext_xlarge.fb_in22k_ft_in1k_38438455.00444.99676.77523.225350.201.000bicubic-32.760-21.777-14
60beit_large_patch16_224.in22k_ft_in22k_in1k22454.97345.02777.61622.384304.430.900bicubic-32.515-20.700-9
61resnext101_32x8d.fb_wsl_ig1b_ft_in1k22454.95745.04377.52422.47688.790.875bilinear-27.763-19.100+519
62deit3_large_patch16_384.fb_in22k_ft_in1k38454.92545.07577.37022.630304.761.000bicubic-32.809-21.138-16
63maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k38454.79045.21076.86123.139116.091.000bicubic-32.688-21.513-11
64caformer_b36.sail_in22k_ft_in1k_38438454.44645.55476.82423.17698.751.000bicubic-33.620-21.766-29
65deit3_large_patch16_224.fb_in22k_ft_in1k22454.38345.61776.55923.441304.371.000bicubic-32.603-21.681+9
66hgnetv2_b6.ssld_stage1_in22k_in1k22454.23445.76677.22122.77975.261.000bicubic-31.826-20.603+80
67beitv2_large_patch16_224.in1k_ft_in1k22454.16945.83175.56824.432304.430.950bicubic-33.245-22.648-9
68hgnetv2_b6.ssld_stage2_ft_in1k22454.02045.98076.99923.00175.261.000bicubic-32.143-20.871+66
69convnextv2_large.fcmae_ft_in22k_in1k_38438453.91746.08376.03223.968197.961.000bicubic-34.261-22.486-36
70maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k22453.78246.21875.15824.842116.140.950bicubic-33.126-22.846+9
71resnext101_32x4d.fb_swsl_ig1b_ft_in1k22453.64646.35476.40723.59344.180.875bilinear-29.622-20.353+435
72convnext_xlarge.fb_in22k_ft_in1k22453.63646.36475.34624.654350.201.000bicubic-33.308-22.958+5
73vit_base_patch16_clip_384.laion2b_ft_in12k_in1k38453.50546.49575.68024.32086.861.000bicubic-33.707-22.348-9
74hgnetv2_b6.ssld_stage1_in22k_in1k28853.15946.84176.15023.85075.261.000bicubic-33.139-21.790+48
75vit_base_patch16_clip_384.openai_ft_in1k38453.11246.88876.68423.31686.861.000bicubic-33.106-21.201+53
76regnety_160.swag_lc_in1k22453.09046.91078.16221.83883.590.965bicubic-30.718-18.498+336
77hgnetv2_b6.ssld_stage2_ft_in1k28853.01546.98576.05023.95075.261.000bicubic-33.367-21.888+38
78convnextv2_base.fcmae_ft_in22k_in1k_38438452.90547.09575.08724.91388.721.000bicubic-34.733-23.329-31
79convformer_b36.sail_in22k_ft_in1k_38438452.89247.10874.96125.03999.881.000bicubic-34.710-23.471-30
80vit_large_patch16_384.augreg_in21k_ft_in1k38452.80347.19774.75525.245304.721.000bicubic-34.291-23.551-11
81caformer_b36.sail_in22k_ft_in1k22452.78247.21875.27924.72198.751.000bicubic-34.658-23.052-24
82convnext_large.fb_in22k_ft_in1k_38438452.73847.26274.71025.290197.771.000bicubic-34.718-23.670-26
83convformer_b36.sail_in22k_ft_in1k22452.73047.27074.90825.09299.881.000bicubic-34.253-23.250-8
84convnextv2_large.fcmae_ft_in22k_in1k22452.49547.50574.49025.510197.961.000bicubic-34.973-23.840-29
85coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k38452.40047.60073.80826.19273.881.000bicubic-35.002-24.500-26
86swinv2_large_window12to24_192to384.ms_in22k_ft_in1k38452.31247.68874.40125.599196.741.000bicubic-35.162-23.863-33
87convnext_xlarge.fb_in22k_ft_in1k28852.21047.79073.91626.084350.201.000bicubic-35.164-24.414-27
88vit_large_r50_s32_384.augreg_in21k_ft_in1k38452.06247.93873.56826.432329.091.000bicubic-34.122-24.360+44
89vit_large_patch16_224.augreg_in21k_ft_in1k22451.84248.15873.74326.257304.330.900bicubic-34.008-24.083+76
90vit_base_patch16_clip_224.laion2b_ft_in12k_in1k22451.83648.16474.65125.34986.570.950bicubic-34.374-23.105+39
91convnext_base.fb_in22k_ft_in1k_38438451.55348.44774.53725.46388.591.000bicubic-35.273-23.707-6
92tf_efficientnet_l2.ns_jft_in1k_47547551.41048.59073.81726.183480.310.936bicubic-36.840-24.739-64
93convnextv2_base.fcmae_ft_in22k_in1k22451.37148.62973.52726.47388.721.000bicubic-35.405-24.537-4
94maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k22451.18248.81873.13026.870116.090.950bicubic-35.456-24.8840
95vit_base_patch16_clip_384.openai_ft_in12k_in1k38451.14948.85174.34425.65686.860.950bicubic-35.879-23.850-24
96convnext_large.fb_in22k_ft_in1k22451.04648.95473.29526.705197.771.000bicubic-35.726-24.799-6
97caformer_m36.sail_in22k_ft_in1k_38438451.04148.95973.41526.58556.201.000bicubic-36.431-24.893-43
98swinv2_base_window12to24_192to384.ms_in22k_ft_in1k38451.00948.99173.28726.71387.921.000bicubic-36.131-24.941-31
99vit_base_patch16_clip_224.openai_ft_in1k22451.00148.99974.80425.19686.570.900bicubic-34.285-22.636+117
100tf_efficientnetv2_xl.in21k_ft_in1k38450.78749.21372.77827.222208.121.000bicubic-34.773-24.672+91
101seresnextaa201d_32x8d.sw_in12k_ft_in1k_38438450.76549.23573.64726.353149.391.000bicubic-36.541-24.687-39
102hgnetv2_b5.ssld_stage1_in22k_in1k22450.65349.34773.61726.38339.571.000bicubic-33.733-23.049+231
103hgnetv2_b5.ssld_stage2_ft_in1k22450.60449.39673.63926.36139.571.000bicubic-34.100-23.653+185
104resnext50_32x4d.fb_swsl_ig1b_ft_in1k22450.49249.50873.30326.69725.030.875bilinear-31.670-22.921+574
105swinv2_large_window12to16_192to256.ms_in22k_ft_in1k25650.47149.52972.78427.216196.740.900bicubic-36.463-25.320-27
106swin_large_patch4_window12_384.ms_in22k_ft_in1k38450.34349.65772.53227.468196.741.000bicubic-36.795-25.698-38
107convnextv2_large.fcmae_ft_in22k_in1k28850.16649.83472.38927.611197.961.000bicubic-37.328-25.971-57
108hiera_huge_224.mae_in1k_ft_in1k22450.07849.92271.23428.767672.780.900bicubic-36.756-26.776-24
109convnext_large.fb_in22k_ft_in1k28849.94250.05872.20827.792197.771.000bicubic-37.072-26.004-37
110nextvit_large.bd_ssld_6m_in1k_38438449.79350.20772.83727.16357.871.000bicubic-36.749-25.295-10
111tf_efficientnetv2_xl.in21k_ft_in1k51249.75950.24172.12427.876208.121.000bicubic-36.997-25.892-20
112caformer_m36.sail_in22k_ft_in1k22449.70850.29272.13327.86656.201.000bicubic-36.900-25.904-15
113tf_efficientnetv2_l.in21k_ft_in1k38449.70650.29472.73927.261118.521.000bicubic-36.126-25.031+55
114vit_base_patch16_clip_224.openai_ft_in12k_in1k22449.69350.30772.87227.12886.570.950bicubic-36.270-24.846+44
115convnext_base.fb_in22k_ft_in1k22449.69150.30972.78227.21888.591.000bicubic-36.183-25.130+46
116nextvit_base.bd_ssld_6m_in1k_38438449.65350.34772.61527.38544.821.000bicubic-36.711-25.281+1
117resnet50.fb_swsl_ig1b_ft_in1k22449.52050.48072.33027.67025.560.875bilinear-31.663-23.660+693
118beitv2_base_patch16_224.in1k_ft_in22k_in1k22449.51250.48872.40727.59386.530.900bicubic-36.982-25.649-12
119convnextv2_huge.fcmae_ft_in1k22449.51050.49070.31029.690660.291.000bicubic-36.806-27.566+1
120hgnet_base.ssld_in1k22449.42350.57771.36728.63371.581.000bicubic-35.495-25.965+147
121coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k22449.35050.65070.83529.16573.880.950bicubic-37.190-27.061-20
122convnextv2_base.fcmae_ft_in22k_in1k28849.17050.83071.23728.76388.721.000bicubic-37.828-26.927-49
123convformer_m36.sail_in22k_ft_in1k_38438449.13450.86671.38928.61157.051.000bicubic-37.758-26.727-43
124vit_base_patch32_clip_224.laion2b_ft_in1k22449.10350.89772.56827.43288.220.900bicubic-33.527-23.636+473
125convformer_m36.sail_in22k_ft_in1k22449.06250.93871.47528.52557.051.000bicubic-37.090-26.377+12
126swin_large_patch4_window7_224.ms_in22k_ft_in1k22448.98151.01971.37528.625196.530.900bicubic-37.349-26.507-7
127convnext_base.fb_in22k_ft_in1k28848.95451.04671.70528.29588.591.000bicubic-37.344-26.383-6
128hgnetv2_b5.ssld_stage1_in22k_in1k28848.79651.20471.53228.46839.571.000bicubic-36.128-25.982+137
129tf_efficientnetv2_l.in21k_ft_in1k48048.78851.21272.05127.949118.521.000bicubic-38.011-26.085-42
130swinv2_base_window12to16_192to256.ms_in22k_ft_in1k25648.78351.21771.37928.62187.920.900bicubic-37.493-26.529-6
131coatnet_2_rw_224.sw_in12k_ft_in1k22448.76351.23770.12129.87973.870.950bicubic-37.817-27.775-32
132beit_base_patch16_384.in22k_ft_in22k_in1k38448.69051.31072.08827.91286.741.000bicubic-38.126-26.048-46
133hgnetv2_b5.ssld_stage2_ft_in1k28848.65551.34571.38728.61339.571.000bicubic-36.495-26.213+101
134swin_base_patch4_window12_384.ms_in22k_ft_in1k38448.52151.47971.82928.17187.901.000bicubic-37.917-26.239-23
135caformer_s36.sail_in22k_ft_in1k_38438448.47251.52871.51328.48839.301.000bicubic-38.390-26.709-54
136tf_efficientnetv2_m.in21k_ft_in1k38448.42551.57571.89228.10854.141.000bicubic-36.343-25.542+146
137maxvit_base_tf_512.in1k51248.24651.75470.84429.156119.881.000bicubic-38.354-27.082-39
138vit_large_r50_s32_224.augreg_in21k_ft_in1k22448.21751.78370.87029.130328.990.900bicubic-36.215-26.282+185
139nextvit_large.bd_ssld_6m_in1k22448.07751.92371.14728.85357.870.950bicubic-37.447-26.529+56
140nextvit_base.bd_ssld_6m_in1k22448.04651.95470.72129.27944.820.950bicubic-37.136-26.873+90
141vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k25648.00251.99869.65030.35064.110.950bicubic-38.206-28.232-11
142vit_base_patch32_clip_384.laion2b_ft_in12k_in1k38447.95052.05070.89929.10188.301.000bicubic-37.460-26.761+67
143vit_base_patch8_224.augreg_in21k_ft_in1k22447.79652.20470.97829.02286.580.900bicubic-38.040-26.796+24
144hrnet_w48_ssld.paddle_in1k22447.74352.25769.67930.32177.471.000bilinear-35.871-27.151+304
145tf_efficientnet_b7.ns_jft_in1k60047.72552.27569.60330.39866.350.949bicubic-39.125-28.477-62
146tf_efficientnet_b6.ns_jft_in1k52847.71952.28169.90330.09743.040.942bicubic-38.737-27.981-37
147deit3_base_patch16_384.fb_in22k_ft_in1k38447.67652.32469.73630.26486.881.000bicubic-39.068-28.374-55
148vit_base_patch32_clip_448.laion2b_ft_in12k_in1k44847.58252.41870.06629.93488.341.000bicubic-38.218-27.566+23
149vit_base_patch8_224.augreg2_in21k_ft_in1k22447.49252.50870.32629.67486.580.900bicubic-38.736-27.514-22
150tf_efficientnetv2_m.in21k_ft_in1k48047.46852.53270.92329.07754.141.000bicubic-38.546-27.033+2
151hgnet_base.ssld_in1k28847.41952.58169.32230.67871.581.000bicubic-38.059-28.311+49
152tf_efficientnet_l2.ns_jft_in1k80047.39552.60569.83830.162480.310.960bicubic-40.967-28.818-130
153deit3_base_patch16_224.fb_in22k_ft_in1k22447.37252.62869.78530.21586.591.000bicubic-38.356-27.961+25
154tiny_vit_21m_512.dist_in22k_ft_in1k51247.23452.76670.03929.96121.271.000bicubic-39.218-27.845-44
155convformer_s36.sail_in22k_ft_in1k_38438447.15052.85069.48930.51240.011.000bicubic-39.230-28.487-39
156maxvit_large_tf_512.in1k51247.05752.94369.57530.425212.331.000bicubic-39.477-28.305-54
157seresnextaa101d_32x8d.sw_in12k_ft_in1k_28828846.96153.03969.81930.18193.591.000bicubic-39.567-28.307-54
158convnext_small.fb_in22k_ft_in1k_38438446.88253.11869.52830.47250.221.000bicubic-38.896-27.992+15
159convnextv2_huge.fcmae_ft_in1k28846.88253.11867.77732.223660.291.000bicubic-39.736-30.191-63
160convformer_s36.sail_in22k_ft_in1k22446.87753.12369.54930.45140.011.000bicubic-38.556-28.023+45
161convnextv2_large.fcmae_ft_in1k22446.78653.21467.74932.251197.961.000bicubic-38.812-29.869+26
162caformer_s36.sail_in22k_ft_in1k22446.70953.29169.76230.23839.301.000bicubic-39.077-28.068+10
163seresnextaa101d_32x8d.sw_in12k_ft_in1k22446.56053.44069.60430.39693.591.000bicubic-39.508-28.258-19
164nextvit_small.bd_ssld_6m_in1k_38438446.42853.57269.15430.84631.761.000bicubic-39.540-28.746-8
165tiny_vit_21m_384.dist_in22k_ft_in1k38446.28153.71969.21730.78321.231.000bicubic-39.827-28.493-26
166maxvit_base_tf_384.in1k38446.27153.72968.52231.478119.651.000bicubic-40.021-29.282-43
167beit_base_patch16_224.in22k_ft_in22k_in1k22446.25853.74269.90530.09586.530.900bicubic-38.986-27.747+55
168hrnet_w48_ssld.paddle_in1k28846.24853.75268.14831.85277.471.000bilinear-38.236-28.626+142
169vit_base_patch32_clip_384.openai_ft_in12k_in1k38446.21853.78269.32030.68088.300.950bicubic-39.008-28.078+55
170beitv2_base_patch16_224.in1k_ft_in1k22445.99854.00267.86532.13586.530.900bicubic-39.598-29.649+18
171seresnextaa101d_32x8d.sw_in12k_ft_in1k_28832045.88654.11468.57331.42793.591.000bicubic-40.836-29.609-78
172vit_base_patch16_384.augreg_in21k_ft_in1k38445.88654.11468.53531.46586.861.000bicubic-40.120-29.457-18
173hiera_large_224.mae_in1k_ft_in1k22445.82354.17766.31533.685213.740.900bicubic-40.221-31.333-25
174maxvit_large_tf_384.in1k38445.79854.20268.10931.891212.031.000bicubic-40.438-29.581-49
175tf_efficientnet_b8.ap_in1k67245.76454.23667.91132.08987.410.954bicubic-39.602-29.387+38
176vit_base_patch32_clip_224.laion2b_ft_in12k_in1k22445.73954.26168.88131.11988.220.900bicubic-37.567-27.649+328
177convnext_small.in12k_ft_in1k_38438445.70954.29167.82832.17250.221.000bicubic-40.477-30.092-46
178tf_efficientnet_b5.ns_jft_in1k45645.61954.38167.85832.14230.390.934bicubic-40.483-29.892-37
179swin_base_patch4_window7_224.ms_in22k_ft_in1k22445.56254.43868.51031.49087.770.900bicubic-39.708-29.058+40
180hgnet_small.ssld_in1k22445.36354.63767.74232.25824.361.000bicubic-38.397-29.120+246
181hgnetv2_b4.ssld_stage2_ft_in1k22445.32654.67467.62432.37619.801.000bicubic-38.130-29.078+295
182rdnet_large.nv_in1k_ft_in1k_38438445.32454.67666.71433.286186.271.000bicubic-40.528-30.962-18
183mvitv2_large.fb_in1k22445.32254.67865.21134.789217.990.900bicubic-39.942-31.977+38
184vit_base_patch16_224.augreg2_in21k_ft_in1k22445.13254.86867.45532.54586.570.900bicubic-39.978-30.083+55
185vit_base_patch32_clip_224.openai_ft_in1k22445.03954.96168.45731.54388.220.900bicubic-36.907-27.517+523
186nextvit_small.bd_ssld_6m_in1k22445.00854.99267.71832.28231.760.950bicubic-39.848-29.662+88
187seresnextaa101d_32x8d.sw_in12k_ft_in1k28844.87655.12467.55932.44193.591.000bicubic-41.638-30.477-83
188tiny_vit_21m_224.dist_in22k_ft_in1k22444.82355.17767.55532.44521.200.950bicubic-40.265-29.801+57
189convnextv2_large.fcmae_ft_in1k28844.80555.19565.86134.139197.961.000bicubic-41.321-31.957-51
190regnety_160.sw_in12k_ft_in1k22444.67655.32466.60833.39283.591.000bicubic-40.956-30.998-6
191regnety_160.lion_in12k_ft_in1k22444.67055.33066.57233.42883.591.000bicubic-40.952-31.094-6
192volo_d5_512.sail_in1k51244.57055.43065.75534.245296.091.150bicubic-42.496-32.219-122
193rdnet_large.nv_in1k22444.50555.49565.02834.972186.270.900bicubic-40.287-32.114+85
194convnext_small.in12k_ft_in1k22444.42455.57666.55133.44950.221.000bicubic-40.722-31.011+41
195convnextv2_tiny.fcmae_ft_in22k_in1k_38438444.30255.69866.62333.37728.641.000bicubic-40.804-31.009+45
196cait_m48_448.fb_dist_in1k44844.24755.75364.70635.294356.461.000bicubic-42.235-33.040-88
197convnext_small.fb_in22k_ft_in1k22444.23355.76767.13232.86850.221.000bicubic-40.512-30.370+86
198deit3_large_patch16_384.fb_in1k38444.18855.81264.77835.222304.761.000bicubic-41.630-32.824-29
199dm_nfnet_f6.dm_in1k44844.11655.88465.88534.115438.360.956bicubic-42.038-31.883-63
200volo_d5_448.sail_in1k44844.09855.90265.06534.935295.911.150bicubic-42.880-32.863-124
201eva02_small_patch14_336.mim_in22k_ft_in1k33644.00255.99865.93434.06622.131.000bicubic-41.758-31.676-25
202dm_nfnet_f5.dm_in1k41643.92356.07764.86935.131377.210.954bicubic-41.793-32.683-23
203deit3_huge_patch14_224.fb_in1k22443.81356.18764.33035.670632.130.900bicubic-41.409-33.032+22
204hgnetv2_b4.ssld_stage2_ft_in1k28843.79756.20366.39733.60219.801.000bicubic-40.137-30.666+184
205vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k25643.61356.38764.10635.89460.400.950bicubic-41.811-33.368+3
206regnety_120.sw_in12k_ft_in1k22443.59756.40365.86334.13751.821.000bicubic-41.393-31.421+50
207convnext_small.fb_in22k_ft_in1k28843.59356.40766.44733.55350.221.000bicubic-41.683-31.231+11
208deit3_large_patch16_224.fb_in1k22443.55956.44163.48136.519304.370.900bicubic-41.219-33.565+73
209vit_base_r50_s16_384.orig_in21k_ft_in1k38443.52456.47666.79033.20998.951.000bicubic-41.470-30.514+46
210hgnet_small.ssld_in1k28843.52256.47865.71834.28224.361.000bicubic-40.856-31.412+125
211tf_efficientnet_b4.ns_jft_in1k38043.45156.54965.46434.53619.340.922bicubic-41.725-32.024+20
212efficientvit_l3.r384_in1k38443.30256.69863.16936.831246.041.000bicubic-43.096-34.465-99
213dm_nfnet_f3.dm_in1k32043.30056.70064.23235.768254.920.940bicubic-41.796-33.154+31
214volo_d5_224.sail_in1k22443.28456.71664.10235.898295.460.960bicubic-42.794-33.476-71
215deit3_medium_patch16_224.fb_in22k_ft_in1k22443.27156.72964.91435.08638.851.000bicubic-41.295-32.264+85
216vit_base_patch16_224.augreg_in21k_ft_in1k22443.25156.74965.71234.28886.570.900bicubic-41.281-31.586+89
217volo_d4_448.sail_in1k44843.12556.87564.13035.870193.411.150bicubic-43.665-33.750-129
218hgnetv2_b4.ssld_stage1_in22k_in1k22443.08256.91865.12834.87219.801.000bicubic-39.730-31.146+348
219hgnetv2_b3.ssld_stage2_ft_in1k22443.07856.92265.37434.62616.291.000bicubic-39.732-31.038+349
220efficientvit_l3.r320_in1k32042.95257.04862.39737.603246.041.000bicubic-43.278-35.059-94
221xcit_large_24_p8_384.fb_dist_in1k38442.87657.12463.38336.617188.931.000bicubic-43.150-34.307-71
222efficientnet_b5.sw_in12k_ft_in1k44842.87457.12665.41534.58530.391.000bicubic-43.018-32.327-62
223dm_nfnet_f4.dm_in1k38442.87257.12863.47736.523316.070.951bicubic-42.624-34.013-26
224tf_efficientnetv2_l.in1k38442.86657.13464.06335.937118.521.000bicubic-42.336-33.215+4
225regnety_160.lion_in12k_ft_in1k28842.74857.25264.20435.79683.591.000bicubic-43.264-33.642-72
226vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k25642.72657.27463.99636.00438.880.950bicubic-42.218-33.392+33
227regnety_160.sw_in12k_ft_in1k28842.72257.27864.32435.67683.591.000bicubic-43.310-33.506-78
228convnext_small.in12k_ft_in1k28842.68157.31964.31435.68550.221.000bicubic-42.643-33.240-13
229maxvit_small_tf_512.in1k51242.66557.33564.55235.44869.131.000bicubic-43.439-33.206-89
230efficientvit_l3.r224_in1k22442.64257.35862.30637.694246.041.000bicubic-43.170-34.904-60
231xcit_large_24_p8_224.fb_dist_in1k22442.56157.43963.11436.886188.931.000bicubic-42.841-34.304-21
232caformer_b36.sail_in1k22442.46957.53162.86637.13498.751.000bicubic-43.033-34.450-36
233caformer_b36.sail_in1k_38438442.44357.55762.82137.17998.751.000bicubic-43.961-35.003-121
234maxvit_large_tf_224.in1k22442.43257.56863.39136.609211.790.950bicubic-42.496-33.587+30
235tf_efficientnet_b8.ra_in1k67242.42257.57864.83335.16787.410.954bicubic-42.932-32.557-21
236cait_m36_384.fb_dist_in1k38442.39657.60463.35436.646271.221.000bicubic-43.668-34.378-91
237volo_d4_224.sail_in1k22442.30857.69262.99237.008192.960.960bicubic-43.564-34.464-75
238convnextv2_tiny.fcmae_ft_in22k_in1k22442.29457.70664.48535.51528.641.000bicubic-41.572-32.531+165
239hgnetv2_b3.ssld_stage1_in22k_in1k22442.22157.77964.28135.71916.291.000bicubic-40.409-32.031+357
240efficientvit_l2.r288_in1k28842.10157.89961.44438.55663.711.000bicubic-43.513-35.916-54
241efficientvit_l3.r256_in1k25642.06657.93461.55438.446246.041.000bicubic-43.888-35.784-82
242hiera_base_plus_224.mae_in1k_ft_in1k22442.06457.93661.73838.26269.900.900bicubic-43.070-35.420-5
243caformer_s18.sail_in22k_ft_in1k_38438442.03157.96964.77235.22826.341.000bicubic-43.393-32.940-36
244regnetz_e8.ra3_in1k25641.99758.00363.81936.18157.701.000bicubic-42.445-33.197+78
245deit3_small_patch16_384.fb_in22k_ft_in1k38441.96458.03664.56035.44022.211.000bicubic-42.878-32.922+30
246vit_medium_patch16_gap_384.sw_in12k_ft_in1k38441.90758.09363.72136.27939.030.950bicubic-43.647-33.919-55
247convnextv2_base.fcmae_ft_in1k22441.90758.09362.24537.75588.721.000bicubic-42.961-34.815+26
248maxvit_tiny_tf_512.in1k51241.86858.13263.57836.42231.051.000bicubic-43.792-34.014-66
249efficientnetv2_rw_m.agc_in1k32041.85458.14662.64037.36053.241.000bicubic-42.458-34.232+93
250caformer_s36.sail_in1k_38438441.77158.22962.77037.23039.301.000bicubic-43.985-34.898-73
251hgnetv2_b4.ssld_stage1_in22k_in1k28841.70558.29563.73136.26919.801.000bicubic-41.743-33.191+227
252hgnet_tiny.ssld_in1k22441.65558.34563.54636.45414.741.000bicubic-40.139-32.456+477
253swin_small_patch4_window7_224.ms_in22k_ft_in1k22441.60258.39864.55435.44649.610.900bicubic-41.728-32.442+250
254regnety_2560.seer_ft_in1k38441.56558.43564.91635.0841,282.601.000bicubic-43.575-32.528-18
255convformer_s18.sail_in22k_ft_in1k_38438441.55958.44163.35436.64626.771.000bicubic-43.467-34.226-2
256tf_efficientnetv2_s.in21k_ft_in1k30041.52458.47664.59435.40721.461.000bicubic-41.848-32.116+236
257coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k22441.50058.50061.47738.52341.720.950bicubic-43.440-35.489+3
258caformer_m36.sail_in1k_38438441.48658.51461.53438.46656.201.000bicubic-44.674-36.282-123
259tf_efficientnet_b7.ap_in1k60041.44958.55162.87237.12866.350.949bicubic-43.683-34.384-21
260tf_efficientnet_b7.ra_in1k60041.44758.55363.05536.94566.350.949bicubic-43.483-34.145+3
261hgnetv2_b3.ssld_stage2_ft_in1k28841.41458.58663.69036.31016.291.000bicubic-42.166-33.124+194
262tf_efficientnet_b5.ap_in1k45641.39258.60862.12537.87530.390.934bicubic-42.862-34.853+89
263dm_nfnet_f5.dm_in1k54441.33158.66962.01537.985377.210.954bicubic-44.769-35.671-121
264regnety_120.sw_in12k_ft_in1k28841.32358.67763.20436.79651.821.000bicubic-44.119-34.368-62
265dm_nfnet_f3.dm_in1k41641.30658.69462.13537.865254.920.940bicubic-44.366-35.443-85
266resnetv2_152x4_bit.goog_in21k_ft_in1k48041.28258.71864.34235.658936.531.000bilinear-43.642-33.1160
267caformer_s18.sail_in22k_ft_in1k22441.20558.79563.90036.10026.341.000bicubic-42.881-33.288+102
268dm_nfnet_f6.dm_in1k57641.18258.81862.83137.169438.360.956bicubic-45.182-35.209-150
269convnext_large.fb_in1k22441.14258.85861.18238.818197.771.000bicubic-43.118-35.804+80
270tf_efficientnet_b6.ap_in1k52841.11158.88962.38337.61743.040.942bicubic-43.679-34.755+9
271convnext_tiny.in12k_ft_in1k_38438441.09158.90962.82537.17528.591.000bicubic-44.063-34.809-38
272xcit_large_24_p16_384.fb_dist_in1k38441.04258.95861.26738.733189.101.000bicubic-44.734-36.261-97
273efficientvit_l2.r224_in1k22441.02358.97760.70539.29563.711.000bicubic-44.021-36.393-24
274tf_efficientnetv2_s.in21k_ft_in1k38440.99559.00563.84936.15121.461.000bicubic-43.337-33.425+65
275tf_efficientnetv2_l.in1k48040.99159.00962.02537.975118.521.000bicubic-44.673-35.453-94
276xcit_large_24_p16_224.fb_dist_in1k22440.97959.02161.31638.684189.101.000bicubic-43.957-35.812-15
277maxvit_base_tf_224.in1k22440.89359.10761.20438.796119.470.950bicubic-43.979-35.798-6
278maxvit_small_tf_384.in1k38440.85459.14662.08037.92069.021.000bicubic-44.680-35.378-85
279edgenext_base.in21k_ft_in1k32040.84259.15861.76438.23618.511.000bicubic-43.234-35.444+91
280mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k38440.73059.27062.22637.77432.591.000bicubic-43.596-34.820+60
281resnetrs350.tf_in1k28840.72459.27661.58338.417163.961.000bicubic-43.580-35.353+62
282hrnet_w18_ssld.paddle_in1k22440.69659.30462.45837.54221.301.000bilinear-40.256-32.974+557
283efficientvit_l2.r256_in1k25640.65559.34560.55539.44563.711.000bicubic-44.713-36.701-71
284ecaresnet269d.ra2_in1k32040.58659.41461.43238.568102.091.000bicubic-44.296-35.774-15
285eca_nfnet_l2.ra3_in1k32040.54559.45561.76238.23856.721.000bicubic-43.863-35.298+43
286xcit_medium_24_p8_224.fb_dist_in1k22440.50059.50060.51239.48884.321.000bicubic-44.576-36.762-39
287vit_small_r26_s32_384.augreg_in21k_ft_in1k38440.47459.52662.76037.24036.471.000bicubic-43.600-34.554+84
288tf_efficientnetv2_m.in1k38440.47259.52861.80738.19354.141.000bicubic-44.086-35.249+14
289tf_efficientnet_b4.ap_in1k38040.47259.52861.77038.23019.340.922bicubic-42.778-34.620+218
290rexnetr_300.sw_in12k_ft_in1k22440.43359.56763.34036.66034.811.000bicubic-43.587-33.786+91
291hgnetv2_b3.ssld_stage1_in22k_in1k28840.39259.60862.48137.51916.291.000bicubic-42.722-34.231+235
292deit3_base_patch16_224.fb_in1k22440.38259.61860.16639.83486.590.900bicubic-43.412-36.416+125
293inception_next_base.sail_in1k_38438440.34159.65960.79339.20786.671.000bicubic-44.861-36.631-66
294edgenext_base.in21k_ft_in1k25640.32359.67761.32238.67818.511.000bicubic-43.111-35.520+186
295convformer_s18.sail_in22k_ft_in1k22440.30959.69161.72438.27626.771.000bicubic-43.453-35.319+130
296vit_medium_patch16_gap_256.sw_in12k_ft_in1k25640.29059.71061.66238.33838.860.950bicubic-44.160-35.556+20
297flexivit_large.600ep_in1k24040.26859.73260.35139.649304.360.950bicubic-45.262-37.143-103
298convnext_tiny.in12k_ft_in1k22440.25459.74661.79938.20128.591.000bicubic-43.742-35.289+84
299hgnet_tiny.ssld_in1k28840.24059.76061.83138.16914.741.000bicubic-42.284-34.311+317
300deit3_small_patch16_224.fb_in22k_ft_in1k22440.20959.79161.85238.14822.061.000bicubic-42.873-34.928+232
301vit_base_patch16_224_miil.in21k_ft_in1k22440.18059.82060.89139.10986.540.875bilinear-44.092-36.059+46
302regnetz_e8.ra3_in1k32040.13659.86461.31638.68457.701.000bicubic-44.898-35.954-50
303efficientnet_b4.ra2_in1k32040.12959.87161.09838.90219.341.000bicubic-42.623-35.224+272
304maxvit_rmlp_small_rw_224.sw_in1k22440.12159.87959.48040.52064.900.900bicubic-44.363-37.746+7
305xcit_medium_24_p8_384.fb_dist_in1k38440.11159.88960.54039.46084.321.000bicubic-45.731-37.062-139
306rdnet_base.nv_in1k22440.10959.89160.19039.81087.450.900bicubic-44.251-36.686+31
307efficientvit_l1.r224_in1k22440.10359.89759.51040.49052.651.000bicubic-44.353-37.348+7
308flexivit_large.1200ep_in1k24040.08759.91360.63439.366304.360.950bicubic-45.557-36.912-125
309hiera_base_224.mae_in1k_ft_in1k22440.05859.94260.77739.22351.520.900bicubic-44.468-36.263-3
310maxvit_tiny_tf_384.in1k38440.05059.95060.97639.02430.981.000bicubic-45.052-36.406-69
311flexivit_large.300ep_in1k24040.02659.97459.98640.014304.360.950bicubic-45.256-37.418-94
312mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k48039.99960.00161.71738.28332.591.000bicubic-44.781-35.625-32
313mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k44839.98760.01361.08038.92032.591.000bicubic-44.601-36.050-15
314convnextv2_tiny.fcmae_ft_in22k_in1k28839.95860.04261.81938.18128.641.000bicubic-44.464-35.435+13
315xcit_medium_24_p16_384.fb_dist_in1k38439.93860.06260.21139.78984.401.000bicubic-45.496-37.197-111
316dm_nfnet_f4.dm_in1k51239.92460.07660.42239.578316.070.951bicubic-45.936-37.230-153
317rdnet_small.nv_in1k22439.84960.15160.29039.71050.440.900bicubic-43.810-36.424+125
318convnext_tiny.fb_in22k_ft_in1k_38438439.79860.20261.53038.47028.591.000bicubic-44.300-35.252+48
319vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k25639.79660.20459.80340.19763.950.950bicubic-44.526-37.009+22
320cait_s36_384.fb_dist_in1k38439.76960.23160.46539.53568.371.000bicubic-45.689-37.015-119
321convnextv2_base.fcmae_ft_in1k28839.76160.23959.84640.15488.721.000bicubic-45.729-37.534-122
322hgnetv2_b2.ssld_stage1_in22k_in1k22439.73060.27061.66638.33411.221.000bicubic-40.864-33.780+569
323volo_d3_448.sail_in1k44839.70460.29659.76940.23186.631.000bicubic-46.808-37.941-218
324efficientnetv2_rw_m.agc_in1k41639.66960.33159.70040.30053.241.000bicubic-45.157-37.446-47
325efficientvit_l2.r384_in1k38439.65560.34559.46740.53363.711.000bicubic-46.329-38.043-170
326xception65.ra3_in1k29939.65160.34960.93139.06939.920.940bicubic-43.533-35.667+185
327hgnetv2_b2.ssld_stage2_ft_in1k22439.64760.35361.33938.66111.221.000bicubic-41.929-34.535+421
328caformer_m36.sail_in1k22439.61260.38858.70041.30056.201.000bicubic-45.628-38.506-105
329ecaresnet269d.ra2_in1k35239.59860.40260.35539.645102.091.000bicubic-45.374-36.869-71
330resnetrs420.tf_in1k32039.55560.44560.30239.698191.891.000bicubic-44.697-36.564+22
331convformer_b36.sail_in1k22439.54760.45358.08541.91599.881.000bicubic-45.283-38.865-55
332caformer_s36.sail_in1k22439.53360.46759.79340.20739.301.000bicubic-45.011-37.217-29
333tf_efficientnet_b3.ns_jft_in1k30039.48660.51461.42638.57412.230.904bicubic-44.578-35.456+40
334volo_d3_224.sail_in1k22439.48460.51659.87540.12586.330.960bicubic-45.958-37.401-131
335convnext_large.fb_in1k28839.46660.53459.23540.765197.771.000bicubic-45.396-37.975-62
336deit3_base_patch16_384.fb_in1k38439.42160.57958.94841.05286.881.000bicubic-45.665-38.300-90
337convnext_base.fb_in1k22439.41760.58359.37040.63088.591.000bicubic-44.471-37.440+59
338convnext_tiny.fb_in22k_ft_in1k22439.41160.58961.37338.62728.591.000bicubic-43.605-35.371+201
339xcit_small_24_p8_224.fb_dist_in1k22439.32360.67759.41840.58247.631.000bicubic-45.553-37.782-69
340xcit_medium_24_p16_224.fb_dist_in1k22439.29560.70559.48040.52084.401.000bicubic-44.993-37.456+5
341seresnext101d_32x8d.ah_in1k22439.29160.70959.33740.66393.591.000bicubic-44.423-37.225+89
342inception_next_base.sail_in1k22439.27260.72859.26440.73686.670.950bicubic-44.826-37.874+25
343convformer_m36.sail_in1k22439.24260.75857.64542.35557.051.000bicubic-45.244-39.221-34
344coat_lite_medium_384.in1k38439.18960.81159.29440.70644.571.000bicubic-45.705-38.082-76
345efficientnetv2_rw_s.ra2_in1k28839.16260.83859.58940.41123.941.000bicubic-43.726-36.739+209
346tiny_vit_11m_224.dist_in22k_ft_in1k22439.13860.86261.04338.95711.000.950bicubic-44.094-35.585+162
347efficientnet_b4.ra2_in1k38439.13260.86859.64540.35519.341.000bicubic-44.336-37.136+127
348vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k25639.09760.90358.81841.18260.230.950bicubic-44.813-37.868+43
349hrnet_w18_ssld.paddle_in1k28839.05860.94260.64239.35821.301.000bilinear-42.992-35.604+342
350mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k54439.04260.95860.54039.46032.591.000bicubic-45.948-36.900-93
351vit_base_patch16_rope_reg1_gap_256.sbb_in1k25639.04260.95858.63041.37086.430.950bicubic-44.848-38.044+44
352xcit_small_24_p8_384.fb_dist_in1k38439.02860.97259.21540.78547.631.000bicubic-46.554-38.357-163
353resnet200d.ra2_in1k25639.02660.97459.69540.30564.691.000bicubic-44.328-36.799+143
354tresnet_v2_l.miil_in21k_ft_in1k22439.01860.98259.48240.51846.170.875bilinear-44.884-37.014+39
355maxvit_small_tf_224.in1k22439.01460.98659.31340.68768.930.950bicubic-45.436-37.545-37
356dm_nfnet_f2.dm_in1k25639.00260.99859.14640.854193.780.920bicubic-45.090-37.760+12
357resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_38438438.98561.01562.49937.501236.341.000bicubic-44.897-34.617+42
358convformer_b36.sail_in1k_38438438.94461.05658.39841.60299.881.000bicubic-46.834-39.494-184
359convnext_tiny.in12k_ft_in1k28838.88361.11759.87540.12528.591.000bicubic-45.565-37.453-40
360coatnet_rmlp_2_rw_224.sw_in1k22438.86961.13158.07941.92173.880.950bicubic-45.733-38.667-64
361resnet152d.ra2_in1k25638.85761.14359.64940.35160.211.000bicubic-44.183-36.721+174
362vit_base_patch32_384.augreg_in21k_ft_in1k38438.84961.15160.36339.63788.301.000bicubic-44.503-36.469+137
363nextvit_large.bd_in1k_38438438.82861.17259.80940.19157.871.000bicubic-46.106-37.489-101
364regnetz_d32.ra3_in1k25638.76561.23560.03339.96727.580.950bicubic-44.669-36.603+116
365tf_efficientnetv2_m.in1k48038.76561.23559.85040.15054.141.000bicubic-46.447-37.516-138
366resnetaa101d.sw_in12k_ft_in1k22438.74561.25559.62840.37244.571.000bicubic-44.811-37.130+90
367hgnetv2_b2.ssld_stage1_in22k_in1k28838.73961.26160.29839.70211.221.000bicubic-42.717-35.712+402
368efficientvit_b3.r288_in1k28838.71461.28658.48241.51848.651.000bicubic-45.442-38.250-7
369eca_nfnet_l2.ra3_in1k38438.70861.29259.50240.49856.721.000bicubic-46.002-37.754-82
370efficientvit_b3.r256_in1k25638.68261.31858.65141.34948.651.000bicubic-45.122-38.457+45
371xcit_small_12_p8_384.fb_dist_in1k38438.66961.33158.99741.00326.211.000bicubic-46.404-38.265-123
372davit_small.msft_in1k22438.64361.35758.19541.80549.750.950bicubic-45.623-38.735-24
373resnetrs270.tf_in1k25638.60861.39259.29840.702129.861.000bicubic-44.986-37.318+80
374regnetz_040_h.ra3_in1k25638.59661.40459.25640.74428.941.000bicubic-45.172-37.436+48
375vit_medium_patch16_rope_reg1_gap_256.sbb_in1k25638.55661.44458.80041.20038.740.950bicubic-45.255-38.022+36
376convformer_m36.sail_in1k_38438438.55361.44757.72842.27257.051.000bicubic-47.027-39.820-186
377mvitv2_small.fb_in1k22438.54561.45558.11941.88134.870.900bicubic-45.227-38.439+44
378seresnextaa101d_32x8d.ah_in1k22438.54161.45958.60641.39493.591.000bicubic-45.225-38.042+46
379xcit_small_24_p16_384.fb_dist_in1k38438.50561.49558.40441.59647.671.000bicubic-46.597-38.914-137
380davit_base.msft_in1k22438.50361.49757.51542.48587.950.950bicubic-46.147-39.503-89
381vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k25638.47061.53059.38840.61222.520.950bicubic-45.332-37.570+35
382mvitv2_base.fb_in1k22438.46261.53857.92042.08051.470.900bicubic-45.988-38.908-65
383xcit_small_12_p8_224.fb_dist_in1k22438.45461.54658.83641.16426.211.000bicubic-45.796-38.038-30
384rexnetr_300.sw_in12k_ft_in1k28838.41361.58760.56939.43134.811.000bicubic-46.175-36.711-87
385fastvit_ma36.apple_dist_in1k25638.39361.60758.49441.50644.070.950bicubic-46.213-38.512-91
386convformer_s36.sail_in1k22438.39361.60757.71842.28240.011.000bicubic-45.679-39.038-13
387hgnetv2_b2.ssld_stage2_ft_in1k28838.36861.63259.82840.17211.221.000bicubic-43.992-36.576+255
388tf_efficientnet_b5.ra_in1k45638.35061.65059.93040.07030.390.934bicubic-45.478-36.836+20
389mobilenetv4_hybrid_large.ix_e600_r384_in1k38438.34061.66058.91341.08737.761.000bicubic-45.642-37.812-6
390seresnet152d.ra2_in1k25638.32161.67958.68741.31366.841.000bicubic-45.319-37.853+56
391dm_nfnet_f1.dm_in1k22438.28361.71758.13241.868132.630.910bicubic-45.169-38.500+86
392deit_base_distilled_patch16_384.fb_in1k38438.24461.75657.73042.27087.631.000bicubic-47.184-39.598-186
393xcit_large_24_p8_224.fb_in1k22438.13061.87057.87742.123188.931.000bicubic-46.256-39.357-59
394vit_base_patch16_384.orig_in21k_ft_in1k38438.12861.87260.43539.56586.861.000bicubic-46.080-36.785-37
395convnext_small.fb_in1k22438.09761.90358.41541.58550.221.000bicubic-45.051-38.087+124
396resnetv2_152x2_bit.goog_in21k_ft_in1k44838.00661.99461.18238.818236.341.000bilinear-46.504-36.252-89
397repvit_m2_3.dist_450e_in1k22437.99562.00558.17441.82623.690.950bicubic-45.748-38.218+31
398pvt_v2_b4.in1k22437.95362.04758.21941.78162.560.900bicubic-45.759-38.451+34
399cait_s24_384.fb_dist_in1k38437.91662.08458.06941.93147.061.000bicubic-47.126-39.280-149
400regnetz_040.ra3_in1k25637.90462.09657.93042.07027.121.000bicubic-45.756-38.754+43
401coat_lite_medium.in1k22437.89662.10457.82442.17644.570.900bicubic-45.706-38.890+50
402convnextv2_nano.fcmae_ft_in22k_in1k_38438437.89262.10859.44940.55115.621.000bicubic-45.470-37.291+91
403resnet152d.ra2_in1k32037.87362.12758.38041.62060.211.000bicubic-45.811-38.370+37
404nextvit_large.bd_in1k22437.85962.14158.22941.77157.870.950bicubic-45.783-38.455+41
405convformer_s36.sail_in1k_38438437.84162.15957.48442.51640.011.000bicubic-47.539-39.986-194
406hiera_small_224.mae_in1k_ft_in1k22437.77462.22657.51042.49035.010.900bicubic-46.112-39.171-9
407resnetrs350.tf_in1k38437.75362.24758.16641.834163.961.000bicubic-46.971-38.808-121
408resnetrs420.tf_in1k41637.74962.25158.22141.779191.891.000bicubic-47.265-38.895-154
409deit3_medium_patch16_224.fb_in1k22437.74762.25357.09942.90138.850.900bicubic-45.339-39.187+122
410xcit_small_24_p16_224.fb_dist_in1k22437.72162.27957.35642.64447.671.000bicubic-46.157-39.378-9
411caformer_s18.sail_in1k_38438437.67862.32257.60042.40026.341.000bicubic-47.360-39.756-160
412vit_betwixt_patch16_reg1_gap_256.sbb_in1k25637.65762.34356.77943.22160.400.950bicubic-45.988-39.768+32
413mobilenetv4_hybrid_large.e600_r384_in1k38437.64162.35958.12341.87737.761.000bicubic-46.295-38.613-26
414regnety_640.seer_ft_in1k38437.62362.37759.84240.158281.381.000bicubic-46.293-37.078-24
415xcit_small_12_p16_384.fb_dist_in1k38437.60762.39357.77942.22126.251.000bicubic-47.129-39.357-131
416regnetz_d8_evos.ch_in1k25637.57862.42258.31941.68123.461.000bicubic-45.954-38.395+45
417eca_nfnet_l1.ra2_in1k25637.56262.43857.91842.08241.411.000bicubic-45.786-38.764+83
418pvt_v2_b5.in1k22437.54462.45657.25042.75081.960.900bicubic-46.224-39.382+5
419resnet200d.ra2_in1k32037.52962.47158.30541.69564.691.000bicubic-46.447-38.515-35
420edgenext_base.usi_in1k25637.48362.51757.79842.20218.511.000bicubic-46.203-38.842+19
421vit_betwixt_patch16_reg4_gap_256.sbb_in1k25637.48262.51856.98343.01760.400.950bicubic-46.226-39.635+13
422maxvit_rmlp_tiny_rw_256.sw_in1k25637.40362.59757.18542.81529.150.950bicubic-46.837-39.599-67
423resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k22437.35662.64459.46540.535236.340.875bicubic-45.560-37.111+127
424efficientvit_b3.r224_in1k22437.35462.64657.13242.86848.650.950bicubic-46.090-39.206+55
425regnety_1280.seer_ft_in1k38437.34462.65659.15640.844644.811.000bicubic-47.084-37.928-100
426convnext_base.fb_in1k28837.31562.68557.32342.67788.591.000bicubic-47.151-39.659-113
427resnest269e.in1k41637.30362.69757.48042.520110.930.928bicubic-47.237-39.510-123
428resmlp_big_24_224.fb_in22k_ft_in1k22437.24062.76058.17241.828129.140.875bicubic-47.148-38.936-96
429vit_small_r26_s32_224.augreg_in21k_ft_in1k22437.23662.76459.04240.95836.430.900bicubic-44.630-36.978+291
430convnextv2_tiny.fcmae_ft_in1k22437.23462.76656.98143.01928.641.000bicubic-45.552-39.355+140
431pit_b_distilled_224.in1k22437.22462.77656.49943.50174.790.900bicubic-46.550-39.969-11
432repvit_m2_3.dist_300e_in1k22437.19962.80157.20542.79523.690.950bicubic-46.325-39.327+30
433rdnet_tiny.nv_in1k22437.18162.81957.28042.72023.860.900bicubic-45.643-38.912+128
434cait_s24_224.fb_dist_in1k22437.15362.84756.71843.28246.921.000bicubic-46.331-39.868+35
435vit_medium_patch16_reg4_gap_256.sbb_in1k25637.14662.85457.31342.68738.880.950bicubic-46.322-39.265+38
436pvt_v2_b3.in1k22437.13462.86657.31942.68145.240.900bicubic-45.984-39.243+88
437dm_nfnet_f2.dm_in1k35237.13262.86856.97143.029193.780.920bicubic-48.042-40.357-205
438mobilenetv4_hybrid_large.ix_e600_r384_in1k44837.12462.87657.67142.32937.761.000bicubic-47.240-39.237-102
439tiny_vit_21m_224.in1k22437.12062.88057.43542.56521.200.950bicubic-46.150-39.167+66
440volo_d1_384.sail_in1k38437.11662.88457.14042.86026.781.000bicubic-48.150-40.078-220
441efficientformer_l7.snap_dist_in1k22437.11462.88656.90843.09282.230.950bicubic-46.272-39.630+50
442vit_base_patch32_224.augreg_in21k_ft_in1k22437.10862.89259.28640.71488.220.900bicubic-43.628-36.284+428
443fastvit_sa36.apple_dist_in1k25637.10862.89257.12242.87831.530.900bicubic-46.924-39.728-64
444resnetaa101d.sw_in12k_ft_in1k28837.10462.89657.90142.09944.571.000bicubic-47.000-39.217-79
445tf_efficientnet_b3.ap_in1k30037.10062.90057.27242.72812.230.904bicubic-44.754-38.336+276
446efficientnetv2_rw_s.ra2_in1k38437.08762.91356.82643.17423.941.000bicubic-46.739-39.898-36
447maxvit_tiny_tf_224.in1k22437.06762.93356.92843.07230.920.950bicubic-46.353-39.660+38
448seresnext101_32x8d.ah_in1k22437.06162.93956.06143.93993.571.000bicubic-46.475-40.281+12
449rexnetr_200.sw_in12k_ft_in1k22437.00462.99658.83841.16216.521.000bicubic-45.534-37.564+166
450regnetz_040_h.ra3_in1k32036.99663.00457.25842.74228.941.000bicubic-47.514-39.758-142
451swinv2_base_window16_256.ms_in1k25636.99463.00656.13443.86687.920.900bicubic-47.614-40.930-157
452regnetz_d8.ra3_in1k25636.98363.01758.45941.54123.371.000bicubic-46.486-38.163+20
453xcit_small_12_p16_224.fb_dist_in1k22436.94963.05156.72943.27126.251.000bicubic-46.405-39.723+45
454volo_d1_224.sail_in1k22436.90263.09856.66343.33726.630.960bicubic-47.250-40.357-91
455inception_next_small.sail_in1k22436.88463.11656.76543.23549.370.875bicubic-46.700-39.833-1
456efficientformerv2_l.snap_dist_in1k22436.78863.21256.64943.35126.320.950bicubic-46.852-40.089-9
457seresnet152d.ra2_in1k32036.78263.21856.74343.25766.841.000bicubic-47.558-40.297-119
458ecaresnet101d.miil_in1k22436.77063.23056.99743.00344.570.950bicubic-45.430-39.131+214
459seresnext101d_32x8d.ah_in1k28836.71763.28356.44443.55693.591.000bicubic-47.685-40.478-130
460maxxvit_rmlp_small_rw_256.sw_in1k25636.69263.30856.01043.99066.010.950bicubic-47.948-41.052-168
461resnetrs200.tf_in1k25636.65463.34656.67443.32693.211.000bicubic-47.228-40.086-61
462volo_d2_224.sail_in1k22436.62563.37556.47643.52458.680.960bicubic-48.577-40.710-233
463caformer_s18.sail_in1k22436.60163.39955.84344.15726.341.000bicubic-47.067-40.677-22
464fastvit_ma36.apple_in1k25636.57863.42256.53343.46744.070.950bicubic-47.306-40.229-66
465xception65p.ra3_in1k29936.57263.42856.43843.56239.820.940bicubic-46.592-40.062+52
466mobilenetv4_hybrid_large.e600_r384_in1k44836.55663.44456.72143.27937.761.000bicubic-47.716-40.077-120
467mobilenetv4_conv_large.e600_r384_in1k38436.55263.44856.56043.44032.591.000bicubic-46.310-39.770+90
468seresnextaa101d_32x8d.ah_in1k28836.54263.45856.38943.61193.591.000bicubic-48.036-40.685-169
469fastvit_sa36.apple_in1k25636.53663.46455.99444.00631.530.900bicubic-46.968-40.636-4
470nextvit_base.bd_in1k22436.53463.46656.49043.51044.820.950bicubic-46.962-40.156-4
471focalnet_base_srf.ms_in1k22436.46463.53656.20143.79988.150.900bicubic-47.344-41.083-58
472regnetz_d32.ra3_in1k32036.42863.57257.37242.62827.580.950bicubic-47.602-39.502-93
473resnetv2_101x3_bit.goog_in21k_ft_in1k44836.42663.57459.06240.938387.931.000bilinear-48.004-38.318-149
474volo_d2_384.sail_in1k38436.42463.57656.30143.69958.871.000bicubic-49.634-41.283-327
475regnety_160.deit_in1k22436.41663.58456.47643.52483.591.000bicubic-46.534-40.042+72
476efficientnet_b3.ra2_in1k32036.41463.58656.83443.16612.231.000bicubic-45.896-39.305+175
477cait_xs24_384.fb_dist_in1k38436.41363.58756.91843.08226.671.000bicubic-47.651-39.982-103
478deit_base_distilled_patch16_224.fb_in1k22436.40963.59156.61743.38387.340.900bicubic-46.979-39.873+12
479gcvit_base.in1k22436.38563.61555.90444.09690.320.875bicubic-48.069-40.946-164
480efficientnet_b3.ra2_in1k28836.37963.62156.88343.11712.231.000bicubic-45.087-38.865+288
481resnetrs270.tf_in1k35236.36563.63556.56043.440129.861.000bicubic-48.079-40.514-160
482vit_little_patch16_reg4_gap_256.sbb_in1k25636.35963.64156.70443.29622.520.950bicubic-46.154-39.556+139
483dm_nfnet_f1.dm_in1k32036.35663.64455.71544.285132.630.910bicubic-48.340-41.465-194
484convnextv2_nano.fcmae_ft_in22k_in1k22436.34463.65657.30142.69915.621.000bicubic-45.674-38.865+210
485vit_medium_patch16_reg1_gap_256.sbb_in1k25636.30463.69656.28543.71538.880.950bicubic-47.154-40.237-10
486tresnet_m.miil_in21k_ft_in1k22436.27563.72555.80644.19431.390.875bilinear-46.815-40.306+43
487mixer_b16_224.miil_in21k_ft_in1k22436.25363.74755.96144.03959.880.875bilinear-46.057-39.753+165
488convnext_small.fb_in1k28836.25163.74955.93444.06650.221.000bicubic-47.453-40.883-53
489convformer_s18.sail_in1k_38438436.22663.77456.05343.94726.771.000bicubic-48.168-41.059-158
490resnet152.a1h_in1k22436.18763.81355.74144.25960.191.000bicubic-46.483-40.311+96
491deit3_small_patch16_384.fb_in1k38436.16563.83555.59044.41022.211.000bicubic-47.263-41.084-8
492mobilenetv4_conv_aa_large.e600_r384_in1k38436.13363.86756.01443.98632.591.000bicubic-47.001-40.364+28
493mvitv2_tiny.fb_in1k22436.12063.88055.13444.86624.170.900bicubic-46.288-41.016+140
494focalnet_base_lrf.ms_in1k22436.11463.88655.59744.40388.750.900bicubic-47.714-41.017-85
495tf_efficientnet_b2.ns_jft_in1k26036.09863.90257.49642.5049.110.890bicubic-46.314-38.738+137
496resnet101d.ra2_in1k25636.08663.91455.72944.27144.571.000bicubic-46.234-40.339+154
497regnetz_040.ra3_in1k32036.06963.93155.75544.24527.121.000bicubic-48.187-41.179-147
498regnety_320.seer_ft_in1k38436.04763.95358.46741.533145.051.000bicubic-47.287-38.245+4
499mobilenetv4_conv_large.e600_r384_in1k44835.95564.04556.01443.98632.591.000bicubic-47.463-40.598-13
500resnest200e.in1k32035.93764.06355.86944.13170.200.909bicubic-47.935-41.007-98
501nextvit_base.bd_in1k_38438435.93364.06756.21843.78244.821.000bicubic-48.793-41.006-216
502resnetrs152.tf_in1k25635.87864.12255.42144.57986.621.000bicubic-47.006-40.855+53
503resnet18.fb_swsl_ig1b_ft_in1k22435.86264.13858.46141.53911.690.875bilinear-37.426-33.293+856
504dm_nfnet_f0.dm_in1k19235.85864.14256.52343.47771.490.900bicubic-45.580-39.151+269
505eca_nfnet_l1.ra2_in1k32035.85164.14955.93444.06641.411.000bicubic-48.199-41.101-130
506sequencer2d_l.in1k22435.83164.16955.71544.28554.300.875bicubic-47.563-40.781-17
507vit_base_patch16_224.orig_in21k_ft_in1k22435.78464.21657.39542.60586.570.900bicubic-46.002-38.728+223
508gcvit_small.in1k22435.78064.22054.90845.09251.090.875bicubic-48.128-41.752-116
509vit_relpos_medium_patch16_cls_224.sw_in1k22435.72764.27354.94145.05938.760.900bicubic-46.845-41.135+104
510nfnet_l0.ra2_in1k22435.66664.33456.73943.26135.071.000bicubic-46.182-39.293+212
511regnety_080.ra3_in1k22435.61364.38755.66044.34039.181.000bicubic-47.485-40.828+17
512convnext_tiny_hnf.a2h_in1k22435.60564.39554.16345.83728.591.000bicubic-46.427-41.609+181
513xcit_small_12_p8_224.fb_in1k22435.58764.41355.61944.38126.211.000bicubic-47.769-40.855-18
514flexivit_base.1200ep_in1k24035.51964.48153.83346.16786.590.950bicubic-49.169-43.187-224
515xcit_small_24_p8_224.fb_in1k22435.51764.48454.78045.22047.631.000bicubic-48.337-41.856-111
516coat_small.in1k22435.51564.48555.17744.82321.690.900bicubic-46.861-41.037+124
517vit_small_patch16_384.augreg_in21k_ft_in1k38435.51164.48957.55742.44322.201.000bicubic-48.293-38.953-103
518xcit_large_24_p16_224.fb_in1k22435.50164.49954.76245.238189.101.000bicubic-47.389-41.120+35
519tf_efficientnet_b5.aa_in1k45635.47564.52556.19943.80130.390.934bicubic-48.221-40.515-82
520regnetz_c16.ra3_in1k25635.47364.52756.55443.44613.461.000bicubic-46.629-39.508+163
521regnetz_d8_evos.ch_in1k32035.46464.53755.77044.23023.461.000bicubic-48.688-41.004-159
522swinv2_base_window8_256.ms_in1k25635.46464.53754.63545.36587.920.900bicubic-48.782-42.267-168
523xcit_medium_24_p8_224.fb_in1k22435.44464.55654.83745.16384.321.000bicubic-48.298-41.805-94
524gc_efficientnetv2_rw_t.agc_in1k22435.43664.56455.21244.78813.681.000bicubic-45.832-40.362+274
525swinv2_small_window16_256.ms_in1k25635.42264.57854.64245.35849.730.900bicubic-48.794-42.231-169
526dm_nfnet_f0.dm_in1k25635.41064.59055.52544.47571.490.900bicubic-48.062-41.043-55
527efficientnetv2_rw_t.ra2_in1k22435.39164.60954.98645.01413.651.000bicubic-45.983-40.468+255
528resnest101e.in1k25635.38364.61755.78644.21448.280.875bilinear-47.533-40.524+23
529resnet152.a1h_in1k28835.35364.64754.65645.34460.191.000bicubic-48.141-41.866-62
530convit_base.fb_in1k22435.32264.67854.94145.05986.540.875bicubic-46.972-40.997+126
531efficientformer_l3.snap_dist_in1k22435.29264.70754.49745.50331.410.950bicubic-47.271-41.745+83
532focalnet_small_lrf.ms_in1k22435.27964.72154.92245.07850.340.900bicubic-48.229-41.664-68
533convformer_s18.sail_in1k22435.25564.74554.60945.39126.771.000bicubic-47.713-41.635+13
534xcit_tiny_24_p8_224.fb_dist_in1k22435.24164.75955.27144.72912.111.000bicubic-47.339-40.913+75
535edgenext_base.usi_in1k32035.24164.75955.14044.86018.511.000bicubic-48.725-41.630-149
536convnextv2_nano.fcmae_ft_in1k22435.23964.76155.32644.67415.621.000bicubic-46.527-40.364+198
537fastvit_sa24.apple_dist_in1k25635.20664.79454.64645.35421.550.900bicubic-48.156-41.930-43
538flexivit_base.600ep_in1k24035.15564.84553.67646.32486.590.950bicubic-49.405-43.234-237
539convnext_tiny.fb_in1k22435.12364.87654.98645.01428.591.000bicubic-46.890-40.876+157
540twins_svt_large.in1k22435.10064.90054.72145.27999.270.900bicubic-48.590-41.893-102
541regnety_032.ra_in1k22435.08064.92055.15544.84519.441.000bicubic-46.828-40.809+173
542repvgg_b3g4.rvgg_in1k22435.07864.92254.74945.25183.830.875bilinear-45.146-40.349+406
543convnextv2_tiny.fcmae_ft_in1k28835.05364.94754.20645.79428.641.000bicubic-48.423-42.512-73
544repvgg_b3.rvgg_in1k22435.02964.97154.51545.485123.090.875bilinear-45.489-40.739+355
545regnetz_d8.ra3_in1k32035.01964.98155.96344.03723.371.000bicubic-49.023-41.039-169
546repvit_m1_5.dist_450e_in1k22435.00264.99854.29745.70314.640.950bicubic-47.518-41.813+73
547rexnetr_200.sw_in12k_ft_in1k28834.96065.04055.91444.08616.521.000bicubic-48.208-40.740-33
548mobilenetv4_hybrid_medium.ix_e550_r384_in1k38434.94765.05355.70244.29811.071.000bicubic-47.953-40.858+4
549repvgg_d2se.rvgg_in1k32034.92765.07353.52446.476133.331.000bilinear-48.627-43.140-92
550resnext101_64x4d.c1_in1k22434.91765.08353.73946.26183.461.000bicubic-47.515-42.194+81
551xcit_tiny_24_p8_384.fb_dist_in1k38434.90065.10055.11644.88412.111.000bicubic-48.885-41.600-133
552resnet101d.ra2_in1k32034.87465.12654.18145.81944.571.000bicubic-48.144-42.277-14
553repvit_m1_5.dist_300e_in1k22434.87065.13054.33645.66414.640.950bicubic-47.512-41.690+86
554coatnet_1_rw_224.sw_in1k22434.86465.13653.42646.57441.720.950bicubic-48.748-42.956-105
555flexivit_base.300ep_in1k24034.84665.15453.19446.80686.590.950bicubic-49.556-43.692-225
556convnext_nano.in12k_ft_in1k22434.82965.17156.17343.82715.591.000bicubic-47.131-40.087+150
557mobilenetv4_conv_large.e500_r256_in1k25634.81765.18354.65245.34832.591.000bicubic-47.009-40.996+168
558coatnet_rmlp_1_rw_224.sw_in1k22434.80965.19153.96546.03541.690.950bicubic-48.545-42.460-61
559resnet101.a1h_in1k22434.80765.19354.57245.42844.551.000bicubic-47.127-41.130+152
560swin_s3_base_224.ms_in1k22434.80565.19553.73146.26971.130.900bicubic-49.115-42.927-171
561regnetz_c16_evos.ch_in1k25634.80365.19755.99844.00213.490.950bicubic-47.139-40.152+149
562seresnext101_32x8d.ah_in1k28834.79765.20353.52246.47893.571.000bicubic-49.397-43.340-203
563maxvit_tiny_rw_224.sw_in1k22434.78565.21553.35746.64329.060.950bicubic-48.737-43.131-100
564resnetv2_101.a1h_in1k22434.76265.23853.53846.46244.541.000bicubic-47.290-42.318+126
565hgnetv2_b1.ssld_stage1_in22k_in1k22434.73865.26255.77444.2266.341.000bicubic-43.190-37.912+615
566vit_base_patch16_rpn_224.sw_in1k22434.72365.27754.66645.33486.540.900bicubic-47.493-41.332+101
567vit_relpos_base_patch16_clsgap_224.sw_in1k22434.71765.28354.23045.77086.430.900bicubic-48.045-41.948+6
568resmlp_big_24_224.fb_distilled_in1k22434.71565.28554.53445.466129.140.875bicubic-48.879-42.120-116
569vit_large_patch32_384.orig_in21k_ft_in1k38434.70965.29155.72144.279306.631.000bicubic-46.797-39.767+191
570sequencer2d_m.in1k22434.70365.29753.99646.00438.310.875bicubic-48.109-42.656-3
571deit3_small_patch16_224.fb_in1k22434.67965.32153.12946.87122.060.900bicubic-46.695-42.421+212
572focalnet_small_srf.ms_in1k22434.67265.32954.41645.58449.890.900bicubic-48.759-42.017-91
573davit_tiny.msft_in1k22434.67265.32954.33045.67028.360.950bicubic-48.026-41.954+11
574ecaresnet101d.miil_in1k28834.66265.33854.50745.49344.570.950bicubic-48.336-42.017-32
575vit_relpos_base_patch16_224.sw_in1k22434.62465.37654.27145.72986.430.900bicubic-47.852-41.873+51
576regnetv_064.ra3_in1k22434.62265.37855.45444.54630.581.000bicubic-48.378-40.958-35
577resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k22434.61865.38255.94344.057194.030.875bilinear-47.261-40.157+142
578repvgg_b2g4.rvgg_in1k22434.60965.39154.79845.20261.760.875bilinear-44.787-39.882+455
579mobilenetv4_conv_aa_large.e600_r384_in1k48034.58965.41154.03345.96732.591.000bicubic-49.243-42.699-172
580resnetrs200.tf_in1k32034.54665.45454.25745.74393.211.000bicubic-49.898-42.715-260
581gcvit_tiny.in1k22434.54065.46053.22046.78028.220.875bicubic-48.856-43.172-93
582mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k25634.50565.49654.88245.11811.071.000bicubic-47.709-41.014+86
583poolformerv2_m48.sail_in1k22434.50165.49953.98046.02073.351.000bicubic-48.111-42.088+17
584hiera_tiny_224.mae_in1k_ft_in1k22434.47365.52753.25546.74527.910.900bicubic-48.351-42.947-21
585resnet51q.ra2_in1k25634.46165.53954.14345.85735.701.000bilinear-47.555-41.873+110
586tf_efficientnetv2_s.in1k30034.43265.56854.25945.74121.461.000bicubic-48.740-42.077-73
587convnextv2_nano.fcmae_ft_in22k_in1k28834.42465.57655.02044.98015.621.000bicubic-48.242-41.526+1
588efficientvit_b2.r256_in1k25634.41865.58253.59146.40924.331.000bicubic-48.294-42.501-7
589resnetrs152.tf_in1k32034.39565.60653.52646.47486.621.000bicubic-49.315-43.084-156
590resnest50d_4s2x40d.in1k22434.35765.64354.72345.27730.420.875bicubic-46.789-40.843+226
591pvt_v2_b2_li.in1k22434.32865.67254.08845.91222.550.900bicubic-47.874-42.022+80
592crossvit_18_dagger_408.in1k40834.23765.76353.09246.90844.611.000bicubic-49.965-43.740-234
593tf_efficientnetv2_b3.in21k_ft_in1k24034.23565.76555.77844.22214.360.900bicubic-46.841-40.142+231
594xcit_medium_24_p16_224.fb_in1k22434.23565.76553.15546.84584.401.000bicubic-48.397-42.825+1
595efficientvit_b2.r288_in1k28834.22765.77353.52646.47424.331.000bicubic-48.859-42.778-65
596resnetrs101.tf_in1k19234.20865.79254.54245.45863.620.940bicubic-46.494-40.702+281
597tf_efficientnet_b1.ns_jft_in1k24034.18465.81655.51144.4897.790.882bicubic-47.204-40.247+183
598pit_s_distilled_224.in1k22434.17465.82653.36946.63124.040.900bicubic-47.668-42.331+125
599efficientnetv2_rw_t.ra2_in1k28834.15765.84353.16146.83913.651.000bicubic-48.195-43.015+45
600hgnetv2_b1.ssld_stage2_ft_in1k22434.11765.88355.05344.9476.341.000bicubic-44.657-39.389+505
601tf_efficientnet_b4.aa_in1k38034.10665.89454.21045.79019.340.922bicubic-48.930-42.082-65
602fastvit_sa24.apple_in1k25634.08065.92053.75046.25021.550.900bicubic-48.626-42.528-20
603twins_pcpvt_large.in1k22434.07665.92454.11045.89060.990.900bicubic-49.092-42.500-88
604resnetv2_101.a1h_in1k28834.07265.92852.31447.68644.541.000bicubic-48.930-44.130-64
605mobilenetv4_hybrid_medium.ix_e550_r384_in1k44834.07065.93054.41845.58211.071.000bicubic-49.352-42.314-121
606efficientformerv2_s2.snap_dist_in1k22434.06665.93453.53046.47012.710.950bicubic-48.100-42.176+70
607tf_efficientnet_b6.aa_in1k52834.06065.94054.56645.43443.040.942bicubic-50.058-42.326-243
608resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k22434.05465.94555.59644.40488.790.875bilinear-47.566-40.441+135
609xcit_small_24_p16_224.fb_in1k22434.03765.96353.26946.73147.671.000bicubic-48.543-42.731+2
610mobilenetv4_conv_large.e500_r256_in1k32034.03365.96753.75446.24632.591.000bicubic-48.641-42.562-25
611efficientnet_b3_pruned.in1k30034.01365.98754.10445.8969.860.904bicubic-46.859-41.168+243
612nfnet_l0.ra2_in1k28834.00265.99954.35645.64435.071.000bicubic-48.755-42.138-38
613nextvit_small.bd_in1k_38438433.99866.00253.87046.13031.761.000bicubic-50.037-43.118-236
614regnety_160.deit_in1k28833.99666.00453.55846.44283.591.000bicubic-49.704-43.228-178
615resnext101_64x4d.tv_in1k22433.99266.00852.51247.48883.460.875bilinear-48.986-43.740-70
616gc_efficientnetv2_rw_t.agc_in1k28833.99066.01053.28546.71513.681.000bicubic-48.490-43.015+9
617resnext101_32x8d.tv2_in1k17633.96066.04052.45947.54188.790.965bilinear-47.952-43.333+96
618cs3edgenet_x.c2_in1k25633.86066.14053.29146.70947.821.000bicubic-48.406-42.819+41
619resnext101_64x4d.c1_in1k28833.85466.14652.17247.82883.461.000bicubic-49.304-44.198-101
620swinv2_cr_small_ns_224.sw_in1k22433.84266.15852.63447.36649.700.900bicubic-49.648-43.852-152
621poolformerv2_s36.sail_in1k22433.83666.16453.67246.32830.791.000bicubic-47.740-42.008+128
622xcit_small_12_p16_224.fb_in1k22433.82766.17353.15546.84526.251.000bicubic-48.155-42.659+79
623nextvit_small.bd_in1k22433.81166.18953.18146.81931.760.950bicubic-48.809-43.041-24
624resnet101.a1h_in1k28833.77266.22853.13146.86944.551.000bicubic-49.031-43.187-55
625repvit_m3.dist_in1k22433.76866.23253.11046.89010.680.950bicubic-47.720-42.452+138
626cs3se_edgenet_x.c2ns_in1k25633.74466.25653.23046.77050.721.000bicubic-49.036-43.084-54
627resnetv2_50x3_bit.goog_in21k_ft_in1k44833.74066.26055.93544.065217.321.000bilinear-50.280-41.048-247
628hgnetv2_b1.ssld_stage1_in22k_in1k28833.72866.27254.34445.6566.341.000bicubic-45.320-40.538+451
629swin_s3_small_224.ms_in1k22433.68966.31152.40847.59249.740.900bicubic-50.089-44.052-210
630mobilenetv4_hybrid_medium.e500_r224_in1k22433.68566.31553.29446.70611.071.000bicubic-46.709-42.048+287
631swinv2_small_window8_256.ms_in1k25633.66566.33552.77847.22249.730.900bicubic-50.179-43.872-226
632resnet152.tv2_in1k22433.63266.36851.65048.35060.190.965bilinear-48.660-44.350+25
633resnet51q.ra2_in1k28833.59566.40553.02746.97335.701.000bilinear-48.761-43.151+10
634inception_next_tiny.sail_in1k22433.59366.40753.04546.95528.060.875bicubic-48.915-42.955-12
635regnety_064.ra3_in1k22433.58966.41153.28846.71230.581.000bicubic-49.225-42.987-70
636regnetv_040.ra3_in1k22433.58566.41553.07846.92220.641.000bicubic-48.853-43.114-6
637resnet61q.ra2_in1k25633.56566.43552.26147.73936.851.000bicubic-48.357-43.581+75
638xcit_tiny_24_p16_384.fb_dist_in1k38433.54666.45452.79947.20112.121.000bicubic-49.034-43.455-29
639eca_nfnet_l0.ra2_in1k22433.54466.45654.16745.83324.141.000bicubic-48.058-41.875+107
640mobilenetv4_hybrid_medium.e500_r224_in1k25633.50866.49252.87047.13011.071.000bicubic-47.776-42.870+156
641vit_relpos_medium_patch16_224.sw_in1k22433.50466.49652.58947.41138.750.900bicubic-48.962-43.495-14
642regnety_080.ra3_in1k28833.47766.52352.89947.10139.181.000bicubic-50.463-43.981-256
643cs3edgenet_x.c2_in1k28833.45566.54552.93147.06947.821.000bicubic-49.291-43.459-67
644convmixer_1536_20.in1k22433.44566.55553.05546.94551.630.960bicubic-47.925-42.575+140
645regnety_032.ra_in1k28833.43466.56652.77847.22219.441.000bicubic-49.290-43.646-66
646sequencer2d_s.in1k22433.42866.57252.38547.61527.650.875bicubic-48.912-43.645-1
647tf_efficientnetv2_b3.in21k_ft_in1k30033.42666.57455.02244.97814.360.900bicubic-49.240-41.608-60
648crossvit_18_240.in1k24033.39666.60452.25947.74143.270.875bicubic-48.990-43.807-10
649gernet_l.idstcv_in1k25633.39266.60851.78548.21531.080.875bilinear-47.964-43.765+136
650regnetz_c16.ra3_in1k32033.38366.61854.27145.72913.461.000bicubic-49.277-42.061-61
651vit_srelpos_medium_patch16_224.sw_in1k22433.38066.62052.49347.50738.740.900bicubic-48.870-43.435+10
652tiny_vit_5m_224.dist_in22k_ft_in1k22433.34566.65555.04944.9515.390.950bicubic-47.517-40.623+204
653crossvit_15_dagger_408.in1k40833.34566.65552.24347.75728.501.000bicubic-50.495-44.537-247
654wide_resnet50_2.racm_in1k22433.31266.68852.45947.54168.880.950bicubic-48.228-43.125+101
655wide_resnet101_2.tv2_in1k22433.28666.71451.45548.545126.890.965bilinear-49.230-44.557-35
656crossvit_18_dagger_240.in1k24033.28466.71652.19047.81044.270.875bicubic-49.238-43.876-38
657tresnet_xl.miil_in1k22433.27666.72452.31047.69078.440.875bilinear-48.788-43.620+31
658swin_tiny_patch4_window7_224.ms_in22k_ft_in1k22433.27266.72855.24644.75428.290.900bicubic-47.694-40.774+177
659fbnetv3_g.ra2_in1k24033.23966.76153.73146.26916.620.950bilinear-48.011-41.951+143
660nest_base_jx.goog_in1k22433.22366.77751.82748.17367.720.875bicubic-50.323-44.539-202
661convnext_tiny.fb_in1k28833.18066.82052.66847.33228.591.000bicubic-49.514-43.476-77
662resnest50d_1s4x24d.in1k22433.17266.82852.85247.14825.680.875bicubic-47.846-42.484+169
663convnext_nano.in12k_ft_in1k28833.13566.86553.98246.01815.591.000bicubic-49.747-42.580-107
664resnet61q.ra2_in1k28833.12166.87951.71848.28236.851.000bicubic-49.403-44.796-47
665vit_relpos_medium_patch16_rpn_224.sw_in1k22433.10366.89752.39247.60838.730.900bicubic-49.205-43.590-12
666rexnet_300.nav_in1k22433.09066.91052.36747.63334.710.875bicubic-49.692-43.865-95
667maxxvit_rmlp_nano_rw_256.sw_in1k25633.08266.91851.90748.09316.780.950bicubic-49.944-44.437-130
668mobilenetv4_hybrid_medium.ix_e550_r256_in1k25633.07066.93052.76247.23811.071.000bicubic-48.238-42.930+121
669twins_pcpvt_base.in1k22433.06266.93852.60747.39343.830.900bicubic-49.670-43.739-91
670tf_efficientnetv2_s.in1k38433.05466.94651.90148.09921.461.000bicubic-50.842-44.797-276
671pvt_v2_b2.in1k22433.03966.96152.01547.98525.360.900bicubic-49.049-43.941+14
672hgnetv2_b1.ssld_stage2_ft_in1k28833.03566.96553.53046.4706.341.000bicubic-46.869-41.618+306
673nest_small_jx.goog_in1k22433.02966.97151.05248.94838.350.875bicubic-50.093-45.282-150
674crossvit_base_240.in1k24033.02366.97751.37148.629105.030.875bicubic-49.205-44.443-10
675poolformerv2_m36.sail_in1k22433.01966.98151.85448.14656.081.000bicubic-49.195-44.416-6
676xcit_tiny_24_p16_224.fb_dist_in1k22433.01166.98952.08447.91612.121.000bicubic-47.455-42.950+231
677rexnet_200.nav_in1k22432.97867.02252.94347.05716.370.875bicubic-48.660-42.725+65
678resnest50d.in1k22432.96067.04052.71747.28327.480.875bilinear-47.998-42.853+160
679convit_small.fb_in1k22432.95667.04452.15347.84727.780.875bicubic-48.458-43.997+99
680mobilenetv4_conv_blur_medium.e500_r224_in1k22432.95067.05052.53847.4629.721.000bicubic-46.344-42.330+370
681crossvit_15_dagger_240.in1k24032.92567.07551.80348.19728.210.875bicubic-49.405-44.151-34
682tf_efficientnet_b3.aa_in1k30032.92367.07752.92147.07912.230.904bicubic-48.729-42.803+57
683swin_base_patch4_window12_384.ms_in1k38432.91167.08951.77048.23087.901.000bicubic-51.565-45.116-371
684convnext_tiny_hnf.a2h_in1k28832.90567.09551.19848.80228.591.000bicubic-49.703-44.826-83
685vit_small_patch16_224.augreg_in21k_ft_in1k22432.89567.10553.94946.05122.050.900bicubic-48.519-41.787+92
686pnasnet5large.tf_in1k33132.87667.12450.55949.44186.060.911bicubic-49.953-45.663-126
687hgnet_small.paddle_in1k22432.87067.13052.81547.18524.361.000bicubic-48.470-43.027+100
688twins_svt_base.in1k22432.84667.15451.52448.47656.070.900bicubic-50.278-44.904-166
689regnetv_064.ra3_in1k28832.82867.17252.89047.11030.581.000bicubic-50.920-43.856-262
690convnextv2_nano.fcmae_ft_in1k28832.80367.19752.67247.32815.621.000bicubic-49.693-43.608-66
691resnet152.a1_in1k22432.80167.19950.23749.76360.191.000bicubic-49.091-44.999+26
692nasnetalarge.tf_in1k33132.79767.20350.17449.82688.750.911bicubic-49.839-45.886-98
693ecaresnet50t.ra2_in1k25632.79567.20552.81147.18925.570.950bicubic-48.645-42.893+79
694resnet152d.gluon_in1k22432.76467.23751.07648.92460.210.875bicubic-47.712-44.160+210
695gernet_m.idstcv_in1k22432.75267.24851.89548.10521.140.875bilinear-47.982-43.291+177
696inception_resnet_v2.tf_in1k29932.74467.25650.65549.34555.840.897bicubic-47.716-44.653+214
697repvit_m1_1.dist_450e_in1k22432.74067.26052.67547.3258.800.950bicubic-48.564-42.451+94
698seresnext50_32x4d.racm_in1k22432.72467.27652.32847.67227.560.950bicubic-48.572-43.258+97
699pit_b_224.in1k22432.70367.29749.84850.15273.760.900bicubic-49.757-45.860-70
700tf_efficientnet_b2.ap_in1k26032.66967.33152.24147.7599.110.890bicubic-47.627-42.791+234
701mobilenetv4_conv_medium.e500_r256_in1k25632.65567.34552.94947.0519.721.000bicubic-47.161-42.199+292
702swin_base_patch4_window7_224.ms_in1k22432.65367.34751.56948.43187.770.900bicubic-50.957-44.881-252
703fbnetv3_g.ra2_in1k28832.62467.37652.90747.09316.620.950bilinear-49.416-43.157-11
704regnety_320.tv2_in1k22432.61467.38650.28449.716145.050.965bicubic-50.560-46.134-192
705mobilenetv4_conv_blur_medium.e500_r224_in1k25632.60467.39652.36347.6379.721.000bicubic-47.548-42.407+251
706resnext101_32x8d.tv2_in1k22432.57167.42950.15449.84688.790.965bilinear-50.261-46.078-148
707regnetz_c16_evos.ch_in1k32032.55967.44152.94347.05713.490.950bicubic-50.083-43.537-114
708cait_xxs36_384.fb_dist_in1k38432.54967.45152.25347.74717.371.000bicubic-49.659-43.897-39
709tresnet_l.miil_in1k22432.54967.45151.12748.87355.990.875bilinear-48.949-44.525+54
710regnety_040.ra3_in1k22432.52067.48051.60548.39520.651.000bicubic-49.714-44.379-47
711resnetaa50d.sw_in12k_ft_in1k22432.47767.52352.76047.24025.581.000bicubic-49.291-43.282+22
712edgenext_small.usi_in1k25632.42767.57352.02547.9755.591.000bicubic-48.439-43.203+143
713gmlp_s16_224.ra3_in1k22432.41667.58451.82348.17719.420.875bicubic-47.228-42.805+301
714wide_resnet101_2.tv2_in1k17632.39467.60650.11349.887126.890.965bilinear-47.834-44.991+232
715maxvit_nano_rw_256.sw_in1k25632.38467.61650.60849.39215.450.950bicubic-50.560-45.616-167
716inception_resnet_v2.tf_ens_adv_in1k29932.37667.62450.43149.56955.840.897bicubic-47.616-44.525+250
717deit_base_patch16_224.fb_in1k22432.36867.63250.98049.02086.570.900bicubic-49.612-44.808-14
718mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k32032.36567.63551.80348.19711.071.000bicubic-50.625-44.867-175
719swin_small_patch4_window7_224.ms_in1k22432.34967.65150.91349.08749.610.900bicubic-50.879-45.413-210
720resnet152s.gluon_in1k22432.34767.65350.53249.46860.320.875bicubic-48.701-44.910+108
721repvit_m1_1.dist_300e_in1k22432.29267.70851.94848.0528.800.950bicubic-48.534-43.226+140
722deit_small_distilled_patch16_224.fb_in1k22432.28467.71652.11147.88922.440.900bicubic-48.932-43.268+84
723poolformerv2_s24.sail_in1k22432.27667.72451.49048.51021.341.000bicubic-48.476-43.828+146
724xcit_tiny_24_p8_224.fb_in1k22432.23967.76151.87848.12212.111.000bicubic-49.651-44.102-6
725seresnext101_64x4d.gluon_in1k22432.20367.79750.32549.67588.230.875bicubic-48.679-44.981+124
726resnet50.ram_in1k22432.19767.80251.08248.91825.560.950bicubic-46.613-43.334+373
727regnetx_320.tv2_in1k22432.19667.80449.36450.636107.810.965bicubic-50.628-46.916-165
728resnetv2_50d_gn.ah_in1k22432.19467.80651.33948.66125.571.000bicubic-48.638-43.935+132
729mobilenetv4_conv_medium.e500_r224_in1k22432.13567.86551.72848.2729.721.000bicubic-46.751-42.940+364
730gcvit_xtiny.in1k22432.12967.87151.14148.85919.980.875bicubic-49.839-44.825-26
731coat_lite_small.in1k22432.12767.87349.98350.01719.840.900bicubic-50.175-45.851-77
732seresnext101_32x4d.gluon_in1k22432.12367.87751.22148.77948.960.875bicubic-48.763-44.047+115
733convnextv2_pico.fcmae_ft_in1k22432.11967.88152.10647.8949.070.950bicubic-48.087-42.976+216
734tiny_vit_11m_224.in1k22432.09367.90751.30648.69411.000.950bicubic-49.445-44.564+22
735coatnext_nano_rw_224.sw_in1k22432.09367.90751.03348.96714.700.900bicubic-49.905-44.855-36
736tf_efficientnet_b7.aa_in1k60032.08767.91252.15547.84566.350.949bicubic-52.337-44.753-410
737flexivit_small.1200ep_in1k24032.08067.92050.31349.68722.060.950bicubic-50.512-45.837-129
738efficientvit_b2.r224_in1k22432.07467.92650.93649.06424.330.950bicubic-50.092-44.974-61
739maxxvitv2_nano_rw_256.sw_in1k25632.06667.93450.32949.67123.700.950bicubic-51.038-46.005-212
740focalnet_tiny_lrf.ms_in1k22432.06467.93651.43548.56528.650.900bicubic-50.110-44.512-66
741mobilenet_edgetpu_v2_m22432.01167.98951.31648.6848.460.950bicubic-48.023-43.740+223
742deit_base_patch16_384.fb_in1k38431.98568.01550.53949.46186.861.000bicubic-51.131-45.827-217
743maxvit_rmlp_nano_rw_256.sw_in1k25631.96868.03250.62049.38015.500.950bicubic-51.012-45.652-199
744mobilenetv4_hybrid_medium.ix_e550_r256_in1k32031.95468.04651.46348.53711.071.000bicubic-50.542-44.765-121
745xcit_tiny_12_p8_224.fb_dist_in1k22431.94668.05451.38648.6146.711.000bicubic-49.266-44.230+63
746vit_wee_patch16_reg1_gap_256.sbb_in1k25631.88568.11551.58348.41713.420.950bicubic-48.383-43.777+194
747coatnet_bn_0_rw_224.sw_in1k22431.88368.11750.99949.00127.440.950bicubic-50.511-44.845-113
748levit_conv_384.fb_dist_in1k22431.87368.12750.62449.37639.130.900bicubic-50.727-45.396-144
749levit_384.fb_dist_in1k22431.86968.13150.62649.37439.130.900bicubic-50.729-45.390-144
750resnetrs101.tf_in1k28831.86568.13551.01148.98963.620.940bicubic-50.429-44.989-95
751mobilenetv4_conv_medium.e500_r256_in1k32031.86368.13651.81948.1819.721.000bicubic-49.016-43.943+99
752cs3se_edgenet_x.c2ns_in1k32031.85268.14850.82249.17850.721.000bicubic-51.692-45.842-293
753hgnetv2_b0.ssld_stage1_in22k_in1k22431.83668.16452.22147.7796.001.000bicubic-44.978-41.248+503
754ecaresnetlight.miil_in1k22431.83268.16851.09648.90430.160.950bicubic-48.518-44.094+169
755mobilenetv4_conv_medium.e500_r224_in1k25631.83068.17051.58348.4179.721.000bicubic-48.008-43.611+233
756cs3sedarknet_x.c2ns_in1k25631.80868.19251.16048.84035.401.000bicubic-50.272-44.962-69
757ecaresnet101d_pruned.miil_in1k22431.77768.22350.89949.10124.880.950bicubic-49.181-44.473+80
758vit_relpos_small_patch16_224.sw_in1k22431.77568.22550.60849.39221.980.900bicubic-49.701-45.216+7
759flexivit_small.600ep_in1k24031.76568.23549.58150.41922.060.950bicubic-50.627-46.633-122
760tf_efficientnetv2_b3.in1k24031.74468.25651.09948.90114.360.904bicubic-48.968-44.077+114
761poolformer_m48.sail_in1k22431.66968.33149.84250.15873.470.950bicubic-50.793-46.126-133
762tnt_s_patch16_22422431.66368.33751.17048.83023.760.900bicubic-49.873-44.566-5
763convnext_tiny.fb_in22k_ft_in1k28831.64368.35751.76848.23228.591.000bicubic-47.307-42.940+323
764ecaresnet50d.miil_in1k22431.64168.35951.62048.38025.580.950bicubic-49.013-43.786+121
765resnet50d.ra2_in1k22431.64168.35950.69149.30925.580.950bicubic-48.835-44.503+138
766resnetv2_50x1_bit.goog_distilled_in1k22431.64068.36151.31248.68825.550.875bicubic-51.180-45.214-202
767eca_nfnet_l0.ra2_in1k28831.62668.37451.60648.39424.141.000bicubic-50.970-44.886-161
768resnet50.b1k_in1k22431.62068.38050.74249.25825.561.000bicubic-47.732-43.860+273
769focalnet_tiny_srf.ms_in1k22431.61668.38450.86849.13228.430.900bicubic-50.528-45.102-90
770hgnetv2_b0.ssld_stage2_ft_in1k22431.58468.41651.69948.3016.001.000bicubic-45.706-41.965+457
771gcresnet50t.ra2_in1k25631.55768.44351.06448.93625.901.000bicubic-49.383-44.372+70
772coatnet_rmlp_nano_rw_224.sw_in1k22431.55368.44750.22349.77715.150.900bicubic-50.509-45.647-83
773xception41p.ra3_in1k29931.54768.45350.37249.62826.910.940bicubic-50.433-45.370-71
774resnet152.tv2_in1k17631.54568.45549.09950.90160.190.965bilinear-48.227-45.789+222
775mobilevitv2_200.cvnets_in22k_ft_in1k25631.53968.46151.83448.16618.450.888bicubic-50.783-44.106-127
776wide_resnet50_2.racm_in1k28831.52168.47850.37849.62268.880.950bicubic-50.745-45.684-116
777nf_resnet50.ra2_in1k25631.49068.51050.76949.23125.560.940bicubic-48.738-44.085+168
778convnext_nano_ols.d1h_in1k22431.48468.51650.12949.87115.651.000bicubic-49.426-45.127+67
779resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k22431.46668.53452.15147.84944.180.875bilinear-49.470-43.581+63
780regnety_064.ra3_in1k28831.46668.53450.48849.51230.581.000bicubic-52.246-46.240-349
781poolformer_m36.sail_in1k22431.46668.53450.02549.97556.170.950bicubic-50.638-45.673-99
782flexivit_small.300ep_in1k24031.45368.54749.22150.77922.060.950bicubic-50.717-46.805-107
783repvit_m1_0.dist_450e_in1k22431.44368.55750.68749.3137.300.950bicubic-49.003-44.233+130
784resnet152.a1_in1k28831.43368.56748.66551.33560.191.000bicubic-51.311-47.053-207
785convnext_nano.d1h_in1k22431.42968.57150.31949.68115.591.000bicubic-49.239-44.917+98
786rexnet_150.nav_in1k22431.42568.57551.32448.6769.730.875bicubic-48.885-43.846+144
787resnet152.a2_in1k22431.42568.57548.04851.95260.191.000bicubic-50.347-47.158-55
788resnet101.a1_in1k22431.40068.60048.25651.74444.551.000bicubic-50.164-46.838-37
789inception_v4.tf_in1k29931.38868.61249.24850.75242.680.875bicubic-48.756-45.734+169
790resnet101.tv2_in1k22431.36668.63449.57850.42244.550.965bilinear-50.540-46.190-75
791efficientformer_l1.snap_dist_in1k22431.35868.64250.51449.48612.290.950bicubic-49.144-44.478+109
792repvit_m2.dist_in1k22431.33568.66550.67549.3258.800.950bicubic-49.133-44.497+114
793pit_s_224.in1k22431.32568.67549.67750.32323.460.900bicubic-49.801-45.651+26
794regnety_032.tv2_in1k22431.31368.68750.13549.86519.440.965bicubic-50.485-45.711-68
795wide_resnet50_2.tv2_in1k17631.31368.68749.80850.19268.880.965bilinear-49.083-45.326+122
796swinv2_tiny_window16_256.ms_in1k25631.29968.70149.68350.31728.350.900bicubic-51.529-46.355-237
797crossvit_15_240.in1k24031.29768.70350.20049.80027.530.875bicubic-50.221-45.496-39
798coatnet_0_rw_224.sw_in1k22431.28468.71648.65151.34927.440.950bicubic-51.110-47.543-163
799vit_srelpos_small_patch16_224.sw_in1k22431.28268.71850.26449.73621.970.900bicubic-49.826-45.316+21
800crossvit_small_240.in1k24031.28268.71850.19749.80326.860.875bicubic-49.758-45.271+29
801cait_xxs36_224.fb_dist_in1k22431.28068.72050.63649.36417.301.000bicubic-48.458-44.226+198
802repvit_m1_0.dist_300e_in1k22431.27068.73050.82049.1807.300.950bicubic-48.882-44.478+155
803swinv2_cr_small_224.sw_in1k22431.25468.74648.76151.23949.700.900bicubic-51.872-47.349-282
804cspresnet50.ra_in1k25631.24868.75251.24348.75721.620.887bilinear-48.340-43.447+213
805convmixer_768_32.in1k22431.23568.76550.93649.06421.110.960bicubic-48.923-44.134+150
806regnetv_040.ra3_in1k28831.22768.77350.10949.89120.641.000bicubic-51.973-46.549-296
807cspresnext50.ra_in1k25631.22568.77550.91149.08920.570.887bilinear-49.327-44.419+86
808hgnetv2_b0.ssld_stage1_in22k_in1k28831.22168.77951.49648.5046.001.000bicubic-46.819-42.748+361
809vit_pwee_patch16_reg1_gap_256.sbb_in1k25631.21968.78151.09948.90115.250.950bicubic-48.859-44.030+151
810swin_s3_tiny_224.ms_in1k22431.21968.78149.71450.28628.330.900bicubic-50.909-46.244-130
811mobilenet_edgetpu_v2_m25631.21768.78350.32749.6738.460.950bicubic-49.447-45.117+73
812coat_mini.in1k22431.20968.79149.77750.22310.340.900bicubic-50.095-45.795-20
813cs3darknet_x.c2ns_in1k25631.20568.79550.01549.98535.051.000bicubic-50.689-45.943-97
814xcit_tiny_12_p8_384.fb_dist_in1k38431.18868.81250.51449.4866.711.000bicubic-51.204-45.526-178
815fastvit_sa12.apple_dist_in1k25631.16868.83249.99150.00911.580.900bicubic-50.674-45.733-91
816resnext50_32x4d.a1h_in1k22431.16668.83449.54350.45725.031.000bicubic-49.838-45.739+17
817ese_vovnet39b.ra_in1k22431.14668.85450.68349.31724.570.950bicubic-48.220-44.045+222
818resnet101s.gluon_in1k22431.14668.85449.82050.18044.670.875bicubic-49.158-45.330+114
819repvit_m0_9.dist_300e_in1k22431.13168.87050.76949.2315.490.950bicubic-47.523-43.345+299
820edgenext_small.usi_in1k32031.12568.87550.14649.8545.591.000bicubic-50.447-45.566-70
821resnet152.a3_in1k16031.11168.88949.25050.75060.190.950bicubic-47.785-44.874+271
822tf_efficientnet_cc_b0_8e.in1k22431.10368.89750.79349.20724.010.875bicubic-46.821-42.857+360
823coatnet_nano_rw_224.sw_in1k22431.10368.89749.57550.42515.140.900bicubic-50.601-46.075-87
824resmlp_36_224.fb_distilled_in1k22431.09968.90149.69350.30744.690.875bicubic-50.051-45.815-10
825resnetaa50.a1h_in1k22431.09768.90349.67750.32325.561.000bicubic-49.513-45.399+64
826ecaresnet50t.ra2_in1k32031.05068.95050.59049.41025.570.950bicubic-51.320-45.530-185
827resnet50.b2k_in1k22431.03668.96449.66350.33725.561.000bicubic-48.186-44.895+233
828cs3sedarknet_x.c2ns_in1k28831.03068.97050.15449.84635.401.000bicubic-51.620-46.194-238
829cspdarknet53.ra_in1k25631.01368.98750.38449.61627.640.887bilinear-49.063-44.686+132
830regnety_160.tv2_in1k22431.01168.98949.10550.89583.590.965bicubic-51.635-47.125-239
831resnext101_64x4d.gluon_in1k22431.01168.98948.53351.46783.460.875bicubic-49.629-46.467+57
832resnet152c.gluon_in1k22430.99569.00548.95051.05060.210.875bicubic-48.911-45.900+144
833tresnet_m.miil_in1k22430.99569.00548.69251.30831.390.875bilinear-49.821-46.170+30
834twins_svt_small.in1k22430.96769.03349.19950.80124.060.900bicubic-50.725-46.469-97
835regnetz_b16.ra3_in1k22430.96569.03549.69450.3069.721.000bicubic-48.809-45.378+159
836resnet50.a1h_in1k17630.96269.03849.93650.06425.561.000bicubic-48.142-44.610+236
837gcresnet50t.ra2_in1k28830.95969.04050.07649.92425.901.000bicubic-50.492-45.628-67
838hgnetv2_b0.ssld_stage2_ft_in1k28830.90369.09751.05648.9446.001.000bicubic-47.695-43.324+281
839seresnet50.ra2_in1k22430.90169.09950.08049.92028.090.950bicubic-49.385-45.046+97
840tf_efficientnet_cc_b1_8e.in1k24030.89969.10150.08749.91339.720.882bicubic-48.421-44.293+207
841regnety_080_tv.tv2_in1k22430.89769.10348.71851.28239.380.965bicubic-51.695-47.526-234
842tf_efficientnetv2_b3.in1k30030.89569.10549.80350.19714.360.904bicubic-51.063-45.979-135
843resmlp_24_224.fb_distilled_in1k22430.89169.10950.14449.85630.020.875bicubic-49.875-45.076+25
844cs3sedarknet_l.c2ns_in1k25630.88369.11750.31549.68521.910.950bicubic-50.347-45.453-39
845repvit_m0_9.dist_450e_in1k22430.87969.12150.14449.8565.490.950bicubic-48.179-44.244+232
846resnext101_32x4d.gluon_in1k22430.86969.13148.55351.44744.180.875bicubic-49.467-46.355+79
847hgnet_tiny.paddle_in1k22430.85369.14750.27449.72614.741.000bicubic-48.875-44.490+154
848resnet50.c1_in1k22430.84469.15649.87150.12925.561.000bicubic-48.860-44.937+160
849tf_efficientnet_lite4.in1k38030.83869.16250.39849.60213.010.920bilinear-50.708-45.268-95
850resnetv2_50d_evos.ah_in1k22430.82469.17649.26250.73825.591.000bicubic-50.050-45.998+3
851resnetaa50d.sw_in12k_ft_in1k28830.81269.18850.58149.41925.581.000bicubic-51.832-45.909-259
852efficientvit_b1.r288_in1k28830.80069.20049.96850.0329.101.000bicubic-49.518-45.006+77
853resnetv2_50.a1h_in1k22430.74569.25549.01150.98925.551.000bicubic-49.593-46.021+71
854nf_resnet50.ra2_in1k28830.71869.28249.95450.04625.560.940bicubic-49.934-45.390+32
855xcit_tiny_24_p16_224.fb_in1k22430.71669.28450.39049.61012.121.000bicubic-48.742-44.492+174
856dpn68b.ra_in1k22430.70869.29249.61450.38612.611.000bicubic-47.572-44.500+294
857poolformer_s36.sail_in1k22430.70669.29449.45350.54730.860.900bicubic-50.726-45.991-83
858hgnet_small.paddle_in1k28830.66769.33349.96950.03124.361.000bicubic-51.555-46.251-192
859dpn107.mx_in1k22430.64369.35748.74551.25586.920.875bicubic-49.525-46.191+92
860resnet152.gluon_in1k22430.63969.36148.52551.47560.190.875bicubic-49.073-46.529+145
861tresnet_xl.miil_in1k_44844830.63369.36749.11750.88378.440.875bilinear-52.429-47.053-328
862resnet50.a1h_in1k22430.62769.37349.41550.58525.561.000bicubic-50.053-46.013+19
863resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k22430.61669.38450.69149.30925.030.875bilinear-49.700-44.695+67
864haloregnetz_b.ra3_in1k22430.59669.40448.98151.01911.680.940bicubic-50.456-46.219-37
865pit_xs_distilled_224.in1k22430.55969.44150.17649.82411.000.900bicubic-48.609-44.192+200
866resnet50.d_in1k22430.55969.44148.40551.59525.561.000bicubic-49.277-46.303+125
867regnetx_080.tv2_in1k22430.55769.44348.07951.92139.570.965bicubic-51.003-47.463-115
868resnet50.c2_in1k22430.52169.47948.84651.15425.561.000bicubic-49.395-46.022+106
869resnet101d.gluon_in1k22430.51569.48547.97752.02344.570.875bicubic-49.951-47.225+39
870mobilevitv2_200.cvnets_in22k_ft_in1k_38438430.51269.48950.58149.41918.451.000bicubic-52.898-45.991-383
871resnest26d.gluon_in1k22430.49469.50650.64249.35817.070.875bilinear-47.982-43.658+261
872efficientnet_b2.ra_in1k28830.48269.51849.70650.2949.111.000bicubic-50.126-45.612+18
873resnet50.tv2_in1k17630.47069.53048.92451.07625.560.965bilinear-48.924-45.630+161
874cs3darknet_x.c2ns_in1k28830.46869.53249.15850.84235.051.000bicubic-51.768-47.074-212
875resnet50.ram_in1k28830.44769.55349.01950.98125.560.950bicubic-49.531-46.019+92
876edgenext_small_rw.sw_in1k25630.43769.56349.99150.0097.831.000bicubic-48.901-44.513+167
877tf_efficientnet_b1.ap_in1k24030.43169.56949.60250.3987.790.882bicubic-48.857-44.714+174
878efficientnet_b2.ra_in1k25630.41969.58149.96850.0329.111.000bicubic-49.133-44.848+141
879resnetblur50.bt_in1k22430.41769.58349.18050.82025.560.950bicubic-48.759-45.470+186
880resnet101.tv2_in1k17630.40369.59748.29751.70344.550.965bilinear-49.089-46.169+147
881twins_pcpvt_small.in1k22430.39469.60649.37650.62424.110.900bicubic-50.750-46.248-65
882resnet50.ra_in1k22430.39469.60649.23150.76925.560.950bicubic-48.542-45.127+207
883xcit_tiny_12_p16_384.fb_dist_in1k38430.39069.61050.10949.8916.721.000bicubic-50.562-45.479-43
884resnet50d.ra2_in1k28830.39069.61048.76751.23325.580.950bicubic-50.960-46.975-98
885ecaresnetlight.miil_in1k28830.36869.63249.16650.83430.160.950bicubic-51.048-46.628-109
886ecaresnet101d_pruned.miil_in1k28830.35869.64248.82651.17424.880.950bicubic-51.648-47.340-188
887tf_efficientnet_b5.in1k45630.34569.65649.77350.22730.390.934bicubic-52.822-46.755-371
888visformer_small.in1k22430.32969.67148.31551.68540.220.900bicubic-51.767-47.561-204
889resnext50_32x4d.ra_in1k22430.31769.68348.46651.53425.030.950bicubic-49.419-46.274+111
890resnet101.a1_in1k28830.31169.68946.55453.44644.551.000bicubic-52.011-49.074-241
891tf_efficientnetv2_b2.in1k20830.30569.69549.04050.96010.100.890bicubic-48.901-45.562+171
892regnety_040.ra3_in1k28830.30369.69748.88151.11920.651.000bicubic-52.755-47.617-358
893mobilevitv2_175.cvnets_in22k_ft_in1k25630.28569.71549.30350.69714.250.888bicubic-51.659-46.491-184
894efficientformerv2_s1.snap_dist_in1k22430.26269.73849.20950.7916.190.950bicubic-49.422-45.481+115
895regnetx_160.tv2_in1k22430.25269.74847.04752.95354.280.965bicubic-52.324-49.008-283
896cs3darknet_l.c2ns_in1k25630.24869.75249.18050.82021.160.950bicubic-50.106-46.192+26
897gcresnext50ts.ch_in1k25630.22769.77348.74351.25715.671.000bicubic-50.461-46.521-18
898vit_relpos_base_patch32_plus_rpn_256.sw_in1k25630.22569.77548.72051.280119.420.900bicubic-49.271-45.864+127
899resnet50.b1k_in1k28830.20369.79749.19350.80725.561.000bicubic-50.501-46.237-23
900resnet101.a2_in1k22430.19169.80947.28952.71144.551.000bicubic-51.113-48.099-107
901fastvit_s12.apple_dist_in1k25630.18769.81348.94851.0529.470.900bicubic-50.887-46.330-76
902seresnext50_32x4d.racm_in1k28830.17069.83049.09350.90727.560.950bicubic-52.022-47.055-229
903resnet50.b2k_in1k28830.16069.84048.28551.71525.561.000bicubic-50.310-47.023+2
904wide_resnet50_2.tv2_in1k22430.15669.84448.35851.64268.880.965bilinear-51.442-47.406-157
905efficientnet_b0.ra4_e3600_r224_in1k22430.14869.85249.08550.9155.291.000bicubic-48.170-45.031+241
906efficientnet_b0.ra4_e3600_r224_in1k25630.13869.86249.02650.9745.291.000bicubic-49.234-45.724+131
907regnety_016.tv2_in1k22430.12469.87649.26650.73411.200.965bicubic-50.572-46.074-29
908eca_resnet33ts.ra2_in1k25630.08569.91549.83050.17019.681.000bicubic-50.093-45.238+42
909nf_regnet_b1.ra2_in1k25630.08369.91750.19449.80610.220.900bicubic-48.641-44.192+200
910ecaresnet50d_pruned.miil_in1k22430.08169.91949.49650.50419.940.950bicubic-49.637-45.518+93
911convmixer_1024_20_ks9_p14.in1k22430.06769.93349.91450.08624.380.960bicubic-46.877-43.450+340
912dpn68b.ra_in1k28830.06769.93348.18351.81712.611.000bicubic-49.283-46.247+130
913efficientnet_el.ra_in1k30030.04269.95848.83651.16410.590.904bicubic-51.264-46.704-123
914legacy_senet154.in1k22430.03469.96648.01451.986115.090.875bilinear-51.294-47.488-126
915halo2botnet50ts_256.a1h_in1k25630.02869.97248.50851.49222.640.950bicubic-52.056-47.151-229
916resnet34d.ra2_in1k22430.02069.98049.13050.87021.820.950bicubic-46.950-44.335+332
917tf_efficientnet_b2.aa_in1k26030.01669.98449.61450.3869.110.890bicubic-50.066-45.300+42
918xcit_tiny_12_p16_224.fb_dist_in1k22430.01069.99049.67150.3296.721.000bicubic-48.568-44.539+203
919mobilevitv2_150.cvnets_in22k_ft_in1k25630.00369.99749.28050.72010.590.888bicubic-51.467-46.392-152
920fbnetv3_d.ra2_in1k22429.99970.00149.93050.07010.310.950bilinear-48.657-44.524+197
921dpn98.mx_in1k22429.97370.02748.17251.82861.570.875bicubic-49.683-46.470+92
922resnext50_32x4d.a1h_in1k28829.96970.03148.23251.76825.031.000bicubic-52.043-47.700-225
923resnetv2_50d_gn.ah_in1k28829.95070.05048.23251.76825.571.000bicubic-52.013-47.704-218
924dpn131.mx_in1k22429.94270.05848.05051.95079.250.875bicubic-49.894-46.490+65
925dpn92.mx_in1k22429.93670.06449.12750.87337.670.875bicubic-50.092-45.752+40
926resnetv2_101x1_bit.goog_in21k_ft_in1k44829.91070.09051.11348.88744.541.000bilinear-52.422-45.413-280
927senet154.gluon_in1k22429.88970.11147.88552.115115.090.875bicubic-51.369-47.307-128
928convnextv2_pico.fcmae_ft_in1k28829.87570.12548.78151.2199.070.950bicubic-51.193-46.693-102
929legacy_xception.tf_in1k29929.87370.12748.71851.28222.860.897bicubic-49.177-45.668+149
930resnet50.tv2_in1k22429.86970.13148.04651.95425.560.965bilinear-50.975-47.374-72
931tf_efficientnet_b4.in1k38029.86370.13749.06650.93419.340.922bicubic-52.739-47.062-328
932cs3sedarknet_l.c2ns_in1k28829.82470.17649.09150.90921.910.950bicubic-51.946-46.869-200
933inception_v3.tf_adv_in1k29929.82070.18047.85952.14123.830.875bicubic-47.776-45.867+274
934resnet152.a2_in1k28829.81470.18645.94754.05360.191.000bicubic-52.810-49.797-336
935efficientvit_b1.r224_in1k22429.80670.19448.24651.7549.100.950bicubic-49.434-46.048+123
936resnext50_32x4d.a1_in1k22429.80070.20046.67053.33025.031.000bicubic-50.658-47.634-25
937resnetaa50.a1h_in1k28829.79670.20447.99152.00925.561.000bicubic-51.812-47.817-192
938vit_base_patch16_384.augreg_in1k38429.78870.21248.34651.65486.861.000bicubic-51.308-46.982-117
939ese_vovnet39b.ra_in1k28829.75170.24949.06050.94024.570.950bicubic-50.627-46.300-20
940resmlp_36_224.fb_in1k22429.73970.26148.91651.08444.690.875bicubic-50.033-45.628+55
941lamhalobotnet50ts_256.a1h_in1k25629.73170.26948.38651.61422.570.950bicubic-51.817-47.106-188
942fbnetv3_d.ra2_in1k25629.72670.27549.47050.53010.310.950bilinear-49.943-45.486+69
943resnet101.a3_in1k16029.71470.28647.66952.33144.550.950bicubic-48.214-46.575+238
944efficientvit_b1.r256_in1k25629.70670.29448.26451.7369.101.000bicubic-50.048-46.522+53
945convnext_nano.d1h_in1k28829.69670.30447.92652.07415.591.000bicubic-51.778-47.744-179
946ecaresnet50t.a1_in1k22429.68670.31447.64952.35125.571.000bicubic-51.572-47.709-146
947fastvit_sa12.apple_in1k25629.67870.32248.57251.42811.580.900bicubic-51.162-46.772-88
948resnet50.c1_in1k28829.66970.33248.47651.52425.561.000bicubic-51.259-47.078-105
949resnet50.a1_in1k22429.65770.34346.97353.02725.561.000bicubic-50.505-47.563+5
950vit_base_patch32_384.augreg_in1k38429.65570.34548.99351.00788.301.000bicubic-49.099-45.243+156
951fastvit_t12.apple_dist_in1k25629.64570.35548.51751.4837.550.900bicubic-50.719-46.525-30
952cs3darknet_focus_l.c2ns_in1k25629.62170.37948.48051.52021.150.950bicubic-50.699-46.828-24
953convnext_pico.d1_in1k22429.58870.41248.43951.5619.050.950bicubic-49.908-45.675+71
954ecaresnet50d.miil_in1k28829.57670.42448.98551.01525.580.950bicubic-52.066-46.901-213
955nest_tiny_jx.goog_in1k22429.56470.43646.99053.01017.060.875bicubic-51.864-48.636-180
956resnet152.a3_in1k22429.52370.47747.03252.96860.190.950bicubic-51.025-47.972-61
957gcresnext50ts.ch_in1k28829.51770.48347.84952.15115.671.000bicubic-51.719-47.687-153
958efficientnet_em.ra2_in1k24029.49670.50448.94051.0606.900.882bicubic-49.768-45.856+96
959resnext50_32x4d.tv2_in1k22429.48870.51247.22252.77825.030.965bilinear-51.688-48.126-148
960cs3darknet_l.c2ns_in1k28829.48670.51448.24251.75821.160.950bicubic-51.398-47.426-112
961resnetv2_50.a1h_in1k28829.44870.55247.49552.50525.551.000bicubic-51.960-48.217-182
962resnext101_32x8d.tv_in1k22429.44270.55848.48851.51288.790.875bilinear-49.871-46.036+85
963deit_small_patch16_224.fb_in1k22429.44270.55848.16651.83422.050.900bicubic-50.419-46.890+21
964resnet50_gn.a1h_in1k22429.43970.56148.33751.66325.560.950bicubic-50.491-46.649+5
965mobileone_s4.apple_in1k22429.43970.56147.99752.00314.950.900bilinear-50.007-46.493+67
966sebotnet33ts_256.a1h_in1k25629.43770.56347.15752.84313.700.940bicubic-51.727-48.008-153
967nf_regnet_b1.ra2_in1k28829.42370.57749.42150.57910.220.900bicubic-49.945-45.305+71
968resnet50d.a1_in1k22429.42370.57746.39553.60525.581.000bicubic-51.117-48.239-71
969resnet50.fb_ssl_yfcc100m_ft_in1k22429.41970.58149.78350.21725.560.875bilinear-49.833-45.043+87
970coat_lite_mini.in1k22429.40370.59747.67252.32811.010.900bicubic-49.695-46.930+103
971cait_xxs24_384.fb_dist_in1k38429.39370.60748.73951.26112.031.000bicubic-51.569-46.903-135
972convnext_pico_ols.d1_in1k22429.39070.61148.15251.8489.061.000bicubic-49.933-46.574+73
973resnetv2_50d_evos.ah_in1k28829.39070.61147.27252.72825.591.000bicubic-52.603-48.624-272
974repvit_m1.dist_in1k22429.38470.61648.52551.4755.490.950bicubic-49.158-45.557+149
975edgenext_small_rw.sw_in1k32029.36870.63248.72851.2727.831.000bicubic-51.084-46.478-63
976swin_tiny_patch4_window7_224.ms_in1k22429.35070.65047.58452.41628.290.900bicubic-52.038-47.956-195
977resnet34.a1_in1k22429.34670.65447.46652.53421.801.000bicubic-46.852-45.290+306
978convnext_nano_ols.d1h_in1k28829.34270.65847.41152.58915.651.000bicubic-52.270-48.215-234
979regnetz_b16.ra3_in1k28829.32770.67347.89652.1049.721.000bicubic-51.413-47.634-109
980cait_xxs24_224.fb_dist_in1k22429.30970.69148.52551.47511.961.000bicubic-49.083-45.809+160
981eca_resnet33ts.ra2_in1k28829.27670.72548.91051.09019.681.000bicubic-51.440-46.472-108
982resnet50.d_in1k28829.27070.73047.22052.78025.561.000bicubic-51.742-48.236-150
983pvt_v2_b1.in1k22429.26070.74048.95851.04214.010.900bicubic-49.442-45.535+129
984maxvit_rmlp_pico_rw_256.sw_in1k25629.24870.75247.73752.2637.520.950bicubic-51.302-47.449-90
985resnet50.c2_in1k28829.24870.75247.15252.84825.561.000bicubic-51.612-48.382-128
986poolformer_s24.sail_in1k22429.20970.79148.12851.87221.390.900bicubic-51.091-46.932-53
987gcvit_xxtiny.in1k22429.19570.80548.37451.62612.000.875bicubic-50.557-46.686+11
988tresnet_l.miil_in1k_44844829.18370.81747.26252.73855.990.875bilinear-53.095-48.726-330
989resnext50_32x4d.tv2_in1k17629.17970.82147.07752.92325.030.965bilinear-49.851-47.055+91
990seresnet50.ra2_in1k28829.15670.84447.72752.27328.090.950bicubic-52.126-47.925-193
991seresnet33ts.ra2_in1k25629.14870.85248.83451.16619.781.000bicubic-51.182-46.268-65
992inception_v3.gluon_in1k29929.14470.85646.97953.02123.830.875bicubic-49.660-47.395+108
993lambda_resnet50ts.a1h_in1k25629.12870.87246.97153.02921.540.950bicubic-52.058-48.123-184
994darknetaa53.c2ns_in1k25629.11470.88647.78252.21836.021.000bilinear-50.732-47.208-7
995resnet101.a2_in1k28829.09570.90545.73354.26744.551.000bicubic-53.129-50.005-330
996xception71.tf_in1k29929.06970.93147.39552.60542.340.903bicubic-50.839-47.515-20
997resnet34d.ra2_in1k28829.01470.98648.07751.92321.820.950bicubic-49.426-46.271+139
998hrnet_w64.ms_in1k22429.01070.99047.12652.874128.060.875bilinear-50.458-47.524+30
999cs3darknet_focus_l.c2ns_in1k28828.98171.01947.61952.38121.150.950bicubic-51.917-48.055-153
1000regnetx_032.tv2_in1k22428.97571.02547.05352.94715.300.965bicubic-51.951-48.215-156
1001vit_small_patch32_384.augreg_in21k_ft_in1k38428.92071.08048.94451.05622.921.000bicubic-51.562-46.662-99
1002xcit_tiny_12_p8_224.fb_in1k22428.91671.08447.49552.5056.711.000bicubic-50.796-47.224+2
1003darknet53.c2ns_in1k25628.90671.09447.86552.13541.611.000bicubic-51.168-47.243-41
1004tf_efficientnet_b0.ns_jft_in1k22428.90271.09848.96751.0335.290.875bicubic-49.786-45.401+110
1005resnet101.gluon_in1k22428.90071.10046.41953.58144.550.875bicubic-50.406-48.119+44
1006xception65.tf_in1k29928.88671.11447.14052.86039.920.903bicubic-50.668-47.520+12
1007tf_efficientnet_b1.aa_in1k24028.88371.11847.55352.4477.790.882bicubic-49.970-46.645+88
1008halonet50ts.a1h_in1k25628.85571.14546.49353.50722.730.940bicubic-52.795-49.121-268
1009mobilevitv2_150.cvnets_in22k_ft_in1k_38438428.85371.14747.92452.07610.591.000bicubic-53.753-48.386-407
1010skresnext50_32x4d.ra_in1k22428.84371.15746.47653.52427.480.875bicubic-51.323-48.168-58
1011resnet50d.a2_in1k22428.79271.20845.77854.22225.581.000bicubic-51.372-48.870-58
1012sehalonet33ts.ra2_in1k25628.78471.21646.57453.42613.690.940bicubic-52.192-48.700-178
1013levit_conv_256.fb_dist_in1k22428.77071.23046.72353.27718.890.900bicubic-52.736-49.365-252
1014levit_256.fb_dist_in1k22428.76871.23146.72953.27118.890.900bicubic-52.739-48.763-255
1015hgnet_tiny.paddle_in1k28828.76771.23447.74952.25114.741.000bicubic-51.881-47.793-128
1016resnet50.ra_in1k28828.76571.23547.34252.65825.560.950bicubic-51.093-47.628-32
1017seresnet50.a1_in1k22428.76571.23545.85154.14928.091.000bicubic-51.303-48.747-53
1018tf_efficientnet_lite3.in1k30028.75971.24147.49052.5108.200.904bilinear-51.073-47.380-27
1019ecaresnet50t.a2_in1k22428.71371.28745.82154.17925.571.000bicubic-52.055-49.147-152
1020mobileone_s3.apple_in1k22428.69671.30447.53952.46110.170.900bilinear-49.306-46.325+154
1021darknetaa53.c2ns_in1k28828.66071.34046.96153.03936.021.000bilinear-51.868-48.367-123
1022skresnet34.ra_in1k22428.65771.34447.98552.01522.280.875bicubic-48.300-45.333+228
1023resnetblur50.bt_in1k28828.65371.34746.92453.07625.560.950bicubic-51.595-48.276-81
1024seresnext50_32x4d.gluon_in1k22428.64371.35746.43853.56227.560.875bicubic-51.275-48.378-52
1025hrnet_w40.ms_in1k22428.63771.36347.44452.55657.560.875bilinear-50.287-47.034+64
1026tf_efficientnetv2_b0.in1k19228.62571.37547.41552.5857.140.875bicubic-48.279-45.753+227
1027swinv2_tiny_window8_256.ms_in1k25628.61571.38546.17753.82328.350.900bicubic-53.209-49.811-301
1028mobilevitv2_175.cvnets_in22k_ft_in1k_38438428.60971.39147.13652.86414.251.000bicubic-54.331-49.290-479
1029tf_efficientnetv2_b1.in1k19228.59471.40647.45852.5428.140.882bicubic-49.336-46.364+150
1030tf_efficientnet_b3.in1k30028.57471.42648.00251.99812.230.904bicubic-52.304-47.323-179
1031tf_efficientnetv2_b0.in1k22428.57071.43047.11252.8887.140.875bicubic-49.810-46.914+111
1032resnet152.tv_in1k22428.55071.45047.14652.85460.190.875bilinear-49.780-46.990+113
1033poolformerv2_s12.sail_in1k22428.54371.45747.41152.58911.891.000bicubic-49.465-46.453+140
1034eva02_tiny_patch14_336.mim_in22k_ft_in1k33628.53971.46147.52952.4715.761.000bicubic-52.133-47.997-152
1035xcit_tiny_12_p16_224.fb_in1k22428.50771.49347.37252.6286.721.000bicubic-48.635-46.358+203
1036ecaresnet50t.a1_in1k28828.47271.52845.54654.45425.571.000bicubic-53.642-50.108-355
1037repvgg_b2.rvgg_in1k22428.42871.57247.03652.96489.020.875bilinear-50.365-47.378+65
1038tf_efficientnet_b0.ap_in1k22428.42771.57347.55352.4475.290.875bicubic-48.679-45.709+201
1039dla102x2.in1k22428.41171.58946.75953.24141.280.875bilinear-51.037-47.895-8
1040hrnet_w48.ms_in1k22428.40771.59347.59052.41077.470.875bilinear-50.917-46.944+5
1041resnext50_32x4d.gluon_in1k22428.40371.59745.35054.65025.030.875bicubic-50.951-49.074-1
1042dla169.in1k22428.37971.62147.40352.59753.390.875bilinear-50.317-46.933+71
1043efficientnet_b2_pruned.in1k26028.37071.63047.06552.9358.310.890bicubic-51.542-47.777-68
1044tf_efficientnet_cc_b0_4e.in1k22428.35671.64447.36252.63813.310.875bicubic-48.968-45.972+179
1045convnextv2_femto.fcmae_ft_in1k22428.35471.64647.49852.5025.230.950bicubic-49.916-46.472+106
1046swinv2_cr_tiny_ns_224.sw_in1k22428.34871.65245.94754.05328.330.900bicubic-53.448-49.877-318
1047gcresnet33ts.ra2_in1k25628.33271.66847.15052.85019.881.000bicubic-51.590-47.858-77
1048darknet53.c2ns_in1k28828.31971.68146.88853.11241.611.000bicubic-52.224-48.538-152
1049resnext50_32x4d.ra_in1k28828.31771.68346.13453.86625.030.950bicubic-52.389-49.224-174
1050ecaresnet50t.a3_in1k16028.28971.71146.14853.85225.570.950bicubic-49.493-47.470+145
1051mixnet_xl.ra_in1k22428.27571.72546.72553.27511.900.875bicubic-52.215-48.213-150
1052resnext50_32x4d.a2_in1k22428.25971.74044.60755.39325.031.000bicubic-52.064-49.927-125
1053resnet50d.gluon_in1k22428.23471.76645.92254.07825.580.875bicubic-50.846-48.536+22
1054seresnet33ts.ra2_in1k28828.21271.78847.57052.43019.781.000bicubic-52.602-47.776-191
1055resnet50.a1_in1k28828.19171.80944.91955.08125.561.000bicubic-53.049-50.193-252
1056fastvit_s12.apple_in1k25628.14971.85046.67253.3289.470.900bicubic-51.790-48.124-88
1057wide_resnet101_2.tv_in1k22428.13071.87046.57053.430126.890.875bilinear-50.718-47.742+39
1058resnet101c.gluon_in1k22428.12871.87245.97754.02344.570.875bicubic-51.414-48.611-37
1059densenet161.tv_in1k22428.11671.88446.65353.34728.680.875bicubic-49.234-47.001+163
1060ecaresnet50d_pruned.miil_in1k28828.09571.90647.05952.94119.940.950bicubic-52.714-48.185-196
1061resnext50_32x4d.a1_in1k28828.09171.90944.82555.17525.031.000bicubic-53.393-50.337-297
1062resnet34.a1_in1k28828.08971.91145.71354.28721.801.000bicubic-49.849-48.035+116
1063regnetx_320.pycls_in1k22428.07971.92145.12254.878107.810.875bicubic-52.183-49.890-122
1064regnety_320.pycls_in1k22428.07371.92745.45654.544145.050.875bicubic-52.735-50.122-199
1065resnet33ts.ra2_in1k25628.05571.94546.35253.64819.681.000bicubic-51.081-48.336+4
1066seresnet50.a2_in1k22428.05571.94544.92755.07328.091.000bicubic-51.865-49.737-95
1067gernet_s.idstcv_in1k22428.04571.95546.74153.2598.170.875bilinear-48.859-46.405+187
1068mobilevitv2_175.cvnets_in1k25628.03571.96546.10053.90014.250.888bicubic-52.838-49.016-216
1069fbnetv3_b.ra2_in1k22428.03271.96847.75352.2478.600.950bilinear-50.130-46.489+90
1070resnext50_32x4d.a3_in1k16028.01671.98445.59154.40925.030.950bicubic-49.718-48.129+128
1071efficientnet_el_pruned.in1k30028.01071.99046.79653.20410.590.904bicubic-52.284-48.422-136
1072levit_conv_192.fb_dist_in1k22428.00671.99445.88454.11610.950.900bicubic-51.854-48.918-88
1073levit_192.fb_dist_in1k22428.00271.99845.88054.12010.950.900bicubic-51.848-48.924-87
1074resnet32ts.ra2_in1k25627.98672.01446.46453.53617.961.000bicubic-50.976-47.934+9
1075vit_base_patch16_224.augreg_in1k22427.98372.01745.73154.26986.570.900bicubic-51.159-48.359-7
1076fastvit_t12.apple_in1k25627.93972.06146.39353.6077.550.900bicubic-51.337-48.177-24
1077resnet101.a3_in1k22427.93772.06345.02354.97744.550.950bicubic-51.885-49.593-85
1078resnet50d.a3_in1k16027.93572.06545.30354.69725.580.950bicubic-49.287-47.953+154
1079resnet50_gn.a1h_in1k28827.93372.06746.10053.90025.560.950bicubic-53.279-49.534-272
1080xception41.tf_in1k29927.89672.10445.90854.09226.970.903bicubic-50.628-48.382+44
1081resnetrs50.tf_in1k16027.86572.13546.67653.32435.690.910bicubic-49.985-47.138+106
1082densenetblur121d.ra_in1k22427.83772.16347.16052.8408.000.950bicubic-48.675-46.038+192
1083regnetx_160.pycls_in1k22427.83172.16945.63354.36754.280.875bicubic-52.035-49.193-101
1084dpn68b.mx_in1k22427.82772.17347.37852.62212.610.875bicubic-49.687-46.478+128
1085res2net101_26w_4s.in1k22427.80472.19645.18554.81545.210.875bilinear-51.382-49.279-21
1086inception_v3.tf_in1k29927.78272.21845.70154.29923.830.875bicubic-50.084-47.939+100
1087resnet50d.a1_in1k28827.77672.22444.39555.60525.581.000bicubic-53.668-50.829-316
1088repghostnet_200.in1k22427.75672.24346.31353.6879.800.875bicubic-51.034-48.023+15
1089tf_efficientnetv2_b1.in1k24027.74772.25346.57053.4308.140.882bicubic-51.771-48.012-67
1090resnet50.a2_in1k22427.73372.26744.50755.49325.561.000bicubic-52.171-49.995-111
1091mobilevitv2_200.cvnets_in1k25627.72372.27745.83354.16718.450.888bicubic-53.425-49.549-276
1092vit_base_patch16_224.sam_in1k22427.71772.28345.10654.89486.570.900bicubic-52.525-49.662-148
1093fbnetv3_b.ra2_in1k25627.65272.34846.98953.0118.600.950bilinear-51.502-47.743-26
1094repvgg_b1.rvgg_in1k22427.65272.34846.51153.48957.420.875bilinear-50.720-47.597+49
1095inception_v3.tv_in1k29927.65072.35045.26154.73923.830.875bicubic-49.824-48.213+119
1096hrnet_w44.ms_in1k22427.63172.36945.84354.15767.060.875bilinear-51.251-48.531-2
1097regnety_160.pycls_in1k22427.60172.39945.53854.46283.590.875bicubic-52.683-49.444-160
1098resnet50.am_in1k22427.58072.42045.36154.63925.560.875bicubic-51.424-49.030-17
1099resmlp_24_224.fb_in1k22427.57072.43045.70054.30030.020.875bicubic-51.810-48.850-63
1100tiny_vit_5m_224.in1k22427.48172.51945.86354.1375.390.950bicubic-51.715-48.939-37
1101resnext50d_32x4d.bt_in1k22427.47672.52545.24854.75225.050.950bicubic-52.231-49.644-94
1102pit_xs_224.in1k22427.47472.52645.84154.15910.620.900bicubic-50.739-48.309+54
1103hrnet_w30.ms_in1k22427.41672.58446.52153.47937.710.875bilinear-50.797-47.693+52
1104gcresnet33ts.ra2_in1k28827.40172.59946.14553.85519.881.000bicubic-53.187-49.177-212
1105regnetx_080.pycls_in1k22427.38572.61544.99655.00439.570.875bicubic-51.831-49.552-44
1106convnext_pico.d1_in1k28827.38172.61945.66454.3369.050.950bicubic-53.049-49.396-192
1107hrnet_w32.ms_in1k22427.36972.63146.01253.98841.230.875bilinear-51.089-48.172+26
1108vit_small_patch16_384.augreg_in1k38427.36172.63846.12453.87622.201.000bicubic-53.773-49.452-290
1109resnet33ts.ra2_in1k28827.34072.66045.20054.80019.681.000bicubic-52.368-49.614-103
1110resnet50s.gluon_in1k22427.33272.66845.25354.74725.680.875bicubic-51.378-48.995+1
1111res2net50_26w_8s.in1k22427.30372.69744.81555.18548.400.875bilinear-51.643-49.481-24
1112convnext_pico_ols.d1_in1k28827.29772.70345.64454.3569.061.000bicubic-53.165-49.602-203
1113densenet201.tv_in1k22427.27972.72146.21253.78820.010.875bicubic-50.005-47.268+116
1114ecaresnet50t.a2_in1k28827.27372.72744.05155.94925.571.000bicubic-54.409-51.481-376
1115ghostnetv2_160.in1k22427.26372.73746.38953.61112.390.875bicubic-50.573-47.553+74
1116densenet121.ra_in1k22427.23672.76446.81253.1887.980.950bicubic-48.256-45.802+190
1117efficientnet_b1_pruned.in1k24027.22472.77645.96354.0376.330.882bicubic-51.028-47.857+34
1118regnety_064.pycls_in1k22427.22472.77644.85555.14530.580.875bicubic-52.504-50.181-115
1119ecaresnet26t.ra2_in1k25627.18372.81745.95154.04916.010.950bicubic-51.771-48.651-35
1120tf_efficientnetv2_b2.in1k26027.16972.83144.57755.42310.100.890bicubic-53.057-50.433-173
1121resnetrs50.tf_in1k22427.15372.84745.06754.93335.690.910bicubic-52.763-49.907-148
1122vit_base_patch32_224.augreg_in1k22427.14772.85345.22254.77888.220.900bicubic-47.759-46.548+204
1123seresnet50.a1_in1k28827.10072.90043.59956.40128.091.000bicubic-53.996-51.519-301
1124resnet50d.a2_in1k28827.09472.90643.84056.16025.581.000bicubic-54.072-51.259-312
1125convnext_femto.d1_in1k22427.07872.92145.65254.3485.220.950bicubic-50.520-48.144+81
1126rexnet_130.nav_in1k22427.07572.92545.92954.0717.560.875bicubic-52.417-48.753-100
1127dla102x.in1k22427.05172.94945.49154.50926.310.875bilinear-51.453-48.735-2
1128gmixer_24_224.ra3_in1k22427.03172.96944.37355.62724.720.875bicubic-51.017-49.281+40
1129resnet101.tv_in1k22426.97473.02645.24054.76044.550.875bilinear-50.430-48.312+92
1130resnet32ts.ra2_in1k28826.93173.06945.06554.93517.961.000bicubic-52.457-49.611-95
1131convnextv2_atto.fcmae_ft_in1k22426.90273.09844.86655.1343.710.950bicubic-49.624-48.240+141
1132regnetx_120.pycls_in1k22426.87073.13044.67655.32446.110.875bicubic-52.738-50.058-116
1133rexnet_100.nav_in1k22426.86873.13245.36354.6374.800.875bicubic-50.980-48.515+55
1134densenet169.tv_in1k22426.86273.13845.41954.58114.150.875bicubic-49.060-47.557+160
1135regnety_120.pycls_in1k22426.81173.18944.49155.50951.820.875bicubic-53.567-51.207-215
1136legacy_seresnext101_32x4d.in1k22426.80273.19843.47556.52548.960.875bilinear-53.472-51.557-198
1137convnext_femto_ols.d1_in1k22426.79973.20145.20054.8005.230.950bicubic-50.879-48.790+63
1138regnetx_064.pycls_in1k22426.79273.20844.93755.06326.210.875bicubic-52.268-49.535-62
1139tinynet_a.in1k19226.77873.22245.08654.9146.190.875bicubic-50.886-48.444+62
1140res2net101d.in1k22426.72973.27144.36555.63545.230.875bilinear-54.525-50.983-339
1141regnetx_032.pycls_in1k22426.70573.29545.25154.74915.300.875bicubic-51.461-48.839+17
1142resnext50_32x4d.a2_in1k28826.68973.31142.74457.25625.031.000bicubic-54.609-52.366-348
1143legacy_seresnet152.in1k22426.68273.31843.95656.04466.820.875bilinear-51.976-50.426-27
1144efficientvit_m5.r224_in1k22426.66673.33444.92155.07912.470.875bicubic-50.416-48.245+98
1145resnet34.a2_in1k22426.64473.35644.00255.99821.801.000bicubic-48.870-48.388+160
1146efficientnet_es.ra_in1k22426.64273.35845.11454.8865.440.875bicubic-51.450-48.818+20
1147dla60x.in1k22426.63473.36645.02554.97517.350.875bilinear-51.598-48.995+7
1148res2net50_26w_6s.in1k22426.59973.40143.99656.00437.050.875bilinear-51.985-50.110-28
1149seresnet50.a3_in1k16026.59173.40944.74055.26028.090.950bicubic-48.509-47.356+169
1150repvgg_b1g4.rvgg_in1k22426.58573.41545.10454.89639.970.875bilinear-51.017-48.740+55
1151resnet50.a3_in1k16026.57273.42844.22655.77425.560.950bicubic-49.422-48.268+139
1152coat_lite_tiny.in1k22426.55473.44644.71955.2815.720.900bicubic-50.994-49.205+58
1153regnety_080.pycls_in1k22426.54073.46044.39555.60539.180.875bicubic-53.342-50.441-172
1154mobilenetv3_large_100.miil_in21k_ft_in1k22426.53073.47044.53055.4705.480.875bilinear-51.380-48.356+29
1155tf_efficientnet_b0.aa_in1k22426.49173.50945.65054.3505.290.875bicubic-50.391-47.620+100
1156res2net50_14w_8s.in1k22426.48973.51144.36355.63725.060.875bilinear-51.657-49.487+5
1157tf_efficientnet_b2.in1k26026.48173.51944.77255.2289.110.890bicubic-53.133-49.952-142
1158ecaresnet50t.a3_in1k22426.45473.54643.50756.49325.570.950bicubic-53.094-51.203-138
1159resnet50.gluon_in1k22426.43273.56844.05155.94925.560.875bicubic-51.148-49.653+49
1160mobileone_s2.apple_in1k22426.41873.58244.55455.4467.880.900bilinear-51.086-49.110+53
1161tf_efficientnet_el.in1k30026.38773.61344.24755.75310.590.904bicubic-53.855-50.871-218
1162lambda_resnet26t.c1_in1k25626.36173.63944.40855.59210.960.940bicubic-52.765-50.146-91
1163levit_conv_128.fb_dist_in1k22426.36173.63944.14355.8579.210.900bicubic-52.127-49.857-35
1164levit_128.fb_dist_in1k22426.34973.65044.12155.8799.210.900bicubic-52.137-49.877-35
1165resmlp_12_224.fb_distilled_in1k22426.32273.67844.89655.10415.350.875bicubic-51.626-48.674+12
1166resmlp_big_24_224.fb_in1k22426.31873.68243.55456.446129.140.875bicubic-54.718-51.464-336
1167resnet26t.ra2_in1k25626.31673.68444.13955.86116.011.000bicubic-51.474-49.669+26
1168regnetx_040.pycls_in1k22426.25973.74144.40755.59322.120.875bicubic-52.235-49.836-42
1169visformer_tiny.in1k22426.25773.74344.20655.79410.320.900bicubic-51.903-49.958-9
1170resnet50.bt_in1k22426.24373.75743.91156.08925.560.950bicubic-52.145-50.391-29
1171mobilevitv2_150.cvnets_in1k25626.24373.75743.83956.16110.590.888bicubic-54.161-51.203-256
1172vit_small_patch32_224.augreg_in21k_ft_in1k22426.20873.79245.12054.88022.880.900bicubic-49.788-48.152+117
1173crossvit_9_dagger_240.in1k24026.17773.82344.56255.4388.780.875bicubic-50.809-49.040+74
1174seresnet50.a2_in1k28826.16573.83542.68157.31928.091.000bicubic-54.927-52.555-351
1175densenetblur121d.ra_in1k28826.16373.83745.04754.9538.000.950bicubic-51.147-48.753+49
1176cs3darknet_focus_m.c2ns_in1k25626.12373.87644.79755.2039.300.950bicubic-50.604-48.853+84
1177resnet50.a2_in1k28826.12073.88042.58957.41125.561.000bicubic-54.660-52.389-311
1178resnet50d.a3_in1k22426.11473.88642.96057.04025.580.950bicubic-52.628-51.276-71
1179resnext50_32x4d.a3_in1k22426.09673.90442.95257.04825.030.950bicubic-53.156-51.348-122
1180efficientnet_b1.ft_in1k25626.08473.91644.04755.9537.791.000bicubic-52.716-50.297-79
1181resnet34.a2_in1k28826.08273.91843.12956.87121.801.000bicubic-51.078-50.147+56
1182convnextv2_femto.fcmae_ft_in1k28826.07073.93044.34455.6565.230.950bicubic-53.261-50.258-138
1183mobilevitv2_125.cvnets_in1k25626.06173.93943.70556.2957.480.888bicubic-53.617-51.139-173
1184lambda_resnet26rpt_256.c1_in1k25626.03173.96944.23255.76810.990.940bicubic-52.923-50.190-99
1185dpn68.mx_in1k22426.01273.98944.06555.93512.610.875bicubic-50.326-48.946+95
1186hardcorenas_c.miil_green_in1k22426.00873.99244.85255.1485.520.875bilinear-51.086-48.339+55
1187fastvit_t8.apple_dist_in1k25625.99274.00844.42455.5764.030.900bicubic-51.178-48.850+49
1188repghostnet_150.in1k22425.98274.01844.36955.6316.580.875bicubic-51.490-49.375+28
1189hrnet_w18.ms_in1k22425.97874.02244.80355.19721.300.875bilinear-50.782-48.643+70
1190hardcorenas_f.miil_green_in1k22425.96674.03444.22255.7788.200.875bilinear-52.140-49.578-26
1191vit_small_patch16_224.augreg_in1k22425.95674.04343.96056.04022.050.900bicubic-52.886-50.318-94
1192mobilenetv1_100h.ra4_e3600_r224_in1k22425.94574.05544.36555.6355.280.950bicubic-49.543-48.191+116
1193regnety_040.pycls_in1k22425.92574.07543.86256.13820.650.875bicubic-53.311-50.802-134
1194hrnet_w18_small_v2.gluon_in1k22425.91174.08943.81756.18315.600.875bicubic-52.273-50.093-37
1195resnext50d_32x4d.bt_in1k28825.90974.09142.95257.04825.050.950bicubic-54.771-52.354-315
1196resnet34.bt_in1k22425.90774.09343.63656.36421.800.950bicubic-49.001-48.608+129
1197regnetx_016.tv2_in1k22425.88874.11243.35756.6439.190.965bicubic-53.564-51.415-167
1198densenet121.ra_in1k28825.87474.12644.90455.0967.980.950bicubic-50.606-48.470+79
1199res2net50_26w_4s.in1k22425.86874.13243.15956.84125.700.875bilinear-52.118-50.667-24
1200coat_tiny.in1k22425.86674.13443.28656.7145.500.900bicubic-52.576-50.750-65
1201tresnet_m.miil_in1k_44844825.86074.14042.88357.11731.390.875bilinear-55.850-52.684-466
1202fastvit_t8.apple_in1k25625.85074.15044.11055.8904.030.900bicubic-50.334-48.932+82
1203resnet50c.gluon_in1k22425.79074.21043.03956.96125.580.875bicubic-52.227-50.955-32
1204efficientnet_b1.ft_in1k22425.76874.23243.61856.3827.791.000bicubic-51.640-49.907+16
1205selecsls60.in1k22425.74874.25244.06555.93530.670.875bicubic-52.238-49.797-29
1206halonet26t.a1h_in1k25625.73874.26243.23556.76512.480.950bicubic-53.396-51.105-136
1207dla60_res2net.in1k22425.67574.32543.59356.40720.850.875bilinear-52.805-50.609-77
1208poolformer_s12.sail_in1k22425.66474.33644.19055.81011.920.900bicubic-51.580-49.348+23
1209hardcorenas_e.miil_green_in1k22425.66074.34043.43656.5648.070.875bilinear-52.130-50.254-15
1210dla60_res2next.in1k22425.62874.37243.68956.31117.030.875bilinear-52.860-50.455-83
1211eca_halonext26ts.c1_in1k25625.54674.45443.22156.77910.760.940bicubic-53.972-51.488-188
1212ecaresnet26t.ra2_in1k32025.53874.46243.69156.30916.010.950bicubic-54.362-51.379-232
1213convnext_femto.d1_in1k28825.53274.46843.66456.3365.220.950bicubic-53.178-50.778-103
1214mixnet_l.ft_in1k22425.53274.46843.48556.5157.330.875bicubic-53.440-50.697-132
1215resmlp_12_224.fb_in1k22425.52674.47444.35555.64515.350.875bicubic-51.134-48.815+48
1216tf_efficientnet_lite1.in1k24025.52474.47643.61156.3895.420.882bicubic-51.148-49.621+46
1217cs3darknet_focus_m.c2ns_in1k28825.50674.49343.76456.2369.300.950bicubic-51.785-50.206+9
1218res2net50d.in1k22425.50374.49743.06456.93625.720.875bilinear-54.767-51.956-279
1219bat_resnext26ts.ch_in1k25625.50174.49943.21456.78610.730.900bicubic-52.779-50.650-70
1220repvgg_a2.rvgg_in1k22425.49374.50743.89256.10828.210.875bilinear-50.999-49.124+56
1221resnext50_32x4d.tv_in1k22425.48174.51942.81757.18325.030.875bilinear-52.151-50.857-18
1222cs3darknet_m.c2ns_in1k25625.43874.56243.92756.0739.310.950bicubic-51.586-49.783+23
1223botnet26t_256.c1_in1k25625.43674.56442.62857.37212.490.950bicubic-53.818-51.902-168
1224regnety_008_tv.tv2_in1k22425.42474.57643.43656.5646.430.965bicubic-53.234-50.936-109
1225tf_mixnet_l.in1k22425.42274.57842.52857.4727.330.875bicubic-53.364-51.468-121
1226res2next50.in1k22425.40274.59842.52857.47224.670.875bilinear-52.834-51.376-73
1227convnext_femto_ols.d1_in1k28825.39174.60943.17856.8225.230.950bicubic-53.523-51.368-137
1228hardcorenas_b.miil_green_in1k22425.38574.61544.16555.8355.180.875bilinear-51.167-48.601+40
1229resnetv2_50x1_bit.goog_in21k_ft_in1k44825.35574.64545.37354.62725.551.000bilinear-55.023-49.723-311
1230efficientformerv2_s0.snap_dist_in1k22425.35574.64543.92356.0773.600.950bicubic-50.767-48.933+56
1231regnety_032.pycls_in1k22425.33774.66242.95257.04819.440.875bicubic-53.566-51.486-140
1232wide_resnet50_2.tv_in1k22425.33074.67042.19057.81068.880.875bilinear-53.150-51.896-101
1233hardcorenas_d.miil_green_in1k22425.32874.67243.17656.8247.500.875bilinear-52.122-50.304-16
1234dla102.in1k22425.32674.67443.83956.16133.270.875bilinear-52.698-50.107-64
1235legacy_seresnet101.in1k22425.32674.67442.82357.17749.330.875bilinear-53.070-51.435-96
1236seresnext26ts.ch_in1k25625.32274.67843.80356.19710.391.000bicubic-52.444-49.907-40
1237resnest14d.gluon_in1k22425.31674.68444.08855.91210.610.875bilinear-50.206-48.418+66
1238mobilenetv1_100h.ra4_e3600_r224_in1k25625.31674.68443.87256.1285.280.950bicubic-51.278-49.394+28
1239selecsls60b.in1k22425.31474.68643.49756.50332.770.875bicubic-53.096-50.669-101
1240eca_resnext26ts.ch_in1k25625.30874.69243.86256.13810.301.000bicubic-52.114-49.778-21
1241mobilenetv1_100.ra4_e3600_r224_in1k22425.23574.76544.30455.6964.230.950bicubic-49.763-48.102+82
1242legacy_seresnext50_32x4d.in1k22425.21274.78841.96458.03627.560.875bilinear-53.872-52.468-168
1243ghostnetv2_130.in1k22425.17274.82843.29656.7048.960.875bicubic-51.590-50.064+15
1244mixer_b16_224.goog_in21k_ft_in1k22425.14574.85541.23758.76359.880.875bicubic-51.495-50.991+20
1245resnet50.a3_in1k22425.06874.93241.96858.03225.560.950bicubic-52.984-51.812-78
1246eca_botnext26ts_256.c1_in1k25625.04774.95343.03756.96310.590.950bicubic-54.225-51.561-193
1247convnext_atto.d2_in1k22425.03774.96343.06256.9383.700.950bicubic-50.603-49.840+52
1248efficientnet_b0.ra_in1k22425.02174.97942.78957.2115.290.875bicubic-52.679-50.745-49
1249res2net50_48w_2s.in1k22425.01974.98142.21757.78325.290.875bilinear-52.517-51.347-38
1250xcit_nano_12_p8_224.fb_dist_in1k22424.95875.04243.29256.7083.051.000bicubic-51.372-49.780+32
1251resnet34.gluon_in1k22424.95275.04842.29457.70621.800.875bicubic-49.622-49.694+85
1252mobilenetv2_120d.ra_in1k22424.92175.07943.03956.9615.830.875bicubic-52.377-50.477-27
1253dla60.in1k22424.91975.08143.31456.68622.040.875bilinear-52.129-50.004-10
1254gcresnext26ts.ch_in1k25624.89775.10342.50657.49410.481.000bicubic-52.681-51.230-45
1255convnextv2_atto.fcmae_ft_in1k28824.87675.12442.48557.5153.710.950bicubic-52.918-51.247-63
1256resnet34.bt_in1k28824.83675.16442.10157.89921.800.950bicubic-51.672-51.243+19
1257regnety_016.pycls_in1k22424.81375.18742.61657.38411.200.875bicubic-53.091-51.106-73
1258seresnet50.a3_in1k22424.81375.18742.10157.89928.090.950bicubic-52.223-50.971-14
1259mobilenetv1_100.ra4_e3600_r224_in1k25624.79775.20343.48756.5134.230.950bicubic-51.289-49.525+28
1260resnet34.a3_in1k16024.74875.25242.58357.41721.800.950bicubic-45.824-46.939+136
1261pit_ti_distilled_224.in1k22424.72275.27843.19056.8105.100.900bicubic-49.556-48.738+80
1262cs3darknet_m.c2ns_in1k28824.64075.36043.00956.9919.310.950bicubic-52.988-51.009-58
1263convnext_atto_ols.a2_in1k22424.61675.38442.85657.1443.700.950bicubic-51.328-50.074+29
1264resnet50.bt_in1k28824.59575.40541.47858.52225.560.950bicubic-55.063-53.428-252
1265eca_resnext26ts.ch_in1k28824.59375.40742.53657.46410.301.000bicubic-53.423-51.396-93
1266regnetx_016.pycls_in1k22424.57775.42342.51457.4869.190.875bicubic-52.347-50.916-14
1267tf_efficientnet_lite2.in1k26024.56575.43542.25957.7416.090.890bicubic-52.907-51.233-52
1268mobilevitv2_100.cvnets_in1k25624.55275.44842.95457.0464.900.888bicubic-53.540-51.214-103
1269resnext26ts.ra2_in1k25624.53475.46642.06657.93410.301.000bicubic-52.050-51.068-2
1270seresnext26ts.ch_in1k28824.52275.47842.65057.35010.391.000bicubic-53.770-51.426-122
1271skresnet18.ra_in1k22424.48775.51342.56157.43911.960.875bicubic-48.533-48.611+92
1272resnet18.a1_in1k22424.47175.52941.35758.64311.691.000bicubic-46.639-48.429+118
1273hardcorenas_a.miil_green_in1k22424.39075.61043.34956.6515.260.875bilinear-51.536-49.137+20
1274tf_efficientnet_lite0.in1k22424.37875.62142.49057.5104.650.875bicubic-50.468-49.690+54
1275resnet18d.ra2_in1k22424.34775.65342.98057.02011.710.950bicubic-48.119-47.832+94
1276hrnet_w18.ms_aug_in1k22424.33775.66342.86657.13421.300.950bilinear-53.773-51.202-113
1277efficientvit_m4.r224_in1k22424.29075.71041.75858.2428.800.875bicubic-50.068-50.224+62
1278mobilenetv4_conv_small.e2400_r224_in1k25624.25575.74542.55157.4493.770.950bicubic-50.389-49.471+54
1279ese_vovnet19b_dw.ra_in1k22424.19875.80242.19857.8026.540.950bicubic-52.602-51.174-22
1280gcresnext26ts.ch_in1k28824.19075.81041.34758.65310.481.000bicubic-54.248-52.687-143
1281mobilenetv4_conv_small.e2400_r224_in1k22424.16275.83842.10957.8913.770.950bicubic-49.524-49.271+72
1282tf_efficientnet_b1.in1k24024.12175.87941.52058.4807.790.882bicubic-54.429-52.576-160
1283resnet50.tv_in1k22424.06475.93641.32958.67125.560.875bilinear-52.092-51.537+2
1284xcit_nano_12_p8_384.fb_dist_in1k38424.06275.93842.03357.9673.051.000bicubic-53.750-51.991-94
1285levit_128s.fb_dist_in1k22424.03775.96340.98359.0177.780.900bicubic-52.485-51.891-12
1286levit_conv_128s.fb_dist_in1k22424.03575.96540.98359.0177.780.900bicubic-52.499-51.899-16
1287legacy_seresnet34.in1k22424.01975.98141.90358.09721.960.875bilinear-50.769-50.231+42
1288xcit_nano_12_p16_384.fb_dist_in1k38423.99376.00742.27857.7223.051.000bicubic-51.475-50.392+21
1289repghostnet_130.in1k22423.96676.03441.67158.3295.480.875bicubic-52.412-51.225-11
1290efficientnet_lite0.ra_in1k22423.90576.09542.13157.8694.650.875bicubic-51.585-50.383+17
1291efficientnet_es_pruned.in1k22423.85876.14242.00557.9955.440.875bicubic-51.154-50.439+31
1292densenet121.tv_in1k22423.83876.16241.93258.0687.980.875bicubic-50.910-50.222+38
1293regnetx_008.tv2_in1k22423.77176.22940.71659.2847.260.965bicubic-53.517-52.946-65
1294resnet26t.ra2_in1k32023.74476.25641.35558.64516.011.000bicubic-54.586-52.691-150
1295dla34.in1k22423.69376.30741.55758.44315.740.875bilinear-50.947-50.495+37
1296mobilenetv2_140.ra_in1k22423.69376.30741.45958.5416.110.875bicubic-52.835-51.549-24
1297mixnet_m.ft_in1k22423.69176.30941.17458.8265.010.875bicubic-53.579-52.242-67
1298legacy_seresnet50.in1k22423.64076.36040.09959.90128.090.875bilinear-54.004-53.621-96
1299convnext_atto.d2_in1k28823.61276.38841.09358.9073.700.950bicubic-53.404-52.611-53
1300resnext26ts.ra2_in1k28823.60676.39440.93059.07010.301.000bicubic-53.576-52.544-66
1301resnet34.tv_in1k22423.49476.50641.38058.62021.800.875bilinear-49.804-50.042+57
1302tf_mixnet_m.in1k22423.47376.52741.00758.9935.010.875bicubic-53.489-52.163-53
1303efficientvit_m3.r224_in1k22423.39676.60440.51459.4866.900.875bicubic-50.000-50.832+52
1304selecsls42b.in1k22423.39476.60640.66359.33732.460.875bicubic-53.786-52.727-69
1305tf_efficientnet_em.in1k24023.39276.60840.41359.5876.900.882bicubic-54.736-53.641-143
1306resnet34.a3_in1k22423.35776.64340.13059.87021.800.950bicubic-49.625-50.986+59
1307repvgg_b0.rvgg_in1k22423.33976.66141.26258.73815.820.875bilinear-51.823-51.158+8
1308xcit_nano_12_p16_224.fb_dist_in1k22423.27076.73041.45958.5413.051.000bicubic-49.048-49.367+67
1309regnety_004.tv2_in1k22423.27076.73040.87159.1294.340.965bicubic-52.320-51.837-7
1310convnext_atto_ols.a2_in1k28823.13776.86340.89759.1033.700.950bicubic-54.083-52.803-77
1311resnet18.a1_in1k28823.07476.92639.56960.43111.691.000bicubic-50.090-51.486+50
1312mobilenetv2_110d.ra_in1k22423.07076.93040.74959.2514.520.875bicubic-51.984-51.437+9
1313vit_base_patch32_224.sam_in1k22423.04676.95439.55760.44388.220.900bicubic-50.660-51.455+39
1314tinynet_b.in1k18823.04276.95840.96059.0403.730.875bicubic-51.932-51.228+10
1315resnet18d.ra2_in1k28823.02576.97541.12558.87511.710.950bicubic-50.769-50.709+36
1316mobilenetv4_conv_small.e1200_r224_in1k25622.96077.04041.06258.9383.770.950bicubic-51.336-51.056+24
1317repghostnet_111.in1k22422.88777.11340.50859.4924.540.875bicubic-52.181-51.688+2
1318mobileone_s1.apple_in1k22422.83077.17039.88760.1134.830.900bilinear-52.956-52.905-23
1319seresnext26t_32x4d.bt_in1k22422.78577.21539.24660.75416.810.950bicubic-55.085-54.566-134
1320deit_tiny_distilled_patch16_224.fb_in1k22422.71277.28840.77559.2255.910.900bicubic-51.828-51.119+17
1321mobilenetv3_large_100.ra_in1k22422.69177.30940.71059.2905.480.875bicubic-53.093-51.818-25
1322mobilenetv4_conv_small.e1200_r224_in1k22422.66577.33540.88159.1193.770.950bicubic-50.503-50.329+38
1323repvgg_a1.rvgg_in1k22422.65377.34739.88160.11914.090.875bilinear-51.815-51.959+15
1324mobilevit_s.cvnets_in1k25622.63777.36238.85561.1455.580.900bicubic-55.665-55.311-177
1325mobilenetv3_rw.rmsp_in1k22422.63277.36840.40659.5945.480.875bicubic-52.982-52.292-26
1326ghostnetv2_100.in1k22422.63277.36840.08959.9116.160.875bicubic-52.544-52.245-11
1327edgenext_x_small.in1k28822.59277.40839.51560.4852.341.000bicubic-53.114-53.245-30
1328tf_mobilenetv3_large_100.in1k22422.55377.44739.76560.2355.480.875bilinear-52.961-52.837-25
1329tf_efficientnet_b0.in1k22422.55377.44739.59660.4045.290.875bicubic-53.983-53.414-59
1330xcit_nano_12_p8_224.fb_in1k22422.50477.49640.79559.2053.051.000bicubic-51.392-51.359+19
1331resnet26d.bt_in1k22422.49677.50439.59860.40216.010.950bicubic-54.210-53.614-70
1332tf_efficientnet_es.in1k22422.42177.57939.11760.8835.440.875bicubic-54.187-54.059-67
1333hrnet_w18_small_v2.ms_in1k22422.38277.61839.89160.10915.600.875bilinear-52.736-52.527-17
1334edgenext_x_small.in1k25622.30277.69839.38860.6122.341.000bicubic-52.558-52.784-7
1335regnetx_004_tv.tv2_in1k22422.27477.72639.21760.7835.500.965bicubic-52.328-52.9550
1336convit_tiny.fb_in1k22422.26477.73639.67860.3225.710.875bicubic-50.862-52.011+26
1337regnety_008.pycls_in1k22422.13177.87038.98561.0156.260.875bicubic-54.204-54.075-56
1338ese_vovnet19b_dw.ra_in1k28822.09377.90739.48060.5206.540.950bicubic-55.713-54.296-147
1339resnet18.a2_in1k22421.98778.01338.53761.46311.691.000bicubic-48.271-50.829+60
1340regnetx_008.pycls_in1k22421.97778.02338.92261.0787.260.875bicubic-53.085-53.418-20
1341regnety_006.pycls_in1k22421.97378.02738.95761.0436.060.875bicubic-53.289-53.567-28
1342semnasnet_100.rmsp_in1k22421.95678.04438.70261.2983.890.875bicubic-53.496-53.908-31
1343vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k38421.94278.05839.49260.5086.361.000bicubic-54.020-53.784-52
1344resnet26.bt_in1k22421.85978.14138.76161.23916.000.950bicubic-53.477-53.879-32
1345pit_ti_224.in1k22421.85778.14339.51760.4834.850.900bicubic-51.067-51.895+22
1346pvt_v2_b0.in1k22421.84078.16040.14059.8603.670.900bicubic-48.816-50.072+49
1347seresnext26d_32x4d.bt_in1k22421.80678.19438.22061.78016.810.950bicubic-55.928-55.094-150
1348regnetx_006.pycls_in1k22421.74578.25538.94061.0606.200.875bicubic-52.139-52.726+2
1349vit_tiny_patch16_384.augreg_in21k_ft_in1k38421.71278.28839.32160.6795.791.000bicubic-56.734-55.231-215
1350crossvit_9_240.in1k24021.70278.29839.26260.7388.550.875bicubic-52.274-52.714-4
1351vgg19_bn.tv_in1k22421.63778.36339.28560.715143.680.875bilinear-52.599-52.558-9
1352semnasnet_075.rmsp_in1k22421.59678.40438.95061.0502.910.875bicubic-51.396-52.168+12
1353resnet18.gluon_in1k22421.55978.44138.89161.10911.690.875bicubic-49.285-50.859+40
1354mobilevitv2_075.cvnets_in1k25621.54978.45138.60861.3922.870.888bicubic-54.055-54.146-53
1355fbnetc_100.rmsp_in1k22421.54178.45938.15661.8445.570.875bilinear-53.573-54.226-38
1356repghostnet_100.in1k22421.49078.51038.69661.3044.070.875bicubic-52.710-52.854-13
1357xcit_nano_12_p16_224.fb_in1k22421.44978.55139.78760.2133.051.000bicubic-48.533-49.995+44
1358mixnet_s.ft_in1k22421.39978.60038.23261.7684.130.875bicubic-54.602-54.570-70
1359ghostnet_100.in1k22421.37678.62438.13061.8705.180.875bicubic-52.584-53.412-12
1360mnasnet_100.rmsp_in1k22421.37078.63037.72562.2754.380.875bicubic-53.292-54.383-29
1361resnet18.fb_ssl_yfcc100m_ft_in1k22421.29078.71039.12660.87411.690.875bilinear-51.346-52.290+7
1362lcnet_100.ra2_in1k22421.28478.71638.89161.1092.950.875bicubic-50.844-51.477+18
1363legacy_seresnext26_32x4d.in1k22421.08778.91337.64162.35916.790.875bicubic-56.013-55.691-123
1364crossvit_tiny_240.in1k24021.05078.95038.06161.9397.010.875bicubic-52.280-53.849-7
1365efficientvit_m2.r224_in1k22421.04878.95237.67862.3224.190.875bicubic-49.752-52.482+29
1366repvgg_a0.rvgg_in1k22420.98379.01737.60962.3919.110.875bilinear-51.441-52.905+5
1367resnet18.a2_in1k28820.95179.04936.84963.15111.691.000bicubic-51.410-53.765+6
1368regnetx_004.pycls_in1k22420.90679.09437.56262.4385.160.875bicubic-51.526-53.286+2
1369seresnext26t_32x4d.bt_in1k28820.87179.12936.37163.62916.810.950bicubic-57.865-57.947-261
1370spnasnet_100.rmsp_in1k22420.84979.15137.92262.0784.420.875bilinear-53.233-53.906-26
1371legacy_seresnet18.in1k22420.82879.17237.63162.36911.780.875bicubic-50.914-52.709+13
1372mobilenetv2_100.ra_in1k22420.76779.23337.76962.2313.500.875bicubic-52.195-53.251-6
1373tf_mixnet_s.in1k22420.46479.53636.63363.3674.130.875bicubic-55.188-55.995-75
1374vit_tiny_patch16_224.augreg_in21k_ft_in1k22420.46279.53837.61562.3855.720.900bicubic-54.996-55.229-64
1375regnety_004.pycls_in1k22420.42779.57337.03062.9704.340.875bicubic-53.579-54.726-30
1376tf_mobilenetv3_large_075.in1k22420.40379.59736.80063.2003.990.875bilinear-53.045-54.544-22
1377hrnet_w18_small.gluon_in1k22420.39079.61137.06562.93513.190.875bicubic-53.544-54.105-29
1378hrnet_w18_small.ms_in1k22420.35679.64437.08162.91913.190.875bilinear-51.990-53.603-4
1379resnet26d.bt_in1k28820.27379.72736.35663.64416.010.950bicubic-57.151-57.274-161
1380resnet18.tv_in1k22420.23879.76237.25862.74211.690.875bilinear-49.514-51.824+23
1381mixer_l16_224.goog_in21k_ft_in1k22420.14279.85832.96667.034208.200.875bicubic-51.948-54.6840
1382deit_tiny_patch16_224.fb_in1k22420.13279.86837.57662.4245.720.900bicubic-52.064-53.524-3
1383tf_mobilenetv3_large_minimal_100.in1k22420.13079.87036.91463.0863.920.875bilinear-52.140-53.748-7
1384seresnext26d_32x4d.bt_in1k28820.06379.93735.24164.75916.810.950bicubic-58.763-59.017-286
1385efficientvit_m1.r224_in1k22419.97580.02536.48163.5192.980.875bicubic-48.379-52.203+24
1386vgg16_bn.tv_in1k22419.96580.03536.31663.684138.370.875bilinear-53.391-55.184-30
1387resnet26.bt_in1k28819.75980.24135.84964.15116.000.950bicubic-56.613-57.327-108
1388resnet18.a3_in1k16019.70080.30035.41664.58411.690.950bicubic-45.964-50.862+34
1389repghostnet_080.in1k22419.47680.52435.95364.0473.280.875bicubic-52.760-54.539-11
1390vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k22419.36080.64036.08863.9126.340.900bicubic-52.460-54.726-7
1391mobileone_s0.apple_in1k22419.30180.69935.33664.6645.290.875bilinear-52.097-54.528-3
1392tinynet_c.in1k18419.29580.70536.02963.9712.460.875bicubic-51.941-53.719-3
1393edgenext_xx_small.in1k28818.87281.12835.17564.8251.331.000bicubic-53.014-55.359-11
1394edgenext_xx_small.in1k25618.65881.34234.97865.0221.331.000bicubic-52.350-54.882-2
1395efficientvit_b0.r224_in1k22418.47281.52833.23766.7633.410.950bicubic-52.928-56.197-8
1396resnet18.a3_in1k22418.43481.56633.44566.55511.690.950bicubic-49.812-54.713+15
1397mobilevit_xs.cvnets_in1k25618.31881.68233.20866.7922.320.900bicubic-56.314-59.140-63
1398lcnet_075.ra2_in1k22418.11481.88634.36365.6372.360.875bicubic-50.670-54.025+9
1399vgg19.tv_in1k22417.93182.06933.06666.934143.670.875bilinear-54.469-57.812-27
1400vgg13_bn.tv_in1k22417.81182.18934.04165.959133.050.875bilinear-53.779-56.337-14
1401resnet10t.c3_in1k17617.63182.37033.64866.3525.440.950bicubic-48.803-52.980+16
1402resnet14t.c3_in1k17617.58382.41732.77767.22310.080.950bicubic-53.471-56.909-11
1403vgg16.tv_in1k22417.53682.46432.75667.244138.360.875bilinear-54.064-57.642-18
1404regnety_002.pycls_in1k22417.45682.54432.46167.5393.160.875bicubic-52.838-57.073-6
1405vgg11_bn.tv_in1k22417.39782.60332.95267.048132.870.875bilinear-52.987-56.856-8
1406mobilevitv2_050.cvnets_in1k25617.34882.65233.00766.9931.370.888bicubic-52.804-56.923-6
1407repghostnet_058.in1k22417.20282.79832.64267.3582.550.875bicubic-51.732-55.744-2
1408regnetx_002.pycls_in1k22416.97283.02832.24767.7532.680.875bicubic-51.788-56.3170
1409mobilenetv3_small_100.lamb_in1k22416.84383.15732.53467.4662.540.875bicubic-50.796-55.116+5
1410mobilenetv2_050.lamb_in1k22416.72383.27731.89568.1051.970.875bicubic-49.211-54.193+10
1411resnet10t.c3_in1k22416.70983.29132.13967.8615.440.950bicubic-51.637-55.883-1
1412tinynet_d.in1k15216.68383.31732.46767.5332.340.875bicubic-50.287-54.589+4
1413efficientvit_m0.r224_in1k22416.66083.34031.94268.0582.350.875bicubic-46.634-53.208+12
1414mnasnet_small.lamb_in1k22416.62883.37231.88968.1112.030.875bicubic-49.568-54.583+4
1415dla60x_c.in1k22416.33283.66831.75968.2411.320.875bilinear-51.596-56.675-2
1416tf_mobilenetv3_small_100.in1k22416.25383.74731.13668.8642.540.875bilinear-51.679-56.550-4
1417vgg13.tv_in1k22416.12783.87330.99169.009133.050.875bilinear-53.813-58.265-15
1418resnet14t.c3_in1k22415.99984.00130.04069.96010.080.950bicubic-56.243-60.278-41
1419vgg11.tv_in1k22415.71584.28530.46469.536132.860.875bilinear-53.333-58.168-15
1420repghostnet_050.in1k22415.60184.39930.22169.7792.310.875bicubic-51.379-56.719-5
1421mobilenetv3_small_075.lamb_in1k22414.98985.01029.74570.2552.040.875bicubic-50.283-55.725+2
1422tf_mobilenetv3_small_075.in1k22414.97285.02829.64770.3532.040.875bilinear-50.752-56.487-1
1423dla46_c.in1k22414.74485.25629.35470.6461.300.875bilinear-50.136-56.976+1
1424mobilevit_xxs.cvnets_in1k25614.55585.44528.73771.2631.270.900bicubic-54.375-60.205-18
1425dla46x_c.in1k22414.40285.59829.23670.7641.070.875bilinear-51.606-57.710-6
1426tf_mobilenetv3_small_minimal_100.in1k22414.24985.75128.67071.3302.040.875bilinear-48.645-55.612+1
1427lcnet_050.ra2_in1k22414.23785.76328.53171.4691.880.875bicubic-48.893-55.869-1
1428tinynet_e.in1k10612.74387.25726.49573.5052.040.875bicubic-47.127-55.2910
1429mobilenetv3_small_050.lamb_in1k22411.00288.99823.41676.5841.590.875bicubic-46.922-56.7260
1430test_byobnet.r160_in1k1607.46992.53117.55482.4460.460.875bicubic-37.927-53.050+1
1431test_efficientnet.r160_in1k1607.20692.79416.75883.2420.360.875bicubic-39.218-54.200-1
1432test_vit.r160_in1k1604.81495.18611.80288.1980.370.875bicubic-36.018-55.4040