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

141 KiB

1modelimg_sizetop1top1_errtop5top5_errparam_countcrop_pctinterpolationtop1_difftop5_diffrank_diff
2eva_giant_patch14_336.clip_ft_in1k33671.20028.80090.3369.6641,013.011.000bicubic-18.262-8.492+6
3eva02_large_patch14_448.mim_m38m_ft_in22k_in1k44870.66829.33289.83510.165305.081.000bicubic-19.386-9.221-1
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_in1k22470.07629.92489.76610.2341,012.560.900bicubic-18.810-8.914+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_in1k44867.56132.43987.49612.504305.081.000bicubic-22.405-11.520-5
9eva_giant_patch14_560.m30m_ft_in22k_in1k56067.48032.52087.47112.5291,014.451.000bicubic-22.316-11.519-5
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_in1k44866.98733.01387.45512.545305.081.000bicubic-22.645-11.499-6
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_in1k22465.30934.69186.86213.138632.051.000bicubic-22.969-11.690+10
16vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k33665.28934.71186.76513.235632.461.000bicubic-23.339-11.905-1
17convnext_large_mlp.clip_laion2b_augreg_ft_in1k25665.07134.92986.28813.712200.131.000bicubic-22.265-11.934+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_in1k22464.82735.17386.58113.419304.201.000bicubic-22.471-11.657+44
20regnety_1280.swag_ft_in1k38464.11035.89086.05213.948644.811.000bicubic-24.114-12.646+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_in1k22462.06237.93884.34815.652304.201.000bicubic-25.835-14.060+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_in1k19661.14938.85182.75917.241304.141.000bicubic-26.807-15.721+11
28eva_large_patch14_336.in22k_ft_in22k_in1k33660.93539.06582.15317.847304.531.000bicubic-28.315-16.699-19
29convnext_base.clip_laion2b_augreg_ft_in12k_in1k_38438460.81539.18583.21316.78888.591.000bicubic-26.335-15.015+38
30convnext_base.clip_laion2b_augreg_ft_in1k25660.31839.68282.71917.28188.591.000bicubic-25.866-15.209+107
31regnety_1280.swag_lc_in1k22459.93440.06683.15216.848644.810.965bicubic-26.032-14.700+127
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+84
34convnext_base.clip_laiona_augreg_ft_in1k_38438459.41440.58682.24817.75288.591.000bicubic-27.074-15.714+76
35eva02_base_patch14_448.mim_in22k_ft_in22k_in1k44858.51041.49080.78619.21487.121.000bicubic-30.172-17.942-22
36resnext101_32x32d.fb_wsl_ig1b_ft_in1k22458.41741.58380.41219.588468.530.875bilinear-26.681-17.030+211
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_in1k44858.03241.96880.73319.26787.121.000bicubic-30.234-17.837-12
39regnety_320.swag_ft_in1k38457.93642.06481.50318.497145.051.000bicubic-28.924-16.853+44
40convnextv2_huge.fcmae_ft_in22k_in1k_38438457.88942.11179.65420.346660.291.000bicubic-30.773-19.080-26
41convnextv2_huge.fcmae_ft_in22k_in1k_51251257.85942.14179.42820.572660.291.000bicubic-31.001-19.312-30
42resnext101_32x16d.fb_wsl_ig1b_ft_in1k22457.69842.30279.91320.087194.030.875bilinear-26.466-17.275+324
43resnext101_32x16d.fb_swsl_ig1b_ft_in1k22457.47242.52880.40419.596194.030.875bilinear-25.874-16.440+462
44beit_large_patch16_384.in22k_ft_in22k_in1k38456.97943.02179.16620.834305.001.000bicubic-31.403-19.442-23
45vit_base_patch16_clip_384.laion2b_ft_in1k38456.86943.13179.99020.01086.861.000bicubic-29.769-18.018+50
46beit_large_patch16_512.in22k_ft_in22k_in1k51256.79643.20478.89721.103305.671.000bicubic-31.782-19.763-28
47resnext101_32x8d.fb_swsl_ig1b_ft_in1k22456.44843.55278.97421.02688.790.875bilinear-27.834-18.200+304
48maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k38456.28343.71777.30522.695116.141.000bicubic-31.529-21.062-4
49maxvit_xlarge_tf_384.in21k_ft_in1k38456.22843.77278.74621.254475.321.000bicubic-32.076-19.794-25
50maxvit_xlarge_tf_512.in21k_ft_in1k51256.16143.83978.68121.319475.771.000bicubic-32.379-19.971-31
51maxvit_base_tf_512.in21k_ft_in1k51256.10843.89278.66121.339119.881.000bicubic-32.104-19.877-20
52deit3_huge_patch14_224.fb_in22k_ft_in1k22455.78444.21677.63622.364632.131.000bicubic-31.396-20.628+14
53maxvit_base_tf_384.in21k_ft_in1k38455.70244.29878.02721.973119.651.000bicubic-32.226-20.511-14
54regnety_320.swag_lc_in1k22455.44244.55879.74420.256145.050.965bicubic-29.190-17.740+244
55vit_base_patch16_clip_224.laion2b_ft_in1k22455.41944.58179.07020.93086.571.000bicubic-30.075-18.502+147
56regnety_160.swag_ft_in1k38455.16544.83579.32920.67183.591.000bicubic-30.853-18.721+97
57maxvit_large_tf_512.in21k_ft_in1k51255.15344.84777.26022.740212.331.000bicubic-33.083-21.348-28
58maxvit_large_tf_384.in21k_ft_in1k38455.06944.93177.14822.852212.031.000bicubic-32.927-21.420-22
59convnext_xlarge.fb_in22k_ft_in1k_38438455.01044.99076.77123.229350.201.000bicubic-32.756-21.783-14
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+525
62deit3_large_patch16_384.fb_in22k_ft_in1k38454.91245.08877.37622.624304.761.000bicubic-32.822-21.132-16
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+10
66hgnetv2_b6.ssld_stage1_in22k_in1k22454.29145.70977.29222.70875.260.965bicubic-31.761-20.514+83
67beitv2_large_patch16_224.in1k_ft_in1k22454.16945.83175.56824.432304.430.950bicubic-33.245-22.648-9
68convnextv2_large.fcmae_ft_in22k_in1k_38438453.91746.08376.03223.968197.961.000bicubic-34.261-22.486-35
69hgnetv2_b6.ssld_stage2_ft_in1k22453.86046.14077.00322.99775.260.965bicubic-32.346-20.807+65
70maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k22453.78046.22075.16024.840116.140.950bicubic-33.128-22.844+10
71resnext101_32x4d.fb_swsl_ig1b_ft_in1k22453.64646.35476.40723.59344.180.875bilinear-29.622-20.353+439
72vit_base_patch16_clip_384.laion2b_ft_in12k_in1k38453.49746.50375.65924.34186.861.000bicubic-33.715-22.369-7
73hgnetv2_b6.ssld_stage1_in22k_in1k28853.16946.83176.17823.82275.261.000bicubic-33.129-21.910+51
74vit_base_patch16_clip_384.openai_ft_in1k38453.09646.90476.68323.31786.861.000bicubic-33.122-21.203+57
75regnety_160.swag_lc_in1k22453.09046.91078.16221.83883.590.965bicubic-30.718-18.498+346
76hgnetv2_b6.ssld_stage2_ft_in1k28853.01546.98576.05023.95075.261.000bicubic-33.369-21.888+42
77convnextv2_base.fcmae_ft_in22k_in1k_38438452.90547.09575.08724.91388.721.000bicubic-34.733-23.329-30
78convformer_b36.sail_in22k_ft_in1k_38438452.89547.10574.96325.03799.881.000bicubic-34.707-23.469-29
79vit_large_patch16_384.augreg_in21k_ft_in1k38452.79947.20174.73525.265304.721.000bicubic-34.295-23.571-9
80caformer_b36.sail_in22k_ft_in1k22452.78247.21875.27924.72198.751.000bicubic-34.658-23.052-24
81convnext_large.fb_in22k_ft_in1k_38438452.73847.26274.71025.290197.771.000bicubic-34.718-23.670-26
82convformer_b36.sail_in22k_ft_in1k22452.73047.27074.90825.09299.881.000bicubic-34.253-23.250-6
83convnext_xlarge.fb_in22k_ft_in1k22452.57347.42774.39525.605350.200.875bicubic-34.397-23.809-5
84coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k38452.40047.60073.80826.19273.881.000bicubic-35.002-24.500-25
85swinv2_large_window12to24_192to384.ms_in22k_ft_in1k38452.31247.68874.40125.599196.741.000bicubic-35.162-23.863-32
86convnext_xlarge.fb_in22k_ft_in1k28852.21047.79073.91626.084350.201.000bicubic-35.164-24.414-26
87vit_large_r50_s32_384.augreg_in21k_ft_in1k38452.03947.96173.54426.456329.091.000bicubic-34.145-24.130+49
88vit_large_patch16_224.augreg_in21k_ft_in1k22451.83148.16973.70626.294304.330.900bicubic-34.019-24.120+78
89vit_base_patch16_clip_224.laion2b_ft_in12k_in1k22451.81548.18574.66825.33286.570.950bicubic-34.395-23.088+43
90convnextv2_large.fcmae_ft_in22k_in1k22451.64448.35673.68426.316197.960.875bicubic-35.620-24.560-26
91convnext_base.fb_in22k_ft_in1k_38438451.55348.44774.53725.46388.591.000bicubic-35.273-23.707-5
92tf_efficientnet_l2.ns_jft_in1k_47547551.41048.59073.81726.183480.310.936bicubic-36.840-24.739-64
93maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k22451.18248.81873.13026.870116.090.950bicubic-35.456-24.884+1
94vit_base_patch16_clip_384.openai_ft_in12k_in1k38451.14948.85174.34425.65686.860.950bicubic-35.879-23.850-22
95caformer_m36.sail_in22k_ft_in1k_38438451.04148.95973.41526.58556.201.000bicubic-36.431-24.893-41
96swinv2_base_window12to24_192to384.ms_in22k_ft_in1k38451.00948.99173.28726.71387.921.000bicubic-36.131-24.941-28
97vit_base_patch16_clip_224.openai_ft_in1k22450.99349.00774.82425.17686.570.900bicubic-34.293-22.616+123
98tf_efficientnetv2_xl.in21k_ft_in1k38450.78949.21172.79027.210208.121.000bicubic-34.773-24.660+97
99hgnetv2_b5.ssld_stage1_in22k_in1k22450.78749.21373.64726.35339.570.965bicubic-33.669-23.181+221
100seresnextaa201d_32x8d.sw_in12k_ft_in1k_38438450.77149.22973.64526.355149.391.000bicubic-36.537-24.689-38
101hgnetv2_b5.ssld_stage2_ft_in1k22450.66349.33773.64126.35939.570.965bicubic-34.147-23.659+181
102convnextv2_base.fcmae_ft_in22k_in1k22450.55549.44572.74727.25388.720.875bicubic-36.197-25.273-12
103resnext50_32x4d.fb_swsl_ig1b_ft_in1k22450.49249.50873.30326.69725.030.875bilinear-31.670-22.921+581
104swinv2_large_window12to16_192to256.ms_in22k_ft_in1k25650.47149.52972.78427.216196.740.900bicubic-36.463-25.320-25
105swin_large_patch4_window12_384.ms_in22k_ft_in1k38450.34349.65772.53227.468196.741.000bicubic-36.795-25.698-36
106convnextv2_large.fcmae_ft_in22k_in1k28850.16649.83472.38927.611197.961.000bicubic-37.328-25.971-56
107vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k38450.09549.90572.60327.39764.271.000bicubic-37.341-25.655-50
108hiera_huge_224.mae_in1k_ft_in1k22450.07849.92271.23428.767672.780.900bicubic-36.756-26.776-23
109convnext_large.fb_in22k_ft_in1k28849.94250.05872.20827.792197.771.000bicubic-37.072-26.004-36
110convnext_large.fb_in22k_ft_in1k22449.92250.07872.20427.796197.770.875bicubic-36.690-25.832-13
111nextvit_large.bd_ssld_6m_in1k_38438449.79350.20772.83727.16357.871.000bicubic-36.749-25.295-8
112tf_efficientnetv2_xl.in21k_ft_in1k51249.74950.25172.11627.884208.121.000bicubic-36.999-25.898-21
113caformer_m36.sail_in22k_ft_in1k22449.70850.29272.13327.86656.201.000bicubic-36.900-25.904-15
114tf_efficientnetv2_l.in21k_ft_in1k38449.70050.30072.73127.269118.521.000bicubic-36.132-25.039+56
115vit_base_patch16_clip_224.openai_ft_in12k_in1k22449.69350.30772.87227.12886.570.950bicubic-36.270-24.846+44
116nextvit_base.bd_ssld_6m_in1k_38438449.64550.35572.61127.38944.821.000bicubic-36.719-25.429+5
117vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k25649.54350.45771.54428.45664.110.950bicubic-37.061-26.392-18
118resnet50.fb_swsl_ig1b_ft_in1k22449.51650.48472.34027.66025.560.875bilinear-31.630-23.226+705
119beitv2_base_patch16_224.in1k_ft_in22k_in1k22449.51250.48872.40727.59386.530.900bicubic-36.982-25.649-10
120hgnet_base.ssld_in1k22449.37450.62671.53628.46471.580.965bicubic-35.538-25.804+151
121coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k22449.34950.65170.83529.16573.880.950bicubic-37.191-27.061-17
122convnextv2_base.fcmae_ft_in22k_in1k28849.17050.83071.23728.76388.721.000bicubic-37.828-26.927-48
123convformer_m36.sail_in22k_ft_in1k_38438449.12950.87171.38528.61557.051.000bicubic-37.739-26.741-42
124vit_base_patch32_clip_224.laion2b_ft_in1k22449.07950.92172.60527.39588.220.900bicubic-33.551-23.599+478
125convformer_m36.sail_in22k_ft_in1k22449.06250.93871.47528.52557.051.000bicubic-37.090-26.377+15
126swin_large_patch4_window7_224.ms_in22k_ft_in1k22448.98151.01971.37528.625196.530.900bicubic-37.349-26.507-4
127convnext_base.fb_in22k_ft_in1k28848.95451.04671.70528.29588.591.000bicubic-37.344-26.235-4
128convnext_base.fb_in22k_ft_in1k22448.80651.19471.91128.08988.590.875bicubic-37.010-25.943+44
129hgnetv2_b5.ssld_stage1_in22k_in1k28848.79651.20471.53228.46839.571.000bicubic-36.128-25.982+140
130tf_efficientnetv2_l.in21k_ft_in1k48048.78551.21572.02927.971118.521.000bicubic-38.017-26.107-42
131swinv2_base_window12to16_192to256.ms_in22k_ft_in1k25648.78351.21771.37928.62187.920.900bicubic-37.493-26.529-5
132coatnet_2_rw_224.sw_in12k_ft_in1k22448.76351.23770.12129.87973.870.950bicubic-37.817-27.775-30
133beit_base_patch16_384.in22k_ft_in22k_in1k38448.69051.31072.08827.91286.741.000bicubic-38.126-26.048-46
134hgnetv2_b5.ssld_stage2_ft_in1k28848.65551.34571.38128.61939.571.000bicubic-36.495-26.219+105
135convnextv2_huge.fcmae_ft_in1k22448.57851.42269.54030.460660.290.875bicubic-37.682-28.212-8
136swin_base_patch4_window12_384.ms_in22k_ft_in1k38448.52151.47971.82928.17187.901.000bicubic-37.917-26.239-22
137caformer_s36.sail_in22k_ft_in1k_38438448.47251.52871.51328.48839.301.000bicubic-38.392-26.709-55
138tf_efficientnetv2_m.in21k_ft_in1k38448.42551.57571.89228.10854.141.000bicubic-36.343-25.548+149
139maxvit_base_tf_512.in1k51248.24651.75470.84429.156119.881.000bicubic-38.352-27.082-38
140vit_large_r50_s32_224.augreg_in21k_ft_in1k22448.21151.78970.87629.124328.990.900bicubic-36.221-26.276+190
141nextvit_large.bd_ssld_6m_in1k22448.07751.92371.14728.85357.870.950bicubic-37.447-26.529+58
142nextvit_base.bd_ssld_6m_in1k22448.04651.95470.72129.27944.820.950bicubic-37.136-26.873+92
143vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k25648.01451.98669.67130.32964.110.950bicubic-38.194-28.211-10
144vit_base_patch32_clip_384.laion2b_ft_in12k_in1k38447.95052.05070.89929.10188.301.000bicubic-37.460-26.761+69
145vit_base_patch8_224.augreg_in21k_ft_in1k22447.78652.21470.94729.05386.580.900bicubic-38.050-26.827+24
146tf_efficientnet_b7.ns_jft_in1k60047.72552.27569.60330.39866.350.949bicubic-39.127-28.477-62
147tf_efficientnet_b6.ns_jft_in1k52847.71952.28169.90330.09743.040.942bicubic-38.757-27.965-35
148deit3_base_patch16_384.fb_in22k_ft_in1k38447.67652.32469.73630.26486.881.000bicubic-39.068-28.374-56
149vit_base_patch32_clip_448.laion2b_ft_in12k_in1k44847.58252.41870.06629.93488.341.000bicubic-38.218-27.566+25
150hrnet_w48_ssld.paddle_in1k22447.53552.46569.39830.60277.470.950bilinear-36.143-27.450+299
151vit_base_patch8_224.augreg2_in21k_ft_in1k22447.49952.50170.33429.66686.580.900bicubic-38.728-27.507-21
152tf_efficientnetv2_m.in21k_ft_in1k48047.46852.53270.92329.07754.141.000bicubic-38.546-27.033+2
153hgnet_base.ssld_in1k28847.41952.58169.32230.67871.581.000bicubic-38.053-28.312+51
154tf_efficientnet_l2.ns_jft_in1k80047.39752.60369.84430.156480.310.960bicubic-40.965-28.812-132
155deit3_base_patch16_224.fb_in22k_ft_in1k22447.37052.63069.81730.18386.591.000bicubic-38.358-27.791+27
156tiny_vit_21m_512.dist_in22k_ft_in1k51247.23452.76670.03929.96121.271.000bicubic-39.218-27.845-43
157convformer_s36.sail_in22k_ft_in1k_38438447.15252.84869.49830.50240.011.000bicubic-39.228-28.478-38
158maxvit_large_tf_512.in1k51247.05752.94369.57530.425212.331.000bicubic-39.477-28.305-52
159convnext_small.fb_in22k_ft_in1k_38438446.88653.11469.51830.48250.221.000bicubic-38.868-28.364+22
160convnextv2_huge.fcmae_ft_in1k28846.88253.11867.77732.223660.291.000bicubic-39.736-30.191-64
161convformer_s36.sail_in22k_ft_in1k22446.87753.12369.54930.45140.011.000bicubic-38.548-27.925+50
162caformer_s36.sail_in22k_ft_in1k22446.70853.29269.77330.22739.301.000bicubic-39.080-28.055+13
163seresnextaa101d_32x8d.sw_in12k_ft_in1k_28828846.51753.48369.59730.40393.590.950bicubic-40.019-28.497-58
164nextvit_small.bd_ssld_6m_in1k_38438446.42853.57269.15430.84631.761.000bicubic-39.528-28.746-4
165tiny_vit_21m_384.dist_in22k_ft_in1k38446.28153.71969.21730.78321.231.000bicubic-39.813-28.495-20
166maxvit_base_tf_384.in1k38446.27353.72768.53731.463119.651.000bicubic-40.021-29.267-41
167beit_base_patch16_224.in22k_ft_in22k_in1k22446.25853.74269.90530.09586.530.900bicubic-38.986-27.747+59
168vit_base_patch32_clip_384.openai_ft_in12k_in1k38446.21853.78269.32030.68088.300.950bicubic-39.008-28.078+60
169hrnet_w48_ssld.paddle_in1k28846.21053.79068.14131.86077.471.000bilinear-38.274-29.085+146
170beitv2_base_patch16_224.in1k_ft_in1k22445.99854.00267.86532.13586.530.900bicubic-39.598-29.649+21
171convnextv2_large.fcmae_ft_in1k22445.92254.07867.02632.974197.960.875bicubic-39.840-30.560+7
172seresnextaa101d_32x8d.sw_in12k_ft_in1k_28832045.89254.10868.57131.42993.591.000bicubic-40.830-29.611-79
173vit_base_patch16_384.augreg_in21k_ft_in1k38445.88254.11868.52231.47886.861.000bicubic-40.124-29.478-17
174hiera_large_224.mae_in1k_ft_in1k22445.82354.17766.31533.685213.740.900bicubic-40.221-31.333-24
175maxvit_large_tf_384.in1k38445.79654.20468.12131.879212.031.000bicubic-40.440-29.569-47
176tf_efficientnet_b8.ap_in1k67245.76454.23667.91132.08987.410.954bicubic-39.602-29.387+41
177vit_base_patch32_clip_224.laion2b_ft_in12k_in1k22445.73954.26168.88131.11988.220.900bicubic-37.567-27.649+331
178vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k38445.72554.27567.68532.31560.601.000bicubic-40.877-30.337-78
179convnext_small.in12k_ft_in1k_38438445.70954.29167.82832.17250.221.000bicubic-40.477-30.092-44
180seresnextaa101d_32x8d.sw_in12k_ft_in1k22445.64654.35468.85631.14493.590.875bicubic-40.310-28.968-19
181tf_efficientnet_b5.ns_jft_in1k45645.61754.38367.85432.14630.390.934bicubic-40.485-29.896-38
182swin_base_patch4_window7_224.ms_in22k_ft_in1k22445.56254.43868.51031.49087.770.900bicubic-39.708-29.058+41
183hgnet_small.ssld_in1k22445.35454.64667.80232.19724.360.965bicubic-38.456-29.066+237
184rdnet_large.nv_in1k_ft_in1k_38438445.34254.65866.65533.345186.271.000bicubic-40.506-31.029-17
185mvitv2_large.fb_in1k22445.32254.67865.21134.789217.990.900bicubic-39.942-31.977+40
186hgnetv2_b4.ssld_stage2_ft_in1k22445.25954.74167.59232.40819.800.965bicubic-38.435-29.196+258
187vit_base_patch16_224.augreg2_in21k_ft_in1k22445.12054.88067.41332.58786.570.900bicubic-39.990-30.125+56
188vit_base_patch32_clip_224.openai_ft_in1k22445.03154.96968.46131.53988.220.900bicubic-36.915-27.513+528
189nextvit_small.bd_ssld_6m_in1k22445.01854.98267.71232.28831.760.950bicubic-39.838-29.668+89
190seresnextaa101d_32x8d.sw_in12k_ft_in1k28844.90455.09667.54932.45193.591.000bicubic-41.614-30.487-83
191tiny_vit_21m_224.dist_in22k_ft_in1k22444.82355.17767.55532.44521.200.950bicubic-40.265-29.801+58
192convnextv2_large.fcmae_ft_in1k28844.80555.19565.86134.139197.961.000bicubic-41.321-31.957-51
193regnety_160.lion_in12k_ft_in1k22444.57555.42566.31733.68383.590.950bicubic-41.027-31.351-3
194volo_d5_512.sail_in1k51244.57055.43065.75534.245296.091.150bicubic-42.496-32.219-123
195regnety_160.sw_in12k_ft_in1k22444.53055.47066.51533.48583.590.950bicubic-41.064-31.153-3
196rdnet_large.nv_in1k22444.52255.47865.01234.988186.270.900bicubic-40.272-32.142+87
197vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k25644.46255.53865.50534.49560.400.950bicubic-41.266-32.241-14
198convnext_small.in12k_ft_in1k22444.32655.67466.30933.69150.220.950bicubic-40.838-31.193+39
199convnextv2_tiny.fcmae_ft_in22k_in1k_38438444.30255.69866.62333.37728.641.000bicubic-40.804-31.009+45
200cait_m48_448.fb_dist_in1k44844.24755.75364.70635.294356.461.000bicubic-42.235-33.040-89
201deit3_large_patch16_384.fb_in1k38444.17855.82264.83335.167304.761.000bicubic-41.639-32.769-30
202dm_nfnet_f6.dm_in1k44844.11655.88465.88534.115438.360.956bicubic-42.038-31.883-63
203volo_d5_448.sail_in1k44844.09655.90465.06534.935295.911.150bicubic-42.882-32.863-126
204eva02_small_patch14_336.mim_in22k_ft_in1k33644.01355.98765.93234.06822.131.000bicubic-41.747-31.678-25
205dm_nfnet_f5.dm_in1k41643.92356.07764.86935.131377.210.954bicubic-41.793-32.683-21
206deit3_huge_patch14_224.fb_in1k22443.81956.18164.31135.689632.130.900bicubic-41.403-33.055+23
207hgnetv2_b4.ssld_stage2_ft_in1k28843.79756.20366.39733.60219.801.000bicubic-40.137-30.666+186
208vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k25643.61356.38764.10635.89460.400.950bicubic-41.811-33.606+4
209convnext_small.fb_in22k_ft_in1k22443.61156.38966.56433.43550.220.875bicubic-40.971-30.850+94
210convnext_small.fb_in22k_ft_in1k28843.59356.40766.44733.55350.221.000bicubic-41.683-31.231+12
211deit3_large_patch16_224.fb_in1k22443.55756.44363.48136.519304.370.900bicubic-41.221-33.565+75
212vit_base_r50_s16_384.orig_in21k_ft_in1k38443.53256.46866.80033.20098.951.000bicubic-41.462-30.504+47
213hgnet_small.ssld_in1k28843.51256.48865.72234.27924.361.000bicubic-40.866-31.408+127
214tf_efficientnet_b4.ns_jft_in1k38043.44656.55465.46634.53419.340.922bicubic-41.730-31.862+21
215regnety_120.sw_in12k_ft_in1k22443.39856.60265.59234.40851.820.950bicubic-41.588-31.830+46
216efficientvit_l3.r384_in1k38443.30256.69863.16936.831246.041.000bicubic-43.096-34.465-100
217dm_nfnet_f3.dm_in1k32043.29856.70264.22835.772254.920.940bicubic-41.798-33.158+31
218volo_d5_224.sail_in1k22443.28456.71664.10235.898295.460.960bicubic-42.794-33.476-72
219deit3_medium_patch16_224.fb_in22k_ft_in1k22443.27156.72964.91435.08638.851.000bicubic-41.295-32.264+86
220vit_base_patch16_224.augreg_in21k_ft_in1k22443.25156.74965.71234.28886.570.900bicubic-41.281-31.586+91
221volo_d4_448.sail_in1k44843.12556.87564.13035.870193.411.150bicubic-43.665-33.750-132
222hgnetv2_b4.ssld_stage1_in22k_in1k22443.07456.92665.11034.89019.800.965bicubic-39.812-31.176+343
223hgnetv2_b3.ssld_stage2_ft_in1k22442.96857.03265.09134.90916.290.965bicubic-39.942-31.271+338
224efficientvit_l3.r320_in1k32042.95257.04862.39737.603246.041.000bicubic-43.278-35.059-95
225efficientnet_b5.sw_in12k_ft_in1k44842.87257.12865.41734.58330.391.000bicubic-43.020-32.325-62
226dm_nfnet_f4.dm_in1k38442.86857.13263.46636.534316.070.951bicubic-42.628-34.024-25
227tf_efficientnetv2_l.in1k38442.86657.13464.06935.931118.521.000bicubic-42.330-33.207+6
228xcit_large_24_p8_384.fb_dist_in1k38442.86457.13663.37136.629188.931.000bicubic-43.162-34.319-76
229regnety_160.lion_in12k_ft_in1k28842.74857.25264.20435.79683.591.000bicubic-43.262-33.642-74
230vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k25642.72857.27264.01235.98838.880.950bicubic-42.216-33.376+33
231regnety_160.sw_in12k_ft_in1k28842.72257.27864.32435.67683.591.000bicubic-43.310-33.506-80
232convnext_small.in12k_ft_in1k28842.68157.31964.31435.68550.221.000bicubic-42.643-33.240-13
233maxvit_small_tf_512.in1k51242.66557.33564.56235.43869.131.000bicubic-43.439-33.196-91
234efficientvit_l3.r224_in1k22442.64257.35862.30637.694246.041.000bicubic-43.170-34.904-61
235xcit_large_24_p8_224.fb_dist_in1k22442.56157.43963.11436.886188.931.000bicubic-42.841-34.304-21
236caformer_b36.sail_in1k22442.46957.53162.86637.13498.751.000bicubic-43.033-34.450-36
237caformer_b36.sail_in1k_38438442.44357.55762.82137.17998.751.000bicubic-43.961-35.003-122
238maxvit_large_tf_224.in1k22442.43257.56863.39136.609211.790.950bicubic-42.502-33.589+29
239tf_efficientnet_b8.ra_in1k67242.42457.57664.83135.16987.410.954bicubic-42.932-32.557-21
240cait_m36_384.fb_dist_in1k38442.39657.60463.35436.646271.221.000bicubic-43.668-34.378-93
241volo_d4_224.sail_in1k22442.30857.69262.99237.008192.960.960bicubic-43.564-34.464-77
242hgnetv2_b3.ssld_stage1_in22k_in1k22442.09957.90164.05935.94116.290.965bicubic-40.511-32.303+364
243efficientvit_l2.r288_in1k28842.08457.91661.40438.59663.711.000bicubic-43.530-35.956-54
244efficientvit_l3.r256_in1k25642.06657.93461.55438.446246.041.000bicubic-43.888-35.784-82
245hiera_base_plus_224.mae_in1k_ft_in1k22442.06457.93661.73838.26269.900.900bicubic-43.070-35.420-4
246caformer_s18.sail_in22k_ft_in1k_38438442.01957.98164.77035.23026.341.000bicubic-43.405-32.812-36
247deit3_small_patch16_384.fb_in22k_ft_in1k38441.96458.03664.56035.44022.211.000bicubic-42.878-32.922+32
248vit_medium_patch16_gap_384.sw_in12k_ft_in1k38441.90758.09363.72136.27939.030.950bicubic-43.647-33.919-52
249maxvit_tiny_tf_512.in1k51241.86858.13263.57836.42231.051.000bicubic-43.792-34.014-63
250efficientnetv2_rw_m.agc_in1k32041.85458.14662.63237.36853.241.000bicubic-42.440-34.244+99
251caformer_s36.sail_in1k_38438441.76358.23762.77237.22839.301.000bicubic-43.993-34.896-71
252hgnetv2_b4.ssld_stage1_in22k_in1k28841.70558.29563.73136.26919.801.000bicubic-41.743-33.191+230
253hgnet_tiny.ssld_in1k22441.69758.30363.58136.41914.740.965bicubic-40.243-32.533+467
254regnetz_e8.ra3_in1k25641.65358.34763.28936.71157.700.940bicubic-42.765-33.697+80
255convnextv2_tiny.fcmae_ft_in22k_in1k22441.64058.36063.84136.15928.640.875bicubic-42.264-33.123+143
256swin_small_patch4_window7_224.ms_in22k_ft_in1k22441.60258.39864.55435.44649.610.900bicubic-41.728-32.442+250
257regnety_2560.seer_ft_in1k38441.55958.44164.91235.0881,282.601.000bicubic-43.587-32.532-17
258convformer_s18.sail_in22k_ft_in1k_38438441.55958.44163.35436.64626.771.000bicubic-43.467-34.226-1
259tf_efficientnetv2_s.in21k_ft_in1k30041.52458.47664.59435.40721.461.000bicubic-41.850-32.116+239
260coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k22441.50058.50061.47738.52341.720.950bicubic-43.440-35.491+4
261caformer_m36.sail_in1k_38438441.48658.51461.53438.46656.201.000bicubic-44.674-36.282-123
262tf_efficientnet_b7.ap_in1k60041.47358.52762.83137.16966.350.949bicubic-43.659-34.425-20
263tf_efficientnet_b7.ra_in1k60041.44158.55963.06136.93966.350.949bicubic-43.489-34.139+5
264hgnetv2_b3.ssld_stage2_ft_in1k28841.41458.58663.69036.31016.291.000bicubic-42.166-33.124+199
265tf_efficientnet_b5.ap_in1k45641.39258.60862.12537.87530.390.934bicubic-42.862-34.853+91
266dm_nfnet_f5.dm_in1k54441.33558.66562.02737.973377.210.954bicubic-44.765-35.659-122
267regnety_120.sw_in12k_ft_in1k28841.32358.67763.20436.79651.821.000bicubic-44.119-34.368-61
268dm_nfnet_f3.dm_in1k41641.30858.69262.13137.869254.920.940bicubic-44.364-35.447-83
269resnetv2_152x4_bit.goog_in21k_ft_in1k48041.28058.72064.33635.664936.531.000bilinear-43.644-33.122+1
270convnextv2_base.fcmae_ft_in1k22441.27258.72861.43038.57088.720.875bicubic-43.616-35.650+4
271caformer_s18.sail_in22k_ft_in1k22441.20558.79563.90036.10026.341.000bicubic-42.881-33.288+105
272dm_nfnet_f6.dm_in1k57641.18458.81662.82737.173438.360.956bicubic-45.188-35.065-152
273tf_efficientnet_b6.ap_in1k52841.11158.88962.38337.61743.040.942bicubic-43.681-34.751+11
274convnext_tiny.in12k_ft_in1k_38438441.09158.90962.82537.17528.591.000bicubic-44.063-34.809-36
275efficientvit_l2.r224_in1k22441.07458.92660.72639.27463.711.000bicubic-43.970-36.372-22
276xcit_large_24_p16_384.fb_dist_in1k38441.04258.95861.26738.733189.101.000bicubic-44.734-36.261-99
277tf_efficientnetv2_s.in21k_ft_in1k38440.99559.00563.85136.14921.461.000bicubic-43.321-33.417+68
278tf_efficientnetv2_l.in1k48040.99359.00762.01337.987118.521.000bicubic-44.667-35.459-91
279xcit_large_24_p16_224.fb_dist_in1k22440.97959.02161.33438.666189.101.000bicubic-43.957-35.794-14
280hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k25640.90559.09562.56637.43434.360.950bicubic-43.995-34.688-8
281maxvit_base_tf_224.in1k22440.88359.11761.18238.818119.470.950bicubic-43.987-35.822-5
282maxvit_small_tf_384.in1k38440.85859.14262.08037.92069.021.000bicubic-44.676-35.378-85
283edgenext_base.in21k_ft_in1k32040.84259.15861.76438.23618.511.000bicubic-43.234-35.444+94
284resnetrs350.tf_in1k28840.73459.26661.58738.413163.961.000bicubic-43.574-35.341+63
285efficientvit_l2.r256_in1k25640.67559.32560.59939.40163.711.000bicubic-44.693-36.657-69
286hrnet_w18_ssld.paddle_in1k22440.65159.34962.31237.68821.300.950bilinear-40.481-33.322+541
287xcit_medium_24_p8_224.fb_dist_in1k22440.50059.50060.51239.48884.321.000bicubic-44.576-36.762-36
288rexnetr_300.sw_in12k_ft_in1k22440.48259.51863.15336.84734.810.950bicubic-43.554-33.847+97
289tf_efficientnet_b4.ap_in1k38040.47659.52461.74038.26019.340.922bicubic-42.774-34.650+224
290vit_small_r26_s32_384.augreg_in21k_ft_in1k38440.47459.52662.76037.24036.471.000bicubic-43.600-34.554+88
291tf_efficientnetv2_m.in1k38440.47259.52861.80538.19554.141.000bicubic-44.086-35.251+16
292hgnetv2_b3.ssld_stage1_in22k_in1k28840.39259.60862.48137.51916.291.000bicubic-42.722-34.231+243
293mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k38440.38659.61461.96038.04032.590.950bicubic-43.928-35.140+53
294deit3_base_patch16_224.fb_in1k22440.38259.61860.16639.83486.590.900bicubic-43.412-36.416+131
295inception_next_base.sail_in1k_38438440.34159.65960.79339.20786.671.000bicubic-44.859-36.631-63
296convformer_s18.sail_in22k_ft_in1k22440.30959.69161.72438.27626.771.000bicubic-43.453-35.324+136
297ecaresnet269d.ra2_in1k32040.29559.70561.11138.889102.090.950bicubic-44.425-36.071-6
298vit_medium_patch16_gap_256.sw_in12k_ft_in1k25640.29059.71061.66238.33838.860.950bicubic-44.160-35.556+25
299flexivit_large.600ep_in1k24040.26859.73260.35139.649304.360.950bicubic-45.262-37.143-101
300hgnet_tiny.ssld_in1k28840.24059.76061.83138.16914.741.000bicubic-42.284-34.303+322
301deit3_small_patch16_224.fb_in22k_ft_in1k22440.18459.81661.86038.14022.061.000bicubic-42.898-34.920+239
302vit_base_patch16_224_miil.in21k_ft_in1k22440.18059.82060.89139.10986.540.875bilinear-44.092-35.907+51
303convnext_tiny.in12k_ft_in1k22440.17059.83061.57538.42528.590.950bicubic-44.022-35.557+62
304regnetz_e8.ra3_in1k32040.13259.86861.31238.68857.701.000bicubic-44.908-35.970-49
305rdnet_base.nv_in1k22440.12159.87960.19839.80287.450.900bicubic-44.247-36.674+35
306maxvit_rmlp_small_rw_224.sw_in1k22440.12159.87959.48040.52064.900.900bicubic-44.363-37.294+11
307xcit_medium_24_p8_384.fb_dist_in1k38440.11159.88960.53839.46284.321.000bicubic-45.731-37.064-139
308convnext_large.fb_in1k22440.11159.88960.11139.889197.770.875bicubic-44.187-36.781+40
309efficientvit_l1.r224_in1k22440.10359.89759.51040.49052.651.000bicubic-44.345-37.346+16
310flexivit_large.1200ep_in1k24040.08759.91360.63439.366304.360.950bicubic-45.557-36.912-122
311hiera_base_224.mae_in1k_ft_in1k22440.05859.94260.77739.22351.520.900bicubic-44.468-36.263+1
312maxvit_tiny_tf_384.in1k38440.05059.95060.96439.03630.981.000bicubic-45.052-36.354-67
313flexivit_large.300ep_in1k24040.02659.97459.98640.014304.360.950bicubic-45.256-37.418-92
314mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k48039.99960.00161.72338.27732.591.000bicubic-44.781-35.619-29
315edgenext_base.in21k_ft_in1k25639.97760.02361.21038.79018.510.950bicubic-43.439-35.586+176
316convnextv2_tiny.fcmae_ft_in22k_in1k28839.95860.04261.81938.18128.641.000bicubic-44.464-35.435+17
317xcit_medium_24_p16_384.fb_dist_in1k38439.93860.06260.21139.78984.401.000bicubic-45.496-37.197-109
318dm_nfnet_f4.dm_in1k51239.92460.07660.42239.578316.070.951bicubic-45.936-37.230-153
319hgnetv2_b2.ssld_stage1_in22k_in1k22439.90460.09661.67538.32511.220.965bicubic-40.841-33.823+561
320rdnet_small.nv_in1k22439.83060.17060.30639.69450.440.900bicubic-43.838-36.214+130
321convnext_tiny.fb_in22k_ft_in1k_38438439.79860.20261.53038.47028.591.000bicubic-44.300-35.252+52
322vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k25639.79660.20459.80340.19763.950.950bicubic-44.526-37.009+22
323cait_s36_384.fb_dist_in1k38439.76960.23160.46539.53568.371.000bicubic-45.689-37.015-118
324convnextv2_base.fcmae_ft_in1k28839.76160.23959.84640.15488.721.000bicubic-45.729-37.534-121
325volo_d3_448.sail_in1k44839.70460.29659.76940.23186.631.000bicubic-46.808-37.941-217
326efficientnetv2_rw_m.agc_in1k41639.66760.33359.68940.31153.241.000bicubic-45.157-37.461-45
327efficientvit_l2.r384_in1k38439.65560.34559.46740.53363.711.000bicubic-46.327-38.047-170
328xception65.ra3_in1k29939.65160.34960.93139.06939.920.940bicubic-43.533-35.667+190
329caformer_m36.sail_in1k22439.61860.38258.69841.30256.201.000bicubic-45.622-38.508-102
330ecaresnet269d.ra2_in1k35239.59860.40260.35539.645102.091.000bicubic-45.374-36.869-68
331mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k44839.59060.41060.75039.25032.590.950bicubic-45.078-36.358-36
332eca_nfnet_l2.ra3_in1k32039.58860.41260.53839.46256.720.900bicubic-44.568-36.194+35
333resnetrs420.tf_in1k32039.55560.44560.30439.696191.891.000bicubic-44.695-36.562+25
334convformer_b36.sail_in1k22439.54760.45358.08541.91599.881.000bicubic-45.283-38.865-54
335caformer_s36.sail_in1k22439.53160.46959.78140.21939.301.000bicubic-45.013-37.229-26
336tf_efficientnet_b3.ns_jft_in1k30039.50060.50061.43238.56812.230.904bicubic-44.564-35.468+44
337volo_d3_224.sail_in1k22439.48460.51659.87540.12586.330.960bicubic-45.958-37.401-130
338hgnetv2_b2.ssld_stage2_ft_in1k22439.47060.53061.23938.76111.220.965bicubic-42.096-34.659+419
339convnext_large.fb_in1k28839.46660.53459.23540.765197.771.000bicubic-45.396-37.975-62
340deit3_base_patch16_384.fb_in1k38439.42160.57958.94841.05286.881.000bicubic-45.665-38.300-90
341xcit_small_24_p8_224.fb_dist_in1k22439.32360.67759.41840.58247.631.000bicubic-45.553-37.782-66
342xcit_medium_24_p16_224.fb_dist_in1k22439.29560.70559.48040.52084.401.000bicubic-44.993-37.456+8
343inception_next_base.sail_in1k22439.27260.72859.26440.73686.670.950bicubic-44.826-37.874+31
344convformer_m36.sail_in1k22439.24260.75857.64542.35557.051.000bicubic-45.244-39.221-30
345efficientnet_b4.ra2_in1k32039.19160.80959.94440.05619.340.875bicubic-43.463-36.192+249
346coat_lite_medium_384.in1k38439.18360.81759.29240.70844.571.000bicubic-45.711-38.084-73
347efficientnetv2_rw_s.ra2_in1k28839.16060.84059.59840.40223.941.000bicubic-43.728-37.030+217
348efficientnet_b4.ra2_in1k38439.14260.85859.66140.33919.341.000bicubic-44.332-36.923+130
349tiny_vit_11m_224.dist_in22k_ft_in1k22439.12060.88061.03338.96711.000.950bicubic-44.112-35.595+166
350vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k25639.08160.91958.82241.17860.230.950bicubic-44.829-37.864+46
351hrnet_w18_ssld.paddle_in1k28839.06960.93160.64039.36021.301.000bilinear-42.979-35.604+347
352mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k54439.04260.95860.54039.46032.591.000bicubic-45.948-36.744-92
353xcit_small_24_p8_384.fb_dist_in1k38439.02860.97259.21540.78547.631.000bicubic-46.554-38.357-160
354maxvit_small_tf_224.in1k22439.02460.97659.30640.69468.930.950bicubic-45.432-37.913-33
355vit_base_patch16_rope_reg1_gap_256.sbb_in1k25639.02260.97858.63341.36786.430.950bicubic-44.868-38.041+47
356tresnet_v2_l.miil_in21k_ft_in1k22439.01860.98259.48240.51846.170.875bilinear-44.884-37.014+43
357dm_nfnet_f2.dm_in1k25639.00260.99859.14640.854193.780.920bicubic-45.090-37.760+18
358resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_38438438.98561.01562.49937.501236.341.000bicubic-44.897-34.617+48
359seresnext101d_32x8d.ah_in1k22438.94661.05458.94241.05893.590.950bicubic-44.755-37.844+83
360convformer_b36.sail_in1k_38438438.94461.05658.40241.59899.881.000bicubic-46.834-39.118-184
361convnext_tiny.in12k_ft_in1k28838.88361.11759.87540.12528.591.000bicubic-45.565-37.453-37
362coatnet_rmlp_2_rw_224.sw_in1k22438.86961.13158.07941.92173.880.950bicubic-45.733-38.667-61
363vit_base_patch32_384.augreg_in21k_ft_in1k38438.82861.17260.33739.66388.301.000bicubic-44.524-36.495+140
364nextvit_large.bd_in1k_38438438.82861.17259.80940.19157.871.000bicubic-46.106-37.489-97
365regnetz_d32.ra3_in1k25638.76561.23560.03339.96727.580.950bicubic-44.663-36.643+122
366tf_efficientnetv2_m.in1k48038.75761.24359.85440.14654.141.000bicubic-46.453-37.510-136
367hgnetv2_b2.ssld_stage1_in22k_in1k28838.73961.26160.29839.70211.221.000bicubic-42.721-35.710+410
368eca_nfnet_l2.ra3_in1k38438.73161.26959.50240.49856.721.000bicubic-45.975-37.754-76
369efficientvit_b3.r288_in1k28838.69661.30458.40241.59848.651.000bicubic-45.460-38.616-1
370resnet200d.ra2_in1k25638.69461.30659.34940.65164.690.950bicubic-44.546-37.197+144
371efficientvit_b3.r256_in1k25638.68261.31858.65141.34948.651.000bicubic-45.132-37.863+47
372resnet152d.ra2_in1k25638.68061.32059.31140.68960.210.950bicubic-44.476-37.071+155
373xcit_small_12_p8_384.fb_dist_in1k38438.66961.33158.99941.00126.211.000bicubic-46.404-38.263-121
374davit_small.msft_in1k22438.65161.34958.20541.79549.750.950bicubic-45.615-38.725-20
375resnetrs270.tf_in1k25638.61161.38959.29640.704129.861.000bicubic-44.982-37.320+86
376regnetz_040_h.ra3_in1k25638.59661.40459.25640.74428.941.000bicubic-45.172-37.436+54
377convformer_m36.sail_in1k_38438438.55361.44757.72842.27257.051.000bicubic-47.027-39.820-183
378mvitv2_small.fb_in1k22438.54561.45558.11941.88134.870.900bicubic-45.227-38.439+51
379vit_medium_patch16_rope_reg1_gap_256.sbb_in1k25638.54361.45758.82641.17438.740.950bicubic-45.269-37.996+40
380xcit_small_24_p16_384.fb_dist_in1k38438.50561.49558.40441.59647.671.000bicubic-46.597-38.978-134
381davit_base.msft_in1k22438.50361.49757.51542.48587.950.950bicubic-46.147-39.503-85
382resnetaa101d.sw_in12k_ft_in1k22438.49261.50859.28840.71244.570.950bicubic-45.052-37.540+85
383mvitv2_base.fb_in1k22438.47861.52257.91042.09051.470.900bicubic-45.960-38.952-55
384vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k25638.47061.53059.38840.61222.520.950bicubic-45.332-37.570+40
385convnext_tiny.fb_in22k_ft_in1k22438.45861.54260.43939.56128.590.875bicubic-44.430-35.889+178
386xcit_small_12_p8_224.fb_dist_in1k22438.45461.54658.83641.16426.211.000bicubic-45.796-38.038-29
387rexnetr_300.sw_in12k_ft_in1k28838.41961.58160.57539.42534.811.000bicubic-46.167-36.703-85
388convformer_s36.sail_in1k22438.40161.59957.72042.28040.011.000bicubic-45.671-39.036-9
389fastvit_ma36.apple_dist_in1k25638.39361.60758.49441.50644.070.950bicubic-46.213-38.512-89
390hgnetv2_b2.ssld_stage2_ft_in1k28838.36861.63259.82840.17211.221.000bicubic-43.992-36.576+259
391seresnextaa101d_32x8d.ah_in1k22438.36261.63858.35841.64293.590.950bicubic-45.538-38.290+9
392tf_efficientnet_b5.ra_in1k45638.35061.65059.93040.07030.390.934bicubic-45.478-36.684+23
393dm_nfnet_f1.dm_in1k22438.28361.71758.13241.868132.630.910bicubic-45.161-38.502+90
394deit_base_distilled_patch16_384.fb_in1k38438.24261.75857.80042.20087.631.000bicubic-47.186-39.528-185
395convnext_base.fb_in1k22438.24061.76058.22141.77988.590.875bicubic-45.594-38.525+17
396seresnet152d.ra2_in1k25638.14861.85258.42141.57966.840.950bicubic-45.546-38.363+49
397xcit_large_24_p8_224.fb_in1k22438.13061.87057.87742.123188.931.000bicubic-46.256-38.789-58
398vit_base_patch16_384.orig_in21k_ft_in1k38438.12861.87260.43539.56586.861.000bicubic-46.080-36.785-36
399hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k25638.08561.91558.27041.73034.360.950bicubic-46.469-38.836-91
400mobilenetv4_hybrid_large.ix_e600_r384_in1k38438.05161.94958.66541.33537.760.950bicubic-45.933-38.043-11
401resnetv2_152x2_bit.goog_in21k_ft_in1k44838.01461.98661.18638.814236.341.000bilinear-46.466-36.230-84
402repvit_m2_3.dist_450e_in1k22437.99562.00558.17441.82623.690.950bicubic-45.748-38.468+32
403pvt_v2_b4.in1k22437.95362.04758.21941.78162.560.900bicubic-45.759-38.451+34
404cait_s24_384.fb_dist_in1k38437.91662.08458.06941.93147.061.000bicubic-47.126-39.280-150
405regnetz_040.ra3_in1k25637.90262.09857.93442.06627.121.000bicubic-45.758-38.750+47
406coat_lite_medium.in1k22437.89662.10457.82442.17644.570.900bicubic-45.706-38.890+53
407convnextv2_nano.fcmae_ft_in22k_in1k_38438437.89262.10859.44940.55115.621.000bicubic-45.470-37.291+92
408resnet152d.ra2_in1k32037.87362.12758.38241.61860.211.000bicubic-45.811-38.368+39
409nextvit_large.bd_in1k22437.86762.13358.21341.78757.870.950bicubic-45.775-38.471+45
410convformer_s36.sail_in1k_38438437.81462.18657.47842.52240.011.000bicubic-47.566-39.992-195
411hiera_small_224.mae_in1k_ft_in1k22437.77462.22657.51042.49035.010.900bicubic-46.112-39.252-7
412resnetrs350.tf_in1k38437.75162.24958.14441.856163.961.000bicubic-46.971-38.828-122
413resnetrs420.tf_in1k41637.74762.25358.22341.777191.891.000bicubic-47.267-38.893-155
414deit3_medium_patch16_224.fb_in1k22437.74562.25557.08742.91338.850.900bicubic-45.341-39.199+124
415xcit_small_24_p16_224.fb_dist_in1k22437.72162.27957.35642.64447.671.000bicubic-46.157-39.378-8
416caformer_s18.sail_in1k_38438437.67862.32257.60042.40026.341.000bicubic-47.358-39.760-160
417vit_betwixt_patch16_reg1_gap_256.sbb_in1k25637.65762.34356.77943.22160.400.950bicubic-45.988-39.768+36
418regnety_640.seer_ft_in1k38437.62362.37759.84240.158281.381.000bicubic-46.293-37.078-23
419xcit_small_12_p16_384.fb_dist_in1k38437.60762.39357.77942.22126.251.000bicubic-47.129-39.357-131
420pvt_v2_b5.in1k22437.54462.45657.25042.75081.960.900bicubic-46.224-39.382+11
421resnet200d.ra2_in1k32037.52562.47558.30341.69764.691.000bicubic-46.451-38.517-31
422vit_betwixt_patch16_reg4_gap_256.sbb_in1k25637.47062.53057.06742.93360.400.950bicubic-46.238-39.551+17
423maxvit_rmlp_tiny_rw_256.sw_in1k25637.40362.59757.18542.81529.150.950bicubic-46.831-39.599-63
424resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k22437.35662.64459.46540.535236.340.875bicubic-45.560-37.111+135
425efficientvit_b3.r224_in1k22437.35462.64657.13242.86848.650.950bicubic-46.090-39.206+59
426regnety_1280.seer_ft_in1k38437.34462.65659.15640.844644.811.000bicubic-47.082-37.928-94
427regnetz_d8_evos.ch_in1k25637.34462.65658.00341.99723.460.950bicubic-46.050-38.655+68
428mobilenetv4_hybrid_large.e600_r384_in1k38437.32262.67857.62542.37537.760.950bicubic-46.500-39.143-11
429convnext_base.fb_in1k28837.31562.68557.32342.67788.591.000bicubic-47.151-39.659-110
430resnest269e.in1k41637.30162.69957.45642.544110.930.928bicubic-47.239-39.534-120
431vit_small_r26_s32_224.augreg_in21k_ft_in1k22437.25062.75059.06440.93636.430.900bicubic-44.594-36.960+299
432resmlp_big_24_224.fb_in22k_ft_in1k22437.24062.76058.17241.828129.140.875bicubic-47.148-38.936-94
433edgenext_base.usi_in1k25637.21662.78457.57842.42218.510.950bicubic-46.468-39.122+15
434pit_b_distilled_224.in1k22437.20862.79256.50543.49574.790.900bicubic-46.566-39.963-6
435repvit_m2_3.dist_300e_in1k22437.19962.80157.20542.79523.690.950bicubic-46.325-39.327+34
436rdnet_tiny.nv_in1k22437.19362.80757.31342.68723.860.900bicubic-45.627-38.965+139
437cait_s24_224.fb_dist_in1k22437.15362.84756.71843.28246.921.000bicubic-46.331-39.868+39
438vit_medium_patch16_reg4_gap_256.sbb_in1k25637.14662.85457.31342.68738.880.950bicubic-46.322-39.309+42
439pvt_v2_b3.in1k22437.13462.86657.31942.68145.240.900bicubic-45.984-39.135+93
440dm_nfnet_f2.dm_in1k35237.13062.87056.97343.027193.780.920bicubic-48.046-40.515-204
441mobilenetv4_hybrid_large.ix_e600_r384_in1k44837.12462.87657.67142.32937.761.000bicubic-47.240-39.237-99
442tiny_vit_21m_224.in1k22437.12062.88057.43542.56521.200.950bicubic-46.150-39.167+67
443efficientformer_l7.snap_dist_in1k22437.12062.88056.91443.08682.230.950bicubic-46.266-39.624+54
444volo_d1_384.sail_in1k38437.11062.89057.13242.86826.781.000bicubic-48.156-40.086-220
445vit_base_patch32_224.augreg_in21k_ft_in1k22437.10862.89259.28640.71488.220.900bicubic-43.628-36.284+437
446fastvit_sa36.apple_dist_in1k25637.10862.89257.12242.87831.530.900bicubic-46.924-39.728-60
447resnetaa101d.sw_in12k_ft_in1k28837.10462.89657.90142.09944.571.000bicubic-46.998-39.217-75
448tf_efficientnet_b3.ap_in1k30037.09362.90757.26442.73612.230.904bicubic-44.761-38.344+281
449efficientnetv2_rw_s.ra2_in1k38437.07362.92756.82243.17823.941.000bicubic-46.757-39.890-35
450maxvit_tiny_tf_224.in1k22437.06762.93356.92843.07230.920.950bicubic-46.355-39.662+39
451convnext_small.fb_in1k22437.06362.93757.12842.87250.220.875bicubic-46.081-39.304+77
452regnetz_040_h.ra3_in1k32036.99663.00457.25842.74228.941.000bicubic-47.514-39.758-139
453swinv2_base_window16_256.ms_in1k25636.99463.00656.13443.86687.920.900bicubic-47.614-40.930-154
454xcit_small_12_p16_224.fb_dist_in1k22436.94963.05156.72943.27126.251.000bicubic-46.405-39.723+49
455rexnetr_200.sw_in12k_ft_in1k22436.92363.07758.80041.20016.520.950bicubic-45.685-37.326+152
456volo_d1_224.sail_in1k22436.90263.09856.66343.33726.630.960bicubic-47.250-40.111-86
457inception_next_small.sail_in1k22436.88463.11656.76543.23549.370.875bicubic-46.700-39.833+5
458seresnext101_32x8d.ah_in1k22436.79863.20255.70844.29293.570.950bicubic-46.820-40.705-2
459efficientformerv2_l.snap_dist_in1k22436.78863.21256.64943.35126.320.950bicubic-46.852-39.891-4
460seresnet152d.ra2_in1k32036.78463.21656.74543.25566.841.000bicubic-47.570-40.297-117
461eca_nfnet_l1.ra2_in1k25636.71563.28557.11742.88341.410.900bicubic-46.549-39.558+50
462regnetz_d8.ra3_in1k25636.70063.30058.04441.95623.370.940bicubic-46.849-38.702+3
463seresnext101d_32x8d.ah_in1k28836.69763.30356.42343.57793.591.000bicubic-47.705-40.463-128
464maxxvit_rmlp_small_rw_256.sw_in1k25636.69263.30856.01043.99066.010.950bicubic-47.948-41.052-167
465resnetrs200.tf_in1k25636.65263.34856.67443.32693.211.000bicubic-47.234-40.006-62
466volo_d2_224.sail_in1k22436.62563.37556.47643.52458.680.960bicubic-48.577-40.710-235
467caformer_s18.sail_in1k22436.61963.38155.84544.15526.341.000bicubic-47.049-40.867-16
468fastvit_ma36.apple_in1k25636.57863.42256.53343.46744.070.950bicubic-47.306-40.229-63
469xception65p.ra3_in1k29936.57263.42856.43843.56239.820.940bicubic-46.592-40.062+55
470mobilenetv4_hybrid_large.e600_r384_in1k44836.55663.44456.72143.27937.761.000bicubic-47.718-40.229-118
471seresnextaa101d_32x8d.ah_in1k28836.54863.45256.37443.62693.591.000bicubic-48.028-40.700-167
472fastvit_sa36.apple_in1k25636.53663.46455.99444.00631.530.900bicubic-46.968-40.6360
473nextvit_base.bd_in1k22436.53463.46656.49043.51044.820.950bicubic-46.962-40.1560
474focalnet_base_srf.ms_in1k22436.46463.53656.20143.79988.150.900bicubic-47.344-41.083-52
475resnetv2_101x3_bit.goog_in21k_ft_in1k44836.42663.57459.06240.938387.931.000bilinear-48.004-38.318-144
476regnetz_d32.ra3_in1k32036.42663.57457.36642.63427.580.950bicubic-47.602-39.504-89
477volo_d2_384.sail_in1k38436.42463.57656.30143.69958.871.000bicubic-49.634-41.283-329
478deit_base_distilled_patch16_224.fb_in1k22436.41663.58456.67043.33087.340.900bicubic-46.972-39.820+18
479cait_xs24_384.fb_dist_in1k38436.41363.58756.91843.08226.671.000bicubic-47.651-39.964-98
480efficientnet_b3.ra2_in1k32036.40763.59356.83943.16112.231.000bicubic-45.891-39.289+182
481gcvit_base.in1k22436.38363.61755.90844.09290.320.875bicubic-48.071-40.942-159
482vit_little_patch16_reg4_gap_256.sbb_in1k25636.37563.62556.72743.27322.520.950bicubic-46.139-39.533+144
483resnetrs270.tf_in1k35236.36963.63156.56643.434129.861.000bicubic-48.071-40.408-156
484dm_nfnet_f1.dm_in1k32036.35663.64455.71544.285132.630.910bicubic-48.340-41.465-191
485vit_medium_patch16_reg1_gap_256.sbb_in1k25636.31863.68256.28343.71738.880.950bicubic-47.140-40.239-4
486tresnet_m.miil_in21k_ft_in1k22436.27563.72555.80644.19431.390.875bilinear-46.815-40.306+51
487mixer_b16_224.miil_in21k_ft_in1k22436.25363.74755.96144.03959.880.875bilinear-46.057-39.753+170
488convnext_small.fb_in1k28836.25163.74955.93444.06650.221.000bicubic-47.453-40.883-48
489convformer_s18.sail_in1k_38438436.21863.78256.05343.94726.771.000bicubic-48.176-41.059-152
490regnety_160.deit_in1k22436.18163.81956.41743.58383.590.950bicubic-46.813-40.083+59
491deit3_small_patch16_384.fb_in1k38436.16563.83555.59044.41022.211.000bicubic-47.263-41.046-5
492mobilenetv4_conv_large.e600_r384_in1k38436.13063.87056.23243.76832.590.950bicubic-46.844-40.012+61
493mvitv2_tiny.fb_in1k22436.12063.88055.13444.86624.170.900bicubic-46.288-41.016+146
494focalnet_base_lrf.ms_in1k22436.11463.88655.59744.40388.750.900bicubic-47.714-41.169-78
495tf_efficientnet_b2.ns_jft_in1k26036.09863.90257.49642.5049.110.890bicubic-46.314-38.738+143
496convnextv2_tiny.fcmae_ft_in1k22436.07763.92355.56444.43628.640.875bicubic-46.871-40.722+60
497regnetz_040.ra3_in1k32036.06963.93155.75544.24527.121.000bicubic-48.187-41.179-142
498resnet152.a1h_in1k22436.06763.93355.55444.44660.190.950bicubic-46.751-40.570+78
499regnety_320.seer_ft_in1k38436.04763.95358.47041.530145.051.000bicubic-47.279-38.242+8
500ecaresnet101d.miil_in1k22436.02763.97356.19543.80544.570.875bicubic-46.159-39.867+181
501mobilenetv4_conv_large.e600_r384_in1k44835.95564.04556.01443.98632.591.000bicubic-47.463-40.598-11
502resnest200e.in1k32035.93764.06355.86944.13170.200.909bicubic-47.935-41.007-94
503mobilenetv4_conv_aa_large.e600_r384_in1k38435.93564.06555.42844.57232.590.950bicubic-47.329-40.962+9
504nextvit_base.bd_in1k_38438435.92164.07956.22043.78044.821.000bicubic-48.805-41.004-215
505resnetrs152.tf_in1k25635.87664.12455.43444.56686.621.000bicubic-47.010-41.198+61
506resnet18.fb_swsl_ig1b_ft_in1k22435.86264.13858.46141.53911.690.875bilinear-37.426-33.293+868
507dm_nfnet_f0.dm_in1k19235.85864.14256.52343.47771.490.900bicubic-45.580-39.155+274
508eca_nfnet_l1.ra2_in1k32035.84964.15155.93144.06941.411.000bicubic-48.201-41.103-126
509sequencer2d_l.in1k22435.82364.17755.74744.25354.300.875bicubic-47.587-40.757-16
510vit_base_patch16_224.orig_in21k_ft_in1k22435.78464.21657.39542.60586.570.900bicubic-46.002-38.728+227
511gcvit_small.in1k22435.77864.22254.89845.10251.090.875bicubic-48.130-41.762-114
512vit_relpos_medium_patch16_cls_224.sw_in1k22435.72764.27354.94145.05938.760.900bicubic-46.845-41.135+108
513resnet101d.ra2_in1k25635.72364.27755.40144.59944.570.950bicubic-46.529-40.667+155
514xcit_small_12_p8_224.fb_in1k22435.58764.41355.61944.38126.211.000bicubic-47.769-40.855-13
515efficientnet_b3.ra2_in1k28835.54264.45855.93044.07012.230.875bicubic-45.932-39.740+258
516flexivit_base.1200ep_in1k24035.51964.48153.83346.16786.590.950bicubic-49.169-43.187-222
517xcit_small_24_p8_224.fb_in1k22435.51764.48454.78045.22047.631.000bicubic-48.337-41.856-108
518coat_small.in1k22435.51564.48555.17744.82321.690.900bicubic-46.861-41.037+128
519vit_small_patch16_384.augreg_in21k_ft_in1k38435.51164.48957.55742.44322.201.000bicubic-48.293-39.551-96
520xcit_large_24_p16_224.fb_in1k22435.50164.49954.76245.238189.101.000bicubic-47.389-41.120+42
521convnextv2_nano.fcmae_ft_in22k_in1k22435.49764.50356.37843.62215.620.875bicubic-46.541-39.796+180
522tf_efficientnet_b5.aa_in1k45635.47564.52556.19943.80130.390.934bicubic-48.221-40.515-79
523regnetz_d8_evos.ch_in1k32035.46464.53755.77044.23023.461.000bicubic-48.688-41.250-155
524swinv2_base_window8_256.ms_in1k25635.46464.53754.63545.36587.920.900bicubic-48.782-42.267-164
525xcit_medium_24_p8_224.fb_in1k22435.44264.55854.83745.16384.321.000bicubic-48.300-41.555-90
526gc_efficientnetv2_rw_t.agc_in1k22435.43664.56455.21244.78813.681.000bicubic-45.832-40.414+281
527swinv2_small_window16_256.ms_in1k25635.42264.57854.64245.35849.730.900bicubic-48.794-42.231-166
528dm_nfnet_f0.dm_in1k25635.41064.59055.52544.47571.490.900bicubic-48.060-41.043-49
529efficientnetv2_rw_t.ra2_in1k22435.39164.60954.98645.01413.651.000bicubic-45.981-40.566+265
530resnest101e.in1k25635.38364.61755.78644.21448.280.875bilinear-47.533-40.524+30
531resnet152.a1h_in1k28835.35364.64754.65645.34460.191.000bicubic-48.141-41.866-57
532convit_base.fb_in1k22435.32264.67854.94145.05986.540.875bicubic-46.972-41.059+133
533convnext_tiny_hnf.a2h_in1k22435.30264.69853.86046.14028.590.950bicubic-46.928-42.000+138
534efficientformer_l3.snap_dist_in1k22435.29264.70754.49745.50331.410.950bicubic-47.271-41.745+87
535regnety_080.ra3_in1k22435.28764.71355.42544.57539.180.950bicubic-47.875-41.053-10
536focalnet_small_lrf.ms_in1k22435.27964.72154.92245.07850.340.900bicubic-48.229-41.664-65
537convformer_s18.sail_in1k22435.25564.74554.60945.39126.771.000bicubic-47.713-41.635+17
538xcit_tiny_24_p8_224.fb_dist_in1k22435.24164.75955.27144.72912.111.000bicubic-47.339-40.913+79
539edgenext_base.usi_in1k32035.24164.75955.14044.86018.511.000bicubic-48.729-41.630-148
540nfnet_l0.ra2_in1k22435.22864.77255.95944.04135.070.900bicubic-46.640-40.077+185
541fastvit_sa24.apple_dist_in1k25635.20664.79454.64645.35421.550.900bicubic-48.156-41.930-41
542flexivit_base.600ep_in1k24035.15564.84553.67646.32486.590.950bicubic-49.405-43.234-236
543regnetz_c16.ra3_in1k25635.11464.88656.30343.69713.460.940bicubic-47.046-39.751+143
544twins_svt_large.in1k22435.10064.90054.72145.27999.270.900bicubic-48.590-41.887-98
545repvgg_b3g4.rvgg_in1k22435.08064.92054.74545.25583.830.875bilinear-45.168-40.357+413
546convnextv2_tiny.fcmae_ft_in1k28835.05764.94354.20445.79628.641.000bicubic-48.419-42.514-69
547repvgg_b3.rvgg_in1k22435.02964.97154.51545.485123.090.875bilinear-45.489-40.739+364
548regnetz_d8.ra3_in1k32035.01964.98155.96344.03723.371.000bicubic-49.023-41.039-166
549regnety_032.ra_in1k22435.01964.98154.97145.02919.440.950bicubic-46.923-41.179+171
550repvit_m1_5.dist_450e_in1k22435.00264.99854.29745.70314.640.950bicubic-47.518-41.813+74
551rexnetr_200.sw_in12k_ft_in1k28834.95565.04655.91844.08216.521.000bicubic-48.215-40.732-30
552repvgg_d2se.rvgg_in1k32034.92565.07553.52446.476133.331.000bilinear-48.629-43.140-88
553xcit_tiny_24_p8_384.fb_dist_in1k38434.90065.10055.11644.88412.111.000bicubic-48.885-41.600-127
554flexivit_base.300ep_in1k24034.87665.12453.20246.79886.590.950bicubic-49.526-43.720-218
555resnet101d.ra2_in1k32034.87465.12654.18145.81944.571.000bicubic-48.144-42.277-10
556repvit_m1_5.dist_300e_in1k22434.87265.12854.38545.61514.640.950bicubic-47.510-41.641+89
557coatnet_1_rw_224.sw_in1k22434.86465.13653.42646.57441.720.950bicubic-48.748-42.956-100
558coatnet_rmlp_1_rw_224.sw_in1k22434.80965.19153.96546.03541.690.950bicubic-48.545-42.460-56
559swin_s3_base_224.ms_in1k22434.80565.19553.73146.26971.130.900bicubic-49.115-42.919-165
560regnetz_c16_evos.ch_in1k25634.80365.19756.00044.00013.490.950bicubic-47.139-39.970+158
561seresnext101_32x8d.ah_in1k28834.79765.20353.52246.47893.571.000bicubic-49.397-43.340-197
562maxvit_tiny_rw_224.sw_in1k22434.78565.21553.35746.64329.060.950bicubic-48.737-43.131-92
563mobilenetv4_hybrid_medium.ix_e550_r384_in1k38434.75865.24255.37344.62711.070.950bicubic-48.202-41.101-8
564vit_base_patch16_rpn_224.sw_in1k22434.72765.27354.65045.35086.540.900bicubic-47.489-41.348+110
565vit_relpos_base_patch16_clsgap_224.sw_in1k22434.71765.28354.23045.77086.430.900bicubic-48.045-41.948+14
566resmlp_big_24_224.fb_distilled_in1k22434.71565.28554.53445.466129.140.875bicubic-48.879-42.120-106
567sequencer2d_m.in1k22434.71165.28954.01045.99038.310.875bicubic-48.127-42.266+1
568vit_large_patch32_384.orig_in21k_ft_in1k38434.70965.29155.71944.281306.631.000bicubic-46.797-39.769+196
569hgnetv2_b1.ssld_stage1_in22k_in1k22434.70565.29555.73944.2616.340.965bicubic-43.373-38.447+610
570deit3_small_patch16_224.fb_in1k22434.67965.32153.12946.87122.060.900bicubic-46.695-42.423+223
571resnet101.a1h_in1k22434.67365.32654.30045.70044.550.950bicubic-47.277-41.460+144
572focalnet_small_srf.ms_in1k22434.67265.32954.41645.58449.890.900bicubic-48.759-42.017-88
573davit_tiny.msft_in1k22434.67265.32954.33045.67028.360.950bicubic-48.026-41.954+17
574convnext_nano.in12k_ft_in1k22434.66865.33256.10243.89815.590.950bicubic-47.638-40.235+85
575ecaresnet101d.miil_in1k28834.66065.34054.50545.49544.570.950bicubic-48.338-42.019-27
576vit_relpos_base_patch16_224.sw_in1k22434.62465.37654.27145.72986.430.900bicubic-47.852-41.873+56
577resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k22434.62065.38055.95144.049194.030.875bilinear-47.260-40.149+147
578repvgg_b2g4.rvgg_in1k22434.60965.39154.79845.20261.760.875bilinear-44.787-39.882+471
579resnetv2_101.a1h_in1k22434.59365.40753.17346.82744.540.950bicubic-47.449-42.693+120
580mobilenetv4_conv_aa_large.e600_r384_in1k48034.58965.41154.03345.96732.591.000bicubic-49.243-42.699-167
581gcvit_tiny.in1k22434.54265.45853.22046.78028.220.875bicubic-48.858-43.172-87
582resnext101_64x4d.c1_in1k22434.53865.46253.33846.66283.460.950bicubic-47.908-42.582+55
583mobilenetv4_conv_large.e500_r256_in1k25634.53065.47054.33445.66632.590.950bicubic-47.334-41.362+142
584resnetrs200.tf_in1k32034.53065.47054.27745.72393.211.000bicubic-49.916-42.795-257
585regnetv_064.ra3_in1k22434.50265.49855.28744.71330.580.950bicubic-48.615-41.275-53
586poolformerv2_m48.sail_in1k22434.50265.49853.98046.02073.351.000bicubic-48.109-42.088+20
587hiera_tiny_224.mae_in1k_ft_in1k22434.47365.52753.25546.74527.910.900bicubic-48.351-42.947-14
588tf_efficientnetv2_s.in1k30034.46165.53954.25745.74321.461.000bicubic-48.711-42.079-68
589convnextv2_nano.fcmae_ft_in22k_in1k28834.42465.57655.02044.98015.621.000bicubic-48.242-41.526+3
590efficientvit_b2.r256_in1k25634.41865.58253.59146.40924.331.000bicubic-48.294-42.501-3
591resnetrs152.tf_in1k32034.40665.59453.52246.47886.621.000bicubic-49.304-43.088-153
592resnest50d_4s2x40d.in1k22434.35765.64354.72345.27730.420.875bicubic-46.789-41.257+232
593pvt_v2_b2_li.in1k22434.32865.67254.09245.90822.550.900bicubic-47.874-42.018+86
594tf_efficientnetv2_b3.in21k_ft_in1k24034.24365.75755.78844.21214.360.900bicubic-46.833-40.132+240
595efficientvit_b2.r288_in1k28834.23965.76153.53446.46624.331.000bicubic-48.845-42.768-56
596crossvit_18_dagger_408.in1k40834.23765.76353.09246.90844.611.000bicubic-49.965-43.740-233
597xcit_medium_24_p16_224.fb_in1k22434.23565.76553.15546.84584.401.000bicubic-48.397-42.825+4
598resnetrs101.tf_in1k19234.21665.78454.53845.46263.620.940bicubic-46.494-40.700+289
599tf_efficientnet_b1.ns_jft_in1k24034.18465.81655.51344.4877.790.882bicubic-47.204-40.027+191
600pit_s_distilled_224.in1k22434.17465.82653.36946.63124.040.900bicubic-47.668-42.331+131
601efficientnetv2_rw_t.ra2_in1k28834.15765.84353.16146.83913.651.000bicubic-48.197-43.017+50
602mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k25634.13965.86154.56045.44011.070.950bicubic-48.223-41.696+46
603tf_efficientnet_b4.aa_in1k38034.10465.89654.22445.77619.340.922bicubic-48.936-42.066-60
604fastvit_sa24.apple_in1k25634.09665.90453.75646.24421.550.900bicubic-48.610-42.522-16
605twins_pcpvt_large.in1k22434.07665.92454.11045.89060.990.900bicubic-49.092-42.500-84
606resnetv2_101.a1h_in1k28834.07665.92452.31647.68444.541.000bicubic-48.926-44.128-58
607mobilenetv4_hybrid_medium.ix_e550_r384_in1k44834.07065.93054.41845.58211.071.000bicubic-49.352-42.314-119
608tf_efficientnet_b6.aa_in1k52834.06865.93254.55845.44243.040.942bicubic-50.050-42.328-237
609efficientformerv2_s2.snap_dist_in1k22434.06665.93453.53046.47012.710.950bicubic-48.084-42.382+78
610resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k22434.05465.94555.59644.40488.790.875bilinear-47.566-40.441+140
611mobilenetv4_conv_large.e500_r256_in1k32034.05465.94553.72146.27932.591.000bicubic-48.620-42.595-19
612xcit_small_24_p16_224.fb_in1k22434.03965.96153.27146.72947.671.000bicubic-48.541-42.983+6
613hgnetv2_b1.ssld_stage2_ft_in1k22434.02965.97154.87245.1286.340.965bicubic-44.867-39.612+490
614nfnet_l0.ra2_in1k28834.00265.99954.35645.64435.071.000bicubic-48.755-42.138-34
615efficientnet_b3_pruned.in1k30034.00265.99954.11445.8869.860.904bicubic-46.870-41.158+249
616regnety_160.deit_in1k28833.99666.00453.55846.44283.591.000bicubic-49.704-43.032-175
617gc_efficientnetv2_rw_t.agc_in1k28833.99466.00653.28146.71913.681.000bicubic-48.486-43.019+14
618nextvit_small.bd_in1k_38438433.99266.00853.87446.12631.761.000bicubic-50.050-43.116-234
619resnext101_64x4d.tv_in1k22433.99266.00852.51247.48883.460.875bilinear-48.986-43.740-67
620resnext101_64x4d.c1_in1k28833.85466.14652.17247.82883.461.000bicubic-49.304-44.198-94
621swinv2_cr_small_ns_224.sw_in1k22433.84266.15852.63447.36649.700.900bicubic-49.648-43.852-146
622poolformerv2_s36.sail_in1k22433.83666.16453.67246.32830.791.000bicubic-47.740-42.008+133
623xcit_small_12_p16_224.fb_in1k22433.82766.17353.15546.84526.251.000bicubic-48.155-42.659+85
624convnext_tiny.fb_in1k22433.82566.17553.65446.34628.590.875bicubic-48.241-42.200+71
625nextvit_small.bd_in1k22433.81166.18953.18146.81931.760.950bicubic-48.809-43.041-22
626convnextv2_nano.fcmae_ft_in1k22433.80566.19553.96746.03315.620.875bicubic-48.051-41.989+102
627repvit_m3.dist_in1k22433.78966.21153.11646.88410.680.950bicubic-47.705-42.446+141
628resnet101.a1h_in1k28833.76866.23253.14146.85944.551.000bicubic-49.034-43.179-51
629resnetv2_50x3_bit.goog_in21k_ft_in1k44833.74066.26055.93544.065217.321.000bilinear-50.252-41.197-241
630hgnetv2_b1.ssld_stage1_in22k_in1k28833.72866.27254.34845.6526.341.000bicubic-45.320-40.534+464
631swin_s3_small_224.ms_in1k22433.68966.31152.40847.59249.740.900bicubic-50.089-44.052-204
632swinv2_small_window8_256.ms_in1k25633.66566.33552.77847.22249.730.900bicubic-50.179-43.872-222
633cs3se_edgenet_x.c2ns_in1k25633.65266.34852.98447.01650.720.950bicubic-49.108-43.322-53
634resnet152.tv2_in1k22433.63266.36851.65048.35060.190.965bilinear-48.662-44.350+29
635resnet51q.ra2_in1k28833.59566.40553.02746.97335.701.000bilinear-48.761-43.151+15
636inception_next_tiny.sail_in1k22433.59366.40753.04546.95528.060.875bicubic-48.915-42.955-9
637xcit_tiny_24_p16_384.fb_dist_in1k38433.54666.45452.78947.21112.121.000bicubic-49.034-43.211-21
638mobilenetv4_hybrid_medium.e500_r224_in1k22433.50466.49653.12546.87511.070.950bicubic-46.934-42.251+289
639vit_relpos_medium_patch16_224.sw_in1k22433.50466.49652.58947.41138.750.900bicubic-48.962-43.495-6
640mobilenetv4_hybrid_medium.e500_r224_in1k25633.50066.50052.87647.12411.071.000bicubic-47.784-42.864+163
641regnety_080.ra3_in1k28833.47566.52552.90147.09939.181.000bicubic-50.465-43.979-249
642cs3edgenet_x.c2_in1k28833.45566.54552.93147.06947.821.000bicubic-49.291-43.459-60
643tf_efficientnetv2_b3.in21k_ft_in1k30033.44966.55154.98645.01414.360.900bicubic-49.185-41.644-43
644convmixer_1536_20.in1k22433.44566.55553.05546.94551.630.960bicubic-47.925-42.575+151
645regnety_064.ra3_in1k22433.43866.56252.92747.07330.580.950bicubic-49.569-43.369-99
646regnety_032.ra_in1k28833.43466.56652.77047.23019.441.000bicubic-49.290-43.654-63
647sequencer2d_s.in1k22433.43466.56652.39247.60827.650.875bicubic-48.902-43.639+6
648crossvit_18_240.in1k24033.39666.60452.25947.74143.270.875bicubic-48.990-43.807-4
649regnetz_c16.ra3_in1k32033.39466.60654.23045.77013.461.000bicubic-49.266-42.102-56
650gernet_l.idstcv_in1k25633.39066.61051.79348.20731.080.875bilinear-47.984-43.661+142
651vit_srelpos_medium_patch16_224.sw_in1k22433.38066.62052.49347.50738.740.900bicubic-48.870-43.435+18
652regnetv_040.ra3_in1k22433.36966.63152.94747.05320.640.950bicubic-49.079-43.257-16
653crossvit_15_dagger_408.in1k40833.35166.64952.16447.83628.501.000bicubic-50.489-44.616-242
654tiny_vit_5m_224.dist_in22k_ft_in1k22433.34566.65555.04944.9515.390.950bicubic-47.517-40.623+210
655crossvit_18_dagger_240.in1k24033.27866.72252.21847.78244.270.875bicubic-49.226-43.850-27
656wide_resnet101_2.tv2_in1k22433.27866.72251.44348.557126.890.965bilinear-49.238-44.569-31
657tresnet_xl.miil_in1k22433.27666.72452.31047.69078.440.875bilinear-48.788-43.620+39
658swin_tiny_patch4_window7_224.ms_in22k_ft_in1k22433.27266.72855.24644.75428.290.900bicubic-47.694-40.774+187
659resnext101_32x8d.tv2_in1k17633.24966.75151.31848.68288.790.875bilinear-48.741-44.398+48
660fbnetv3_g.ra2_in1k24033.24566.75553.72746.27316.620.950bilinear-48.007-41.955+150
661nest_base_jx.goog_in1k22433.22366.77751.82748.17367.720.875bicubic-50.323-44.539-195
662convnext_tiny.fb_in1k28833.18066.82052.66847.33228.591.000bicubic-49.514-43.476-72
663resnest50d_1s4x24d.in1k22433.17266.82852.85447.14625.680.875bicubic-47.846-42.482+179
664convnext_nano.in12k_ft_in1k28833.13166.86953.98646.01415.591.000bicubic-49.751-42.576-97
665resnet61q.ra2_in1k28833.12166.87951.71848.28236.851.000bicubic-49.403-44.796-42
666vit_relpos_medium_patch16_rpn_224.sw_in1k22433.10366.89752.39247.60838.730.900bicubic-49.205-43.590-8
667maxxvit_rmlp_nano_rw_256.sw_in1k25633.08066.92051.89548.10516.780.950bicubic-49.946-44.449-123
668rexnet_300.nav_in1k22433.07866.92252.37147.62934.710.875bicubic-49.702-43.863-90
669twins_pcpvt_base.in1k22433.06666.93452.61847.38243.830.900bicubic-49.656-43.730-84
670tf_efficientnetv2_s.in1k38433.05466.94651.90148.09921.461.000bicubic-50.842-44.797-269
671pvt_v2_b2.in1k22433.04666.95452.01547.98525.360.900bicubic-49.048-43.941+22
672hgnetv2_b1.ssld_stage2_ft_in1k28833.03566.96553.53046.4706.341.000bicubic-46.869-41.136+320
673nest_small_jx.goog_in1k22433.02966.97151.05248.94838.350.875bicubic-50.093-45.282-142
674crossvit_base_240.in1k24033.02366.97751.37148.629105.030.875bicubic-49.205-44.443-2
675poolformerv2_m36.sail_in1k22433.01966.98151.85448.14656.081.000bicubic-49.195-44.084+2
676xcit_tiny_24_p16_224.fb_dist_in1k22433.01166.98952.08447.91612.121.000bicubic-47.455-43.118+243
677resnet51q.ra2_in1k25632.99167.00952.37347.62735.700.875bilinear-48.787-43.577+62
678rexnet_200.nav_in1k22432.97867.02252.94347.05716.370.875bicubic-48.662-42.725+72
679resnest50d.in1k22432.96267.03852.71747.28327.480.875bilinear-47.996-42.655+168
680convit_small.fb_in1k22432.95667.04452.15347.84727.780.875bicubic-48.458-43.583+108
681tf_efficientnet_b3.aa_in1k30032.93467.06652.93547.06512.230.904bicubic-48.714-42.789+67
682crossvit_15_dagger_240.in1k24032.91767.08351.79348.20728.210.875bicubic-49.389-44.175-22
683swin_base_patch4_window12_384.ms_in1k38432.91167.08951.77048.23087.901.000bicubic-51.565-45.116-365
684convnext_tiny_hnf.a2h_in1k28832.90567.09551.19848.80228.591.000bicubic-49.703-45.194-75
685pnasnet5large.tf_in1k33132.89967.10150.53949.46186.060.911bicubic-49.929-45.499-114
686vit_small_patch16_224.augreg_in21k_ft_in1k22432.89567.10553.94946.05122.050.900bicubic-48.519-42.201+101
687twins_svt_base.in1k22432.85667.14451.48548.51556.070.900bicubic-50.268-44.943-157
688regnetv_064.ra3_in1k28832.82867.17252.89047.11030.581.000bicubic-50.920-43.856-256
689cs3edgenet_x.c2_in1k25632.82867.17252.18447.81647.820.887bicubic-49.386-43.712-12
690convnextv2_nano.fcmae_ft_in1k28832.80967.19152.67947.32115.621.000bicubic-49.687-43.549-60
691mobilenetv4_hybrid_medium.ix_e550_r256_in1k25632.80967.19152.53047.47011.070.950bicubic-48.665-43.162+83
692nasnetalarge.tf_in1k33132.80367.19750.16249.83888.750.911bicubic-49.833-45.898-93
693hgnet_small.paddle_in1k22432.79167.20952.46547.53524.360.965bicubic-48.635-43.381+92
694resnet61q.ra2_in1k25632.78567.21551.15448.84636.850.900bicubic-49.181-44.698+18
695resnet152d.gluon_in1k22432.76467.23751.07648.92460.210.875bicubic-47.712-44.120+221
696inception_resnet_v2.tf_in1k29932.75067.25050.67149.32955.840.897bicubic-47.696-44.249+228
697gernet_m.idstcv_in1k22432.74667.25451.90548.09521.140.875bilinear-47.980-43.279+187
698repvit_m1_1.dist_450e_in1k22432.74067.26052.67547.3258.800.950bicubic-48.562-42.897+103
699eca_nfnet_l0.ra2_in1k22432.71267.28853.22646.77424.140.900bicubic-49.052-42.044+42
700pit_b_224.in1k22432.70367.29749.84850.15273.760.900bicubic-49.757-45.860-65
701tf_efficientnet_b2.ap_in1k26032.66367.33752.24947.7519.110.890bicubic-47.633-42.783+245
702swin_base_patch4_window7_224.ms_in1k22432.65367.34751.56948.43187.770.900bicubic-50.957-44.881-244
703mobilenetv4_conv_blur_medium.e500_r224_in1k22432.63067.37052.41047.5909.720.950bicubic-46.816-42.510+344
704fbnetv3_g.ra2_in1k28832.61867.38252.89247.10816.620.950bilinear-49.422-43.172-4
705regnety_320.tv2_in1k22432.61267.38850.28849.712145.050.965bicubic-50.562-46.128-186
706mobilenetv4_conv_blur_medium.e500_r224_in1k25632.60467.39652.36347.6379.721.000bicubic-47.548-42.407+261
707mobilenetv4_conv_medium.e500_r256_in1k25632.59067.40952.64247.3589.720.950bicubic-47.331-42.544+277
708resnext101_32x8d.tv2_in1k22432.57167.42950.15449.84688.790.965bilinear-50.261-46.078-139
709regnetz_c16_evos.ch_in1k32032.56567.43552.93947.06113.490.950bicubic-50.079-43.541-111
710cait_xxs36_384.fb_dist_in1k38432.54967.45152.25347.74717.371.000bicubic-49.659-43.897-32
711tresnet_l.miil_in1k22432.54967.45151.12748.87355.990.875bilinear-48.949-44.525+56
712wide_resnet50_2.racm_in1k22432.48867.51251.46948.53168.880.875bicubic-49.000-44.075+58
713resnet152.a1_in1k22432.47867.52249.82850.17260.190.950bicubic-49.520-46.060-7
714gmlp_s16_224.ra3_in1k22432.41667.58451.82348.17719.420.875bicubic-47.228-42.805+313
715resnetaa50d.sw_in12k_ft_in1k22432.40467.59652.51647.48425.580.950bicubic-49.378-43.520+23
716inception_resnet_v2.tf_ens_adv_in1k29932.39667.60450.43949.56155.840.897bicubic-47.596-44.517+266
717deit_base_patch16_224.fb_in1k22432.39067.61050.98649.01486.570.900bicubic-49.590-44.802-7
718maxvit_nano_rw_256.sw_in1k25632.38467.61650.60849.39215.450.950bicubic-50.558-45.616-161
719mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k32032.36567.63551.80348.19711.071.000bicubic-50.625-44.867-169
720swin_small_patch4_window7_224.ms_in1k22432.34967.65150.91349.08749.610.900bicubic-50.879-45.413-204
721resnet152s.gluon_in1k22432.34767.65350.53249.46860.320.875bicubic-48.701-44.910+118
722regnety_040.ra3_in1k22432.34567.65551.50448.49620.650.950bicubic-49.971-44.572-66
723repvit_m1_1.dist_300e_in1k22432.29067.71051.96248.0388.800.950bicubic-48.536-43.212+146
724deit_small_distilled_patch16_224.fb_in1k22432.28467.71652.11147.88922.440.900bicubic-48.932-43.268+90
725poolformerv2_s24.sail_in1k22432.27667.72451.49048.51021.341.000bicubic-48.476-43.828+154
726edgenext_small.usi_in1k25632.27267.72851.88748.1135.590.950bicubic-48.792-43.443+110
727xcit_tiny_24_p8_224.fb_in1k22432.23967.76151.87848.12212.111.000bicubic-49.651-44.102-4
728seresnext101_64x4d.gluon_in1k22432.20367.79750.32549.67588.230.875bicubic-48.683-44.943+129
729regnetx_320.tv2_in1k22432.19667.80449.36450.636107.810.965bicubic-50.628-46.828-157
730gcvit_xtiny.in1k22432.13367.86751.11548.88519.980.875bicubic-49.835-44.851-19
731coat_lite_small.in1k22432.12767.87349.98350.01719.840.900bicubic-50.175-45.851-70
732seresnext101_32x4d.gluon_in1k22432.12367.87751.22148.77948.960.875bicubic-48.763-44.087+126
733tiny_vit_11m_224.in1k22432.09367.90751.30648.69411.000.950bicubic-49.445-44.564+27
734coatnext_nano_rw_224.sw_in1k22432.09367.90751.03348.96714.700.900bicubic-49.905-44.261-28
735tf_efficientnet_b7.aa_in1k60032.08667.91552.15547.84566.350.949bicubic-52.351-44.765-406
736flexivit_small.1200ep_in1k24032.08067.92050.31349.68722.060.950bicubic-50.512-45.837-121
737efficientvit_b2.r224_in1k22432.07467.92650.93649.06424.330.950bicubic-50.088-44.774-52
738maxxvitv2_nano_rw_256.sw_in1k25632.06667.93450.32949.67123.700.950bicubic-51.038-46.005-202
739focalnet_tiny_lrf.ms_in1k22432.06467.93651.43548.56528.650.900bicubic-50.110-44.512-57
740seresnext50_32x4d.racm_in1k22432.01767.98351.25748.74327.560.875bicubic-49.251-44.317+66
741resnetv2_50d_gn.ah_in1k22432.00967.99151.23548.76525.570.950bicubic-48.785-44.121+134
742deit_base_patch16_384.fb_in1k38431.98568.01550.53949.46186.861.000bicubic-51.131-45.827-208
743maxvit_rmlp_nano_rw_256.sw_in1k25631.96668.03450.62049.38015.500.950bicubic-51.014-45.652-192
744mobilenetv4_hybrid_medium.ix_e550_r256_in1k32031.95468.04651.46348.53711.071.000bicubic-50.542-44.817-115
745xcit_tiny_12_p8_224.fb_dist_in1k22431.94668.05451.38648.6146.711.000bicubic-49.266-44.230+70
746wide_resnet101_2.tv2_in1k17631.90768.09349.52750.473126.890.875bilinear-48.581-45.453+168
747hgnetv2_b0.ssld_stage1_in22k_in1k22431.89968.10152.31847.6826.000.965bicubic-44.945-41.294+523
748coatnet_bn_0_rw_224.sw_in1k22431.88368.11750.99949.00127.440.950bicubic-50.511-45.195-108
749levit_conv_384.fb_dist_in1k22431.87368.12750.62449.37639.130.900bicubic-50.727-45.396-138
750levit_384.fb_dist_in1k22431.86968.13150.62649.37439.130.900bicubic-50.729-45.390-138
751ecaresnet50t.ra2_in1k25631.86768.13351.77748.22325.570.875bicubic-49.579-43.901+28
752resnetrs101.tf_in1k28831.86568.13551.01148.98963.620.940bicubic-50.429-44.927-88
753mobilenetv4_conv_medium.e500_r256_in1k32031.86368.13651.81948.1819.721.000bicubic-49.016-43.943+107
754cs3se_edgenet_x.c2ns_in1k32031.86168.13850.82249.17850.721.000bicubic-51.682-45.842-286
755vit_wee_patch16_reg1_gap_256.sbb_in1k25631.85468.14651.54548.45513.420.950bicubic-48.414-43.815+197
756mobilenetv4_conv_medium.e500_r224_in1k22431.83868.16251.54048.4609.720.950bicubic-47.254-43.248+331
757mobilenetv4_conv_medium.e500_r224_in1k25631.82868.17251.58348.4179.721.000bicubic-48.010-43.611+247
758vit_relpos_small_patch16_224.sw_in1k22431.77568.22550.60849.39221.980.900bicubic-49.701-45.216+14
759flexivit_small.600ep_in1k24031.75568.24549.61450.38622.060.950bicubic-50.637-46.426-116
760tf_efficientnetv2_b3.in1k24031.72468.27651.10948.89114.360.904bicubic-48.988-44.067+126
761convnextv2_pico.fcmae_ft_in1k22431.72268.27851.15648.8449.070.875bicubic-48.582-43.926+183
762poolformer_m48.sail_in1k22431.66968.33149.84250.15873.470.950bicubic-50.793-46.126-128
763tnt_s_patch16_22422431.66368.33751.17048.83023.760.900bicubic-49.865-44.564-1
764convnext_tiny.fb_in22k_ft_in1k28831.64368.35751.76848.23228.591.000bicubic-47.307-42.940+335
765resnetv2_50x1_bit.goog_distilled_in1k22431.64068.36151.31248.68825.550.875bicubic-51.180-45.214-191
766efficientnet_b1.ra4_e3600_r240_in1k24031.63068.37050.48649.5147.790.900bicubic-48.774-44.662+165
767eca_nfnet_l0.ra2_in1k28831.61668.38451.61248.38824.141.000bicubic-50.980-44.878-155
768focalnet_tiny_srf.ms_in1k22431.61668.38450.86849.13228.430.900bicubic-50.528-45.102-79
769efficientnet_b1.ra4_e3600_r240_in1k28831.61468.38650.62249.3787.791.000bicubic-49.820-45.074+13
770resnet50.ram_in1k22431.59468.40650.20549.79525.560.875bicubic-47.438-44.181+325
771mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k22431.57368.42750.89349.1078.460.900bicubic-48.557-44.105+199
772xception41p.ra3_in1k29931.56368.43750.36849.63226.910.940bicubic-50.417-45.374-63
773mobilenet_edgetpu_v2_m22431.55768.44350.90749.0938.460.900bicubic-48.561-44.087+198
774coatnet_rmlp_nano_rw_224.sw_in1k22431.55368.44750.22349.77715.150.900bicubic-50.509-45.647-77
775mobilevitv2_200.cvnets_in22k_ft_in1k25631.53968.46151.83448.16618.450.888bicubic-50.783-44.106-121
776wide_resnet50_2.racm_in1k28831.52168.47850.37849.62268.880.950bicubic-50.745-45.684-109
777nf_resnet50.ra2_in1k25631.49068.51050.76949.23125.560.940bicubic-48.734-44.335+185
778hgnetv2_b0.ssld_stage2_ft_in1k22431.48468.51651.71748.2836.000.965bicubic-45.858-42.069+458
779resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k22431.46668.53452.15147.84944.180.875bilinear-49.470-43.581+71
780regnety_064.ra3_in1k28831.46668.53450.48849.51230.581.000bicubic-52.246-46.240-343
781poolformer_m36.sail_in1k22431.46368.53750.02549.97556.170.950bicubic-50.641-45.673-90
782flexivit_small.300ep_in1k24031.45368.54749.22150.77922.060.950bicubic-50.717-46.805-99
783repvit_m1_0.dist_450e_in1k22431.44368.55750.67749.3237.300.950bicubic-49.003-44.629+142
784resnet152.a1_in1k28831.43368.56748.66351.33760.191.000bicubic-51.311-47.057-201
785rexnet_150.nav_in1k22431.42368.57751.27648.7249.730.875bicubic-48.887-43.892+157
786resnet50.b1k_in1k22431.41068.59150.64849.35225.560.950bicubic-48.154-43.974+246
787inception_v4.tf_in1k29931.38868.61249.24850.75242.680.875bicubic-48.756-45.734+182
788resnet101.tv2_in1k22431.36668.63449.57850.42244.550.965bilinear-50.540-46.190-66
789efficientformer_l1.snap_dist_in1k22431.35868.64250.51449.48612.290.950bicubic-49.144-44.478+123
790repvit_m2.dist_in1k22431.33568.66550.67549.3258.800.950bicubic-49.133-44.497+128
791pit_s_224.in1k22431.32568.67549.67750.32323.460.900bicubic-49.801-45.651+37
792regnety_032.tv2_in1k22431.31368.68750.13349.86719.440.965bicubic-50.485-45.713-57
793swinv2_tiny_window16_256.ms_in1k25631.29968.70149.68350.31728.350.900bicubic-51.529-46.539-223
794crossvit_15_240.in1k24031.29768.70350.20049.80027.530.875bicubic-50.221-45.496-31
795coatnet_0_rw_224.sw_in1k22431.28468.71648.65151.34927.440.950bicubic-51.110-47.193-154
796vit_srelpos_small_patch16_224.sw_in1k22431.28268.71850.26449.73621.970.900bicubic-49.826-45.316+33
797crossvit_small_240.in1k24031.28268.71850.19749.80326.860.875bicubic-49.758-45.271+44
798cait_xxs36_224.fb_dist_in1k22431.28068.72050.63649.36417.301.000bicubic-48.458-44.226+217
799repvit_m1_0.dist_300e_in1k22431.27068.73050.82049.1807.300.950bicubic-48.882-44.478+169
800swinv2_cr_small_224.sw_in1k22431.25468.74648.76151.23949.700.900bicubic-51.872-47.349-271
801cspresnet50.ra_in1k25631.24868.75251.24348.75721.620.887bilinear-48.340-43.447+230
802convmixer_768_32.in1k22431.23568.76550.93649.06421.110.960bicubic-48.923-44.134+164
803regnetv_040.ra3_in1k28831.22768.77350.10549.89520.641.000bicubic-51.973-46.553-286
804cspresnext50.ra_in1k25631.22568.77550.91149.08920.570.887bilinear-49.327-44.419+100
805mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k25631.22168.77950.34549.6558.460.950bicubic-49.463-45.097+86
806hgnetv2_b0.ssld_stage1_in22k_in1k28831.21968.78151.49048.5106.001.000bicubic-46.815-42.758+376
807vit_pwee_patch16_reg1_gap_256.sbb_in1k25631.21968.78151.09948.90115.250.950bicubic-48.859-43.887+169
808mobilenet_edgetpu_v2_m25631.21968.78150.36449.6368.460.950bicubic-49.463-45.080+83
809swin_s3_tiny_224.ms_in1k22431.21968.78149.71450.28628.330.900bicubic-50.909-46.244-119
810coat_mini.in1k22431.20968.79149.77750.22310.340.900bicubic-50.095-45.611-10
811resnet50d.ra4_e3600_r224_in1k22431.20568.79549.88750.11325.580.950bicubic-49.751-45.493+37
812xcit_tiny_12_p8_384.fb_dist_in1k38431.20168.79950.50849.4926.711.000bicubic-51.191-45.706-170
813resnet152.tv2_in1k17631.17268.82848.73751.26360.190.875bilinear-49.040-45.917+150
814fastvit_sa12.apple_dist_in1k25631.16868.83249.99150.00911.580.900bicubic-50.674-45.733-82
815resnet101.a1_in1k22431.16268.83848.02651.97444.550.950bicubic-50.332-47.138-46
816ecaresnetlight.miil_in1k22431.15268.84850.26249.73830.160.875bicubic-49.304-44.986+106
817resnet101s.gluon_in1k22431.15068.85049.82650.17444.670.875bicubic-49.136-45.324+131
818convnext_nano.d1h_in1k22431.14068.86050.07249.92815.590.950bicubic-49.622-45.260+60
819repvit_m0_9.dist_300e_in1k22431.13168.87050.76949.2315.490.950bicubic-47.523-43.345+311
820edgenext_small.usi_in1k32031.12568.87550.14649.8545.591.000bicubic-50.447-45.566-64
821resnet152.a3_in1k16031.10968.89149.25850.74260.190.950bicubic-47.787-44.866+284
822coatnet_nano_rw_224.sw_in1k22431.10368.89749.57550.42515.140.900bicubic-50.601-46.075-78
823resmlp_36_224.fb_distilled_in1k22431.09968.90149.69350.30744.690.875bicubic-50.051-45.815-2
824tf_efficientnet_cc_b0_8e.in1k22431.09168.90950.79549.20524.010.875bicubic-46.833-42.855+371
825ecaresnet50d.miil_in1k22431.08368.91750.86049.14025.580.875bicubic-49.535-44.452+74
826convnext_nano_ols.d1h_in1k22431.06868.93249.82850.17215.650.950bicubic-49.838-45.426+29
827ecaresnet50t.ra2_in1k32031.04868.95250.59049.41025.570.950bicubic-51.322-45.530-180
828resnet50d.ra2_in1k22431.03868.96249.84450.15625.580.875bicubic-49.510-45.314+78
829cs3sedarknet_x.c2ns_in1k28831.03068.97050.15449.84635.401.000bicubic-51.620-46.194-234
830gcresnet50t.ra2_in1k25631.02068.98050.12949.87125.900.900bicubic-49.930-45.335+20
831resnet152.a2_in1k22431.01368.98747.79852.20260.190.950bicubic-50.751-48.200-89
832cspdarknet53.ra_in1k25631.01168.98950.39249.60827.640.887bilinear-49.095-44.676+139
833resnext101_64x4d.gluon_in1k22431.01168.98948.53351.46783.460.875bicubic-49.629-46.467+66
834regnety_160.tv2_in1k22431.00368.99749.09150.90983.590.965bicubic-51.643-47.139-238
835resnet152c.gluon_in1k22430.99569.00548.95051.05060.210.875bicubic-48.911-45.654+154
836tresnet_m.miil_in1k22430.99569.00548.68451.31631.390.875bilinear-49.821-46.178+35
837twins_svt_small.in1k22430.95969.04049.20150.79924.060.900bicubic-50.732-46.467-92
838gcresnet50t.ra2_in1k28830.95869.04250.07649.92425.901.000bicubic-50.500-45.646-60
839cs3sedarknet_x.c2ns_in1k25630.92469.07650.01749.98335.400.887bicubic-51.002-46.005-118
840resnext50_32x4d.a1h_in1k22430.91669.08449.24250.75825.030.950bicubic-50.224-46.077-15
841ecaresnet101d_pruned.miil_in1k22430.91269.08850.00949.99124.880.875bicubic-49.902-45.611+30
842regnety_080_tv.tv2_in1k22430.90769.09448.70051.30039.380.965bicubic-51.685-47.544-228
843hgnetv2_b0.ssld_stage2_ft_in1k28830.89969.10151.05648.9446.001.000bicubic-47.699-43.324+288
844tf_efficientnet_cc_b1_8e.in1k24030.89769.10350.08049.92039.720.882bicubic-48.425-44.300+217
845tf_efficientnetv2_b3.in1k30030.89569.10549.80350.19714.360.904bicubic-51.065-45.971-131
846resmlp_24_224.fb_distilled_in1k22430.89169.10950.14449.85630.020.875bicubic-49.875-45.076+31
847resnetaa50.a1h_in1k22430.88569.11549.51450.48625.560.950bicubic-49.729-45.698+53
848resnet50.b2k_in1k22430.88369.11749.40250.59825.560.950bicubic-48.497-45.174+203
849repvit_m0_9.dist_450e_in1k22430.87969.12150.14449.8565.490.950bicubic-48.179-44.244+242
850resnext101_32x4d.gluon_in1k22430.86969.13148.55351.44744.180.875bicubic-49.467-46.355+90
851tf_efficientnet_lite4.in1k38030.83869.16250.39849.60213.010.920bilinear-50.708-45.268-91
852resnet50.c1_in1k22430.83269.16849.46550.53525.560.950bicubic-48.934-45.493+159
853cs3darknet_x.c2ns_in1k25630.81669.18449.70050.30035.050.950bicubic-51.040-46.040-126
854resnetaa50d.sw_in12k_ft_in1k28830.81269.18850.58149.41925.581.000bicubic-51.832-45.909-257
855efficientvit_b1.r288_in1k28830.78569.21549.96950.0319.101.000bicubic-49.525-45.007+88
856dpn68b.ra_in1k22430.75969.24149.49850.50212.610.950bicubic-47.785-44.480+280
857resnetv2_50d_evos.ah_in1k22430.75769.24348.81251.18825.590.950bicubic-50.071-46.458+11
858wide_resnet50_2.tv2_in1k17630.72669.27448.88951.11168.880.875bilinear-49.710-46.193+70
859nf_resnet50.ra2_in1k28830.71869.28249.95450.04625.560.940bicubic-49.938-45.386+36
860xcit_tiny_24_p16_224.fb_in1k22430.71669.28450.39049.61012.121.000bicubic-48.742-44.492+182
861poolformer_s36.sail_in1k22430.70669.29449.45350.54730.860.900bicubic-50.726-45.991-78
862ese_vovnet39b.ra_in1k22430.69069.31049.88350.11724.570.875bicubic-48.626-44.831+200
863hgnet_small.paddle_in1k28830.66769.33349.96650.03424.361.000bicubic-51.547-46.258-188
864dpn107.mx_in1k22430.64569.35548.74551.25586.920.875bicubic-49.523-46.191+100
865resnet152.gluon_in1k22430.63969.36148.52551.47560.190.875bicubic-49.073-46.195+154
866tresnet_xl.miil_in1k_44844830.63369.36749.11750.88378.440.875bilinear-52.433-47.063-325
867resnet50.a1h_in1k22430.62369.37649.42550.57525.561.000bicubic-50.029-45.887+29
868resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k22430.61669.38450.69149.30925.030.875bilinear-49.700-44.695+73
869haloregnetz_b.ra3_in1k22430.59669.40448.98151.01911.680.940bicubic-50.456-46.219-31
870pit_xs_distilled_224.in1k22430.55969.44150.17649.82411.000.900bicubic-48.609-44.192+211
871regnetx_080.tv2_in1k22430.55769.44348.09351.90739.570.965bicubic-51.003-47.449-113
872hgnet_tiny.paddle_in1k22430.55369.44750.10949.89114.740.965bicubic-49.335-44.939+123
873regnetz_b16.ra3_in1k22430.54769.45349.30050.7009.720.940bicubic-49.327-45.678+124
874resnet50.a1h_in1k17630.53769.46349.30950.69125.560.900bicubic-48.723-45.189+196
875mobilevitv2_200.cvnets_in22k_ft_in1k_38438430.51569.48550.55749.44318.451.000bicubic-52.895-46.015-383
876resnet101d.gluon_in1k22430.51569.48547.97752.02344.570.875bicubic-49.951-47.057+44
877resnest26d.gluon_in1k22430.49469.50650.64249.35817.070.875bilinear-47.982-43.658+270
878efficientnet_b2.ra_in1k28830.49269.50849.69650.3049.111.000bicubic-50.118-45.622+23
879resnet50.ram_in1k28830.44769.55349.01950.98125.560.950bicubic-49.527-46.022+104
880cs3darknet_x.c2ns_in1k28830.43569.56549.18050.82035.051.000bicubic-51.801-47.052-210
881tf_efficientnet_b1.ap_in1k24030.43369.56749.60450.3967.790.882bicubic-48.855-44.712+185
882resnetv2_50.a1h_in1k22430.42969.57148.91851.08225.550.950bicubic-49.977-46.166+48
883twins_pcpvt_small.in1k22430.39469.60649.37650.62424.110.900bicubic-50.728-46.240-54
884xcit_tiny_12_p16_384.fb_dist_in1k38430.39069.61050.10949.8916.721.000bicubic-50.562-45.323-35
885resnet50d.ra2_in1k28830.39069.61048.76751.23325.580.950bicubic-50.960-46.975-89
886resnet50.d_in1k22430.37869.62248.16251.83825.560.950bicubic-49.526-46.986+107
887ecaresnetlight.miil_in1k28830.36869.63249.16650.83430.160.950bicubic-51.048-46.628-101
888ecaresnet101d_pruned.miil_in1k28830.36469.63648.81251.18824.880.950bicubic-51.642-47.352-185
889tf_efficientnet_b5.in1k45630.34069.65949.77950.22130.390.934bicubic-52.825-46.751-366
890visformer_small.in1k22430.32969.67148.31551.68540.220.900bicubic-51.767-47.561-198
891tf_efficientnetv2_b2.in1k20830.31369.68749.04450.95610.100.890bicubic-48.893-45.558+187
892resnet101.a1_in1k28830.31169.68946.55453.44644.551.000bicubic-52.011-49.074-237
893regnety_040.ra3_in1k28830.30569.69548.88551.11520.651.000bicubic-52.753-47.613-351
894mobilevitv2_175.cvnets_in22k_ft_in1k25630.27469.72649.29550.70514.250.888bicubic-51.670-46.498-177
895efficientformerv2_s1.snap_dist_in1k22430.26269.73849.20950.7916.190.950bicubic-49.422-45.481+126
896resnet50.c2_in1k22430.25269.74848.47451.52625.560.950bicubic-49.616-46.392+102
897regnetx_160.tv2_in1k22430.25269.74847.04752.95354.280.965bicubic-52.324-49.008-278
898vit_relpos_base_patch32_plus_rpn_256.sw_in1k25630.22169.77948.71251.288119.420.900bicubic-49.275-45.402+142
899resnet50.b1k_in1k28830.20769.79349.19550.80525.561.000bicubic-50.499-46.237-11
900cs3sedarknet_l.c2ns_in1k25630.19169.80949.52950.47121.910.887bicubic-51.029-46.277-87
901fastvit_s12.apple_dist_in1k25630.18769.81348.94851.0529.470.900bicubic-50.887-46.330-66
902seresnext50_32x4d.racm_in1k28830.17069.83049.09350.90727.560.950bicubic-52.016-47.055-222
903resnet50.b2k_in1k28830.16069.84048.28551.71525.561.000bicubic-50.310-47.023+14
904wide_resnet50_2.tv2_in1k22430.15069.85048.35851.64268.880.965bilinear-51.448-47.406-150
905efficientnet_b0.ra4_e3600_r224_in1k25630.13669.86449.02450.9765.291.000bicubic-49.234-45.728+149
906regnety_016.tv2_in1k22430.12469.87649.26850.73211.200.965bicubic-50.572-46.072-16
907resnet50d.ra4_e3600_r224_in1k28830.12469.87648.61651.38425.581.000bicubic-51.706-47.304-174
908resnet101.tv2_in1k17630.09769.90348.09151.90944.550.875bilinear-49.809-46.759+83
909nf_regnet_b1.ra2_in1k25630.08769.91350.17249.82810.220.900bicubic-48.635-44.214+212
910seresnet50.ra2_in1k22430.08569.91549.31950.68128.090.875bicubic-50.175-45.749+45
911convmixer_1024_20_ks9_p14.in1k22430.06769.93349.91450.08624.380.960bicubic-46.877-43.450+353
912dpn68b.ra_in1k28830.06769.93348.18351.81712.611.000bicubic-49.277-46.243+145
913halo2botnet50ts_256.a1h_in1k25630.04469.95648.49451.50622.640.950bicubic-52.040-47.164-219
914efficientnet_el.ra_in1k30030.04269.95848.83651.16410.590.904bicubic-51.264-46.704-115
915legacy_senet154.in1k22430.03469.96648.01651.984115.090.875bilinear-51.292-47.480-117
916tf_efficientnet_b2.aa_in1k26030.01469.98649.61450.3869.110.890bicubic-50.068-45.298+59
917xcit_tiny_12_p16_224.fb_dist_in1k22430.01069.99049.67150.3296.721.000bicubic-48.568-44.539+216
918fbnetv3_d.ra2_in1k22429.99570.00549.94250.05810.310.950bilinear-48.661-44.512+210
919mobilevitv2_150.cvnets_in22k_ft_in1k25629.98170.01949.27250.72810.590.888bicubic-51.489-46.400-143
920dpn98.mx_in1k22429.97370.02748.17251.82861.570.875bicubic-49.683-46.470+105
921resnext50_32x4d.a1h_in1k28829.96970.03148.23251.76825.031.000bicubic-52.043-47.700-219
922resnet101.a2_in1k22429.96970.03147.00053.00044.550.950bicubic-51.375-48.198-125
923resnetv2_50d_gn.ah_in1k28829.95070.05048.22751.77325.571.000bicubic-52.013-47.710-210
924dpn131.mx_in1k22429.94270.05848.05051.95079.250.875bicubic-49.892-46.658+81
925dpn92.mx_in1k22429.93470.06649.12550.87537.670.875bicubic-50.094-45.753+54
926resnetv2_101x1_bit.goog_in21k_ft_in1k44829.90870.09251.11348.88744.541.000bilinear-52.424-45.413-273
927tf_efficientnet_b4.in1k38029.88570.11549.04850.95219.340.922bicubic-52.723-46.976-319
928senet154.gluon_in1k22429.88370.11747.88552.115115.090.875bicubic-51.375-47.473-120
929legacy_xception.tf_in1k29929.86970.13148.72851.27222.860.897bicubic-49.181-45.658+163
930resnet50.tv2_in1k22429.86970.13148.04651.95425.560.965bilinear-50.975-47.374-63
931convnextv2_pico.fcmae_ft_in1k28829.86770.13348.79451.2069.070.950bicubic-51.189-46.684-94
932cs3sedarknet_l.c2ns_in1k28829.83270.16849.09950.90121.910.950bicubic-51.934-46.867-192
933inception_v3.tf_adv_in1k29929.82070.18047.85952.14123.830.875bicubic-47.776-45.867+285
934resnet152.a2_in1k28829.81470.18645.94754.05360.191.000bicubic-52.806-49.797-330
935efficientvit_b1.r224_in1k22429.80670.19448.24651.7549.100.950bicubic-49.434-46.048+139
936efficientnet_b0.ra4_e3600_r224_in1k22429.80470.19648.91451.0865.290.900bicubic-48.768-45.424+198
937vit_base_patch16_384.augreg_in1k38429.80070.20048.35651.64486.861.000bicubic-51.296-46.978-105
938resnetaa50.a1h_in1k28829.79670.20447.99152.00925.561.000bicubic-51.808-47.817-185
939ese_vovnet39b.ra_in1k28829.74970.25149.05450.94624.570.950bicubic-50.629-46.644-3
940resmlp_36_224.fb_in1k22429.73970.26148.91651.08444.690.875bicubic-50.033-45.972+70
941fbnetv3_d.ra2_in1k25629.73170.26949.47650.52410.310.950bilinear-49.933-45.480+83
942edgenext_small_rw.sw_in1k25629.72770.27349.19350.8077.830.900bicubic-49.863-45.325+88
943ecaresnet50t.a1_in1k22429.72470.27647.52752.47325.570.950bicubic-51.561-47.623-139
944lamhalobotnet50ts_256.a1h_in1k25629.72270.27848.38451.61622.570.950bicubic-51.826-47.110-185
945resnet101.a3_in1k16029.71470.28647.66952.33144.550.950bicubic-48.214-46.018+249
946convnext_nano.d1h_in1k28829.70270.29847.92652.07415.591.000bicubic-51.772-47.786-171
947resnet50.ra_in1k22429.69870.30248.53751.46325.560.875bicubic-49.116-45.783+165
948efficientvit_b1.r256_in1k25629.69070.31048.24451.7569.101.000bicubic-50.054-46.534+66
949fastvit_sa12.apple_in1k25629.67870.32248.57251.42811.580.900bicubic-51.162-46.772-82
950resnet50.tv2_in1k17629.67470.32648.09151.90925.560.875bilinear-49.758-46.541+98
951resnet50.c1_in1k28829.67170.32948.47451.52625.561.000bicubic-51.257-47.080-99
952vit_base_patch32_384.augreg_in1k38429.66170.33949.00550.99588.301.000bicubic-49.093-45.231+166
953fastvit_t12.apple_dist_in1k25629.64570.35548.51751.4837.550.900bicubic-50.719-46.525-15
954efficientnet_b2.ra_in1k25629.64370.35748.88151.1199.110.875bicubic-49.697-45.695+104
955resnet50.a1_in1k22429.64170.35946.73753.26325.560.950bicubic-50.741-47.861-21
956resnetblur50.bt_in1k22429.62370.37748.25851.74225.560.875bicubic-49.683-46.280+108
957ecaresnet50d.miil_in1k28829.57270.42848.98751.01325.580.950bicubic-52.068-46.899-208
958resnet50_gn.a1h_in1k22429.56670.43448.31951.68125.560.940bicubic-50.500-46.635+20
959nest_tiny_jx.goog_in1k22429.56470.43646.99053.01017.060.875bicubic-51.864-48.636-175
960cs3darknet_l.c2ns_in1k25629.53770.46348.38051.62021.160.887bicubic-50.817-46.924-21
961resnet152.a3_in1k22429.52370.47747.03252.96860.190.950bicubic-51.025-47.972-54
962gcresnext50ts.ch_in1k28829.51770.48347.84952.15115.671.000bicubic-51.717-47.687-150
963efficientnet_em.ra2_in1k24029.49670.50448.94051.0606.900.882bicubic-49.768-45.856+106
964resnext50_32x4d.tv2_in1k22429.48870.51247.22252.77825.030.965bilinear-51.688-48.126-146
965cs3darknet_l.c2ns_in1k28829.48270.51848.24051.76021.160.950bicubic-51.406-47.422-109
966gcresnext50ts.ch_in1k25629.45870.54247.94752.05315.670.900bicubic-51.150-47.233-64
967resnetv2_50.a1h_in1k28829.44870.55247.49452.50625.551.000bicubic-51.960-48.218-178
968resnext101_32x8d.tv_in1k22429.44270.55848.48851.51288.790.875bilinear-49.871-46.036+95
969mobileone_s4.apple_in1k22429.43970.56147.99752.00314.950.900bilinear-50.011-46.493+76
970deit_small_patch16_224.fb_in1k22429.42970.57148.25651.74422.050.900bicubic-50.433-46.800+29
971sebotnet33ts_256.a1h_in1k25629.42970.57147.16152.83913.700.940bicubic-51.723-47.998-151
972nf_regnet_b1.ra2_in1k28829.42370.57749.42150.57910.220.900bicubic-49.945-45.305+83
973resnet50.fb_ssl_yfcc100m_ft_in1k22429.41970.58149.78350.21725.560.875bilinear-49.833-44.507+99
974coat_lite_mini.in1k22429.40370.59747.67252.32811.010.900bicubic-49.693-46.920+112
975cait_xxs24_384.fb_dist_in1k38429.39370.60748.73951.26112.031.000bicubic-51.569-46.903-129
976resnetv2_50d_evos.ah_in1k28829.39070.61147.27252.72825.591.000bicubic-52.611-48.626-272
977repvit_m1.dist_in1k22429.38470.61648.52551.4755.490.950bicubic-49.158-45.557+160
978resnext50_32x4d.a1_in1k22429.37070.63046.23853.76225.030.950bicubic-51.156-48.220-68
979edgenext_small_rw.sw_in1k32029.36870.63248.72851.2727.831.000bicubic-51.084-46.478-56
980resnext50_32x4d.ra_in1k22429.36070.64047.39552.60525.030.875bicubic-50.440-47.213+29
981swin_tiny_patch4_window7_224.ms_in1k22429.35070.65047.58452.41628.290.900bicubic-52.038-48.174-190
982convnext_nano_ols.d1h_in1k28829.34270.65847.50752.49315.651.000bicubic-52.270-48.119-230
983resnet34d.ra2_in1k22429.32870.67148.43151.56921.820.875bicubic-47.776-44.945+269
984regnetz_b16.ra3_in1k28829.32770.67347.89652.1049.721.000bicubic-51.411-47.634-103
985cait_xxs24_224.fb_dist_in1k22429.30970.69148.52551.47511.961.000bicubic-49.083-45.809+171
986eca_resnet33ts.ra2_in1k28829.27670.72548.91051.09019.681.000bicubic-51.440-46.472-101
987resnet50.d_in1k28829.27070.73047.22052.78025.561.000bicubic-51.742-48.236-144
988pvt_v2_b1.in1k22429.26070.74048.95851.04214.010.900bicubic-49.442-45.535+137
989resnet34.a1_in1k22429.25870.74247.10652.89421.800.950bicubic-47.156-45.780+303
990maxvit_rmlp_pico_rw_256.sw_in1k25629.24870.75247.73752.2637.520.950bicubic-51.302-47.449-85
991resnet50.c2_in1k28829.24470.75647.15252.84825.561.000bicubic-51.612-48.374-126
992ecaresnet50d_pruned.miil_in1k22429.23670.76448.50651.49419.940.875bicubic-50.486-46.366+25
993poolformer_s24.sail_in1k22429.20970.79148.12251.87821.390.900bicubic-51.091-46.938-48
994gcvit_xxtiny.in1k22429.19770.80348.37451.62612.000.875bicubic-50.553-46.686+18
995tresnet_l.miil_in1k_44844829.18370.81747.26252.73855.990.875bilinear-53.095-48.726-329
996seresnet50.ra2_in1k28829.15070.85047.72552.27528.090.950bicubic-52.132-47.927-191
997inception_v3.gluon_in1k29929.14070.86046.95353.04723.830.875bicubic-49.664-47.421+116
998lambda_resnet50ts.a1h_in1k25629.12870.87246.96553.03521.540.950bicubic-52.058-48.131-181
999eca_resnet33ts.ra2_in1k25629.09970.90148.82451.17619.680.900bicubic-50.993-46.156-25
1000resnet50d.a1_in1k22429.09970.90146.00453.99625.580.950bicubic-51.631-48.674-117
1001resnet101.a2_in1k28829.09570.90545.73354.26744.551.000bicubic-53.129-50.005-328
1002cs3darknet_focus_l.c2ns_in1k25629.07770.92347.67252.32821.150.887bicubic-51.175-47.626-46
1003xception71.tf_in1k29929.06970.93147.39552.60542.340.903bicubic-50.839-47.445-15
1004convnext_pico_ols.d1_in1k22429.04670.95447.96152.0399.060.950bicubic-50.496-46.745+31
1005resnext50_32x4d.tv2_in1k17629.03070.97046.78453.21625.030.875bilinear-50.344-47.518+48
1006hrnet_w64.ms_in1k22429.02270.97847.10152.899128.060.875bilinear-50.436-47.547+37
1007resnet34d.ra2_in1k28829.01470.98648.07751.92321.820.950bicubic-49.426-46.271+144
1008cs3darknet_focus_l.c2ns_in1k28828.97971.02147.61952.38121.150.950bicubic-51.931-48.059-154
1009regnetx_032.tv2_in1k22428.97571.02547.05352.94715.300.965bicubic-51.951-48.215-156
1010vit_small_patch32_384.augreg_in21k_ft_in1k38428.92671.07448.94851.05222.921.000bicubic-51.556-46.658-95
1011xcit_tiny_12_p8_224.fb_in1k22428.91671.08447.49552.5056.711.000bicubic-50.796-47.559+7
1012tf_efficientnet_b0.ns_jft_in1k22428.91271.08848.95851.0425.290.875bicubic-49.772-45.413+114
1013resnet101.gluon_in1k22428.90071.10046.41953.58144.550.875bicubic-50.406-48.213+52
1014tf_efficientnet_b1.aa_in1k24028.89071.11047.54752.4537.790.882bicubic-49.950-46.653+96
1015xception65.tf_in1k29928.88671.11447.14052.86039.920.903bicubic-50.668-47.520+18
1016mobilevitv2_150.cvnets_in22k_ft_in1k_38438428.85371.14747.92452.07610.591.000bicubic-53.753-48.386-406
1017halonet50ts.a1h_in1k25628.84371.15746.51153.48922.730.940bicubic-52.807-49.103-270
1018skresnext50_32x4d.ra_in1k22428.84371.15746.47453.52627.480.875bicubic-51.323-48.170-53
1019sehalonet33ts.ra2_in1k25628.78271.21846.57653.42413.690.940bicubic-52.190-48.696-175
1020levit_conv_256.fb_dist_in1k22428.77071.23046.72353.27718.890.900bicubic-52.736-49.365-255
1021levit_256.fb_dist_in1k22428.76871.23146.72953.27118.890.900bicubic-52.737-48.737-255
1022hgnet_tiny.paddle_in1k28828.76571.23547.73752.26314.741.000bicubic-51.883-47.805-126
1023tf_efficientnet_lite3.in1k30028.76571.23547.48052.5208.200.904bilinear-51.067-47.390-16
1024resnet50.ra_in1k28828.76571.23547.34252.65825.560.950bicubic-51.095-47.460-24
1025seresnet50.a1_in1k22428.73171.26945.84754.15328.090.950bicubic-51.281-48.859-45
1026mobileone_s3.apple_in1k22428.69871.30247.53952.46110.170.900bilinear-49.304-46.371+161
1027darknetaa53.c2ns_in1k28828.66071.34046.96153.03936.021.000bilinear-51.868-48.367-118
1028skresnet34.ra_in1k22428.65771.34447.98352.01722.280.875bicubic-48.300-45.335+235
1029resnetblur50.bt_in1k28828.65471.34646.92253.07825.560.950bicubic-51.594-48.278-72
1030tf_efficientnetv2_b0.in1k19228.64571.35547.41352.5877.140.875bicubic-48.235-45.771+239
1031seresnext50_32x4d.gluon_in1k22428.64371.35746.43853.56227.560.875bicubic-51.275-48.378-45
1032convnext_pico.d1_in1k22428.63971.36147.36652.6349.050.875bicubic-50.877-47.188+7
1033hrnet_w40.ms_in1k22428.62971.37147.46652.53457.560.875bilinear-50.295-47.012+68
1034swinv2_tiny_window8_256.ms_in1k25628.61571.38546.17753.82328.350.900bicubic-53.209-49.811-300
1035mobilevitv2_175.cvnets_in22k_ft_in1k_38438428.60971.39147.13652.86414.251.000bicubic-54.319-49.316-477
1036tf_efficientnet_b3.in1k30028.56671.43448.01651.98412.230.904bicubic-52.314-47.310-175
1037tf_efficientnetv2_b1.in1k19228.56471.43647.45252.5488.140.882bicubic-49.366-46.370+156
1038tf_efficientnetv2_b0.in1k22428.56271.43847.14652.8547.140.875bicubic-49.818-46.880+119
1039resnet152.tv_in1k22428.55071.45047.14652.85460.190.875bilinear-49.780-46.990+121
1040poolformerv2_s12.sail_in1k22428.54371.45747.41152.58911.891.000bicubic-49.465-46.453+146
1041eva02_tiny_patch14_336.mim_in22k_ft_in1k33628.53371.46747.54552.4555.761.000bicubic-52.139-47.981-147
1042xcit_tiny_12_p16_224.fb_in1k22428.50771.49347.37252.6286.721.000bicubic-48.635-46.358+209
1043ecaresnet50t.a1_in1k28828.47071.53045.54654.45425.571.000bicubic-53.642-50.108-353
1044resnet50d.a2_in1k22428.45871.54245.51354.48725.580.950bicubic-51.810-49.129-91
1045ecaresnet50t.a2_in1k22428.45271.54845.72154.27925.570.950bicubic-52.432-49.301-186
1046repvgg_b2.rvgg_in1k22428.42871.57247.03652.96489.020.875bilinear-50.365-47.378+69
1047tf_efficientnet_b0.ap_in1k22428.42771.57347.55352.4475.290.875bicubic-48.667-45.708+207
1048dla102x2.in1k22428.41171.58946.75553.24541.280.875bilinear-51.037-47.899-2
1049hrnet_w48.ms_in1k22428.40571.59547.59052.41077.470.875bilinear-50.919-46.944+11
1050resnext50_32x4d.gluon_in1k22428.40371.59745.35054.65025.030.875bicubic-50.951-49.074+6
1051dla169.in1k22428.37971.62147.50552.49553.390.875bilinear-50.327-46.833+73
1052tf_efficientnet_cc_b0_4e.in1k22428.35871.64247.35852.64213.310.875bicubic-48.966-45.974+185
1053efficientnet_b2_pruned.in1k26028.35671.64447.13652.8648.310.890bicubic-51.552-47.774-64
1054swinv2_cr_tiny_ns_224.sw_in1k22428.34871.65245.94754.05328.330.900bicubic-53.448-49.877-318
1055seresnet33ts.ra2_in1k25628.33671.66447.77952.22119.780.900bicubic-52.036-47.327-118
1056resnext50_32x4d.ra_in1k28828.32271.67846.12653.87425.030.950bicubic-52.384-49.232-167
1057darknet53.c2ns_in1k28828.31971.68146.88853.11241.611.000bicubic-52.224-48.538-149
1058ecaresnet50t.a3_in1k16028.29171.70946.14853.85225.570.950bicubic-49.489-47.464+152
1059mixnet_xl.ra_in1k22428.27571.72546.72953.27111.900.875bicubic-52.215-48.209-146
1060resnet50d.gluon_in1k22428.23471.76645.92254.07825.580.875bicubic-50.846-48.536+29
1061seresnet33ts.ra2_in1k28828.20971.79147.57652.42419.781.000bicubic-52.605-47.770-189
1062resnet50.a1_in1k28828.19171.80944.92155.07925.561.000bicubic-53.049-50.191-251
1063fastvit_s12.apple_in1k25628.14971.85046.67253.3289.470.900bicubic-51.770-48.120-78
1064wide_resnet101_2.tv_in1k22428.14271.85846.56053.440126.890.875bilinear-50.706-47.752+44
1065resnet101c.gluon_in1k22428.12871.87245.97754.02344.570.875bicubic-51.414-48.611-29
1066densenet161.tv_in1k22428.11671.88446.65353.34728.680.875bicubic-49.234-47.001+169
1067ecaresnet50d_pruned.miil_in1k28828.09571.90647.05952.94119.940.950bicubic-52.714-48.519-194
1068resnext50_32x4d.a1_in1k28828.09171.90944.82555.17525.031.000bicubic-53.393-50.337-297
1069resnet34.a1_in1k28828.08771.91345.71754.28321.801.000bicubic-49.851-48.031+123
1070regnetx_320.pycls_in1k22428.08371.91745.12454.876107.810.875bicubic-52.179-49.888-116
1071regnety_320.pycls_in1k22428.07571.92545.44854.552145.050.875bicubic-52.721-49.792-197
1072darknetaa53.c2ns_in1k25628.06571.93546.59253.40836.020.887bilinear-51.681-48.310-59
1073gernet_s.idstcv_in1k22428.04971.95146.75753.2438.170.875bilinear-48.853-46.379+194
1074fbnetv3_b.ra2_in1k22428.03871.96347.75152.2498.600.950bilinear-50.122-46.413+97
1075mobilevitv2_175.cvnets_in1k25628.03571.96546.10053.90014.250.888bicubic-52.838-49.160-213
1076resnext50_32x4d.a3_in1k16028.01671.98445.59154.40925.030.950bicubic-49.718-47.723+135
1077efficientnet_el_pruned.in1k30028.01071.99046.79653.20410.590.904bicubic-52.284-48.422-130
1078levit_conv_192.fb_dist_in1k22428.00671.99445.88454.11610.950.900bicubic-51.854-49.086-77
1079levit_192.fb_dist_in1k22428.00271.99845.88054.12010.950.900bicubic-51.848-48.924-76
1080vit_base_patch16_224.augreg_in1k22427.97372.02745.71954.28186.570.900bicubic-51.169-48.371+3
1081resnext50_32x4d.a2_in1k22427.96572.03544.44655.55425.030.950bicubic-52.479-50.184-155
1082fastvit_t12.apple_in1k25627.93972.06146.39353.6077.550.900bicubic-51.337-48.177-15
1083resnet101.a3_in1k22427.93772.06345.02354.97744.550.950bicubic-51.883-49.591-75
1084resnet50d.a3_in1k16027.93572.06545.30354.69725.580.950bicubic-49.287-47.953+161
1085resnet50_gn.a1h_in1k28827.93172.06946.09853.90225.560.950bicubic-53.277-49.534-269
1086darknet53.c2ns_in1k25627.90872.09246.52953.47141.610.887bicubic-52.094-48.513-105
1087xception41.tf_in1k29927.89672.10445.90854.09226.970.903bicubic-50.628-48.390+51
1088resnetrs50.tf_in1k16027.86572.13546.68653.31435.690.910bicubic-49.985-47.128+113
1089dpn68b.mx_in1k22427.84572.15547.36452.63612.610.875bicubic-49.697-46.478+135
1090regnetx_160.pycls_in1k22427.83172.16945.61954.38154.280.875bicubic-52.027-49.205-88
1091res2net101_26w_4s.in1k22427.80472.19645.18554.81545.210.875bilinear-51.382-49.279-11
1092seresnet50.a2_in1k22427.78472.21644.71355.28728.090.950bicubic-52.318-50.007-119
1093inception_v3.tf_in1k29927.78272.21845.70154.29923.830.875bicubic-50.084-47.939+106
1094resnet50d.a1_in1k28827.77072.23044.39555.60525.581.000bicubic-53.674-50.829-314
1095repghostnet_200.in1k22427.75672.24346.31353.6879.800.875bicubic-51.034-48.023+21
1096tf_efficientnetv2_b1.in1k24027.74972.25146.57453.4268.140.882bicubic-51.769-48.008-59
1097mobilevitv2_200.cvnets_in1k25627.72372.27745.83354.16718.450.888bicubic-53.425-49.549-275
1098vit_base_patch16_224.sam_in1k22427.71772.28345.10654.89486.570.900bicubic-52.525-49.662-138
1099repvgg_b1.rvgg_in1k22427.65272.34846.51153.48957.420.875bilinear-50.720-47.597+59
1100fbnetv3_b.ra2_in1k25627.65072.35046.98553.0158.600.950bilinear-51.504-47.747-18
1101inception_v3.tv_in1k29927.63972.36145.25354.74723.830.875bicubic-49.835-48.221+127
1102convnextv2_femto.fcmae_ft_in1k22427.63572.36546.82253.1785.230.875bicubic-50.849-47.172+42
1103hrnet_w44.ms_in1k22427.63172.36945.84354.15767.060.875bilinear-51.251-48.531+4
1104gcresnet33ts.ra2_in1k25627.60772.39346.24653.75419.880.900bicubic-52.471-48.884-127
1105regnety_160.pycls_in1k22427.60172.39945.53854.46283.590.875bicubic-52.683-49.444-156
1106resnet50.am_in1k22427.58072.42045.36154.63925.560.875bicubic-51.424-49.030-10
1107resmlp_24_224.fb_in1k22427.57072.43045.70054.30030.020.875bicubic-51.810-48.850-55
1108pit_xs_224.in1k22427.48972.51145.85554.14510.620.900bicubic-50.723-48.295+60
1109tiny_vit_5m_224.in1k22427.48772.51345.86754.1335.390.950bicubic-51.709-48.936-30
1110hrnet_w30.ms_in1k22427.47272.52846.54653.45437.710.875bilinear-50.742-47.668+57
1111gcresnet33ts.ra2_in1k28827.39972.60146.15053.85019.881.000bicubic-53.189-49.172-208
1112resnet50.a2_in1k22427.39372.60744.25155.74925.560.950bicubic-52.435-50.309-105
1113regnetx_080.pycls_in1k22427.38572.61544.99655.00439.570.875bicubic-51.831-49.552-36
1114convnext_pico.d1_in1k28827.38172.61945.66454.3369.050.950bicubic-53.049-49.396-185
1115hrnet_w32.ms_in1k22427.36972.63146.01253.98841.230.875bilinear-51.087-48.174+33
1116vit_small_patch16_384.augreg_in1k38427.34872.65246.15153.84922.201.000bicubic-53.786-49.425-290
1117resnet33ts.ra2_in1k28827.34072.66045.20054.80019.681.000bicubic-52.368-49.614-97
1118resnet50s.gluon_in1k22427.33272.66845.25354.74725.680.875bicubic-51.378-49.189+5
1119res2net50_26w_8s.in1k22427.31272.68844.81555.18548.400.875bilinear-51.636-49.465-19
1120convnext_pico_ols.d1_in1k28827.30372.69745.64654.3549.061.000bicubic-53.155-49.602-199
1121densenet201.tv_in1k22427.27972.72146.21253.78820.010.875bicubic-50.005-47.268+121
1122ecaresnet50t.a2_in1k28827.27372.72744.07455.92625.571.000bicubic-54.409-51.458-376
1123ghostnetv2_160.in1k22427.26372.73746.38953.61112.390.875bicubic-50.573-47.553+81
1124densenetblur121d.ra_in1k22427.23072.77046.30953.6918.000.875bicubic-49.342-46.877+159
1125efficientnet_b1_pruned.in1k24027.22672.77445.96154.0396.330.882bicubic-51.026-47.859+39
1126regnety_064.pycls_in1k22427.22472.77644.85555.14530.580.875bicubic-52.504-49.909-110
1127resnet33ts.ra2_in1k25627.18772.81345.39154.60919.680.900bicubic-52.029-49.185-51
1128tf_efficientnetv2_b2.in1k26027.16972.83144.57755.42310.100.890bicubic-53.057-50.433-167
1129resnetrs50.tf_in1k22427.15572.84545.06954.93135.690.910bicubic-52.761-49.905-142
1130vit_base_patch32_224.augreg_in1k22427.14172.85945.19154.80988.220.900bicubic-47.765-46.579+210
1131seresnet50.a1_in1k28827.09872.90243.59356.40728.091.000bicubic-54.006-51.527-300
1132resnet50d.a2_in1k28827.09472.90643.84056.16025.581.000bicubic-54.074-51.259-313
1133resnet32ts.ra2_in1k25627.08172.91945.25954.74117.960.900bicubic-51.974-49.109-41
1134rexnet_130.nav_in1k22427.07572.92545.92954.0717.560.875bicubic-52.415-48.755-93
1135dla102x.in1k22427.05172.94945.49154.50926.310.875bilinear-51.449-48.737+4
1136gmixer_24_224.ra3_in1k22427.03172.96944.37355.62724.720.875bicubic-51.017-49.281+45
1137resnet101.tv_in1k22426.97473.02645.24054.76044.550.875bilinear-50.430-48.312+97
1138resnet32ts.ra2_in1k28826.93173.06945.06554.93517.961.000bicubic-52.457-49.611-88
1139resnext50d_32x4d.bt_in1k22426.91373.08744.39355.60725.050.875bicubic-52.758-50.485-116
1140rexnet_100.nav_in1k22426.87273.12845.36354.6374.800.875bicubic-50.974-48.513+62
1141regnetx_120.pycls_in1k22426.87073.13044.67655.32446.110.875bicubic-52.738-50.058-112
1142densenet169.tv_in1k22426.86273.13845.41954.58114.150.875bicubic-49.060-47.557+165
1143regnety_120.pycls_in1k22426.80973.19144.45055.55051.820.875bicubic-53.573-50.654-210
1144legacy_seresnext101_32x4d.in1k22426.80273.19843.47556.52548.960.875bilinear-53.472-51.557-194
1145regnetx_064.pycls_in1k22426.79273.20844.93755.06326.210.875bicubic-52.268-49.533-55
1146tinynet_a.in1k19226.78673.21445.09054.9106.190.875bicubic-50.878-48.442+67
1147res2net101d.in1k22426.72973.27144.36555.63545.230.875bilinear-54.525-50.983-338
1148regnetx_032.pycls_in1k22426.70573.29545.25154.74915.300.875bicubic-51.461-48.839+22
1149resnext50_32x4d.a2_in1k28826.68973.31142.74457.25625.031.000bicubic-54.609-52.366-347
1150legacy_seresnet152.in1k22426.68073.32043.95656.04466.820.875bilinear-51.980-50.416-23
1151densenet121.ra_in1k22426.67473.32645.89654.1047.980.875bicubic-48.902-46.752+167
1152efficientvit_m5.r224_in1k22426.66673.33444.92155.07912.470.875bicubic-50.416-48.245+104
1153dla60x.in1k22426.63473.36645.02554.97517.350.875bilinear-51.596-48.995+13
1154efficientnet_es.ra_in1k22426.63373.36845.09054.9105.440.875bicubic-51.459-48.842+24
1155res2net50_26w_6s.in1k22426.59973.40143.99656.00437.050.875bilinear-51.985-50.110-23
1156seresnet50.a3_in1k16026.59173.40944.74055.26028.090.950bicubic-48.509-47.356+177
1157repvgg_b1g4.rvgg_in1k22426.57973.42145.09054.91039.970.875bilinear-51.023-48.754+60
1158resnet50.a3_in1k16026.57273.42844.22455.77625.560.950bicubic-49.422-48.270+146
1159coat_lite_tiny.in1k22426.55473.44644.71955.2815.720.900bicubic-50.994-49.205+64
1160regnety_080.pycls_in1k22426.54073.46044.39555.60539.180.875bicubic-53.342-50.441-165
1161resnet34.a2_in1k22426.54073.46043.91156.08921.800.950bicubic-48.976-48.545+160
1162mobilenetv3_large_100.miil_in21k_ft_in1k22426.53073.47044.53055.4705.480.875bilinear-51.380-48.354+34
1163ecaresnet26t.ra2_in1k25626.49773.50344.93755.06316.010.875bicubic-52.389-49.607-57
1164res2net50_14w_8s.in1k22426.48973.51144.36355.63725.060.875bilinear-51.657-49.487+9
1165tf_efficientnet_b0.aa_in1k22426.47973.52145.64654.3545.290.875bicubic-50.403-47.624+103
1166tf_efficientnet_b2.in1k26026.47373.52744.78255.2189.110.890bicubic-53.141-49.942-138
1167ecaresnet50t.a3_in1k22426.45473.54643.50756.49325.570.950bicubic-53.094-51.203-133
1168convnextv2_atto.fcmae_ft_in1k22426.44073.56044.28555.7153.710.875bicubic-50.206-48.759+111
1169resnet50.gluon_in1k22426.43273.56844.05155.94925.560.875bicubic-51.148-49.675+53
1170mobileone_s2.apple_in1k22426.41873.58244.55455.4467.880.900bilinear-51.086-49.110+57
1171convnext_femto.d1_in1k22426.38773.61344.83555.1655.220.875bicubic-51.121-48.853+55
1172mobilenetv1_125.ra4_e3600_r224_in1k22426.38773.61344.62755.3736.270.900bicubic-50.541-48.589+92
1173tf_efficientnet_el.in1k30026.38773.61344.24555.75510.590.904bicubic-53.855-50.873-213
1174lambda_resnet26t.c1_in1k25626.36173.63944.40855.59210.960.940bicubic-52.765-50.146-90
1175levit_conv_128.fb_dist_in1k22426.36173.63944.14355.8579.210.900bicubic-52.127-50.001-32
1176levit_128.fb_dist_in1k22426.34973.65044.12155.8799.210.900bicubic-52.137-49.877-33
1177mobilenetv1_125.ra4_e3600_r224_in1k25626.33873.66244.53455.4666.271.000bicubic-51.246-49.260+44
1178resmlp_12_224.fb_distilled_in1k22426.32273.67844.89655.10415.350.875bicubic-51.626-48.666+13
1179resmlp_big_24_224.fb_in1k22426.31673.68443.55956.441129.140.875bicubic-54.718-51.466-338
1180regnetx_040.pycls_in1k22426.26373.73744.40855.59222.120.875bicubic-52.231-49.834-40
1181visformer_tiny.in1k22426.25773.74344.20655.79410.320.900bicubic-51.903-50.036-9
1182mobilevitv2_150.cvnets_in1k25626.22473.77643.82956.17110.590.888bicubic-54.180-51.213-250
1183convnext_femto_ols.d1_in1k22426.18673.81444.23355.7675.230.875bicubic-51.658-49.590+20
1184crossvit_9_dagger_240.in1k24026.17773.82344.56255.4388.780.875bicubic-50.809-49.040+76
1185vit_small_patch32_224.augreg_in21k_ft_in1k22426.17173.82945.12854.87222.880.900bicubic-49.825-48.144+118
1186seresnet50.a2_in1k28826.16573.83542.68357.31728.091.000bicubic-54.927-52.553-353
1187densenetblur121d.ra_in1k28826.16373.83745.04754.9538.000.950bicubic-51.147-48.753+51
1188resnet50.a2_in1k28826.12973.87142.58757.41325.561.000bicubic-54.651-52.391-312
1189resnet50d.a3_in1k22426.11473.88642.96057.04025.580.950bicubic-52.628-51.276-70
1190resnext50_32x4d.a3_in1k22426.09673.90442.95257.04825.030.950bicubic-53.156-51.874-117
1191resnet34.a2_in1k28826.09073.91043.13356.86721.801.000bicubic-51.058-50.157+59
1192efficientnet_b1.ft_in1k25626.08473.91644.04755.9537.791.000bicubic-52.714-50.295-78
1193convnextv2_femto.fcmae_ft_in1k28826.07073.93044.34455.6565.230.950bicubic-53.261-50.258-134
1194mobilevitv2_125.cvnets_in1k25626.03973.96143.69756.3037.480.888bicubic-53.639-51.147-172
1195lambda_resnet26rpt_256.c1_in1k25626.03173.96944.23255.76810.990.940bicubic-52.923-50.190-97
1196dpn68.mx_in1k22426.01573.98544.08255.91812.610.875bicubic-50.323-48.908+99
1197hardcorenas_c.miil_green_in1k22426.00673.99444.85555.1455.520.875bilinear-51.088-48.337+58
1198fastvit_t8.apple_dist_in1k25625.99274.00844.42455.5764.030.900bicubic-51.180-48.850+51
1199repghostnet_150.in1k22425.98274.01844.36955.6316.580.875bicubic-51.488-49.129+31
1200hrnet_w18.ms_in1k22425.97474.02644.80155.19921.300.875bilinear-50.786-48.645+75
1201hardcorenas_f.miil_green_in1k22425.96874.03244.23655.7648.200.875bilinear-52.140-49.564-25
1202vit_small_patch16_224.augreg_in1k22425.95674.04343.96056.04022.050.900bicubic-52.886-50.318-93
1203resnext50d_32x4d.bt_in1k28825.92174.07942.95257.04825.050.950bicubic-54.759-52.476-310
1204regnety_040.pycls_in1k22425.91974.08143.85056.15020.650.875bicubic-53.317-50.814-129
1205hrnet_w18_small_v2.gluon_in1k22425.91574.08543.81756.18315.600.875bicubic-52.269-50.095-36
1206regnetx_016.tv2_in1k22425.88874.11243.35756.6439.190.965bicubic-53.564-51.415-162
1207densenet121.ra_in1k28825.87474.12644.90455.0967.980.950bicubic-50.606-48.470+83
1208resnet26t.ra2_in1k25625.87474.12643.99856.00216.010.940bicubic-52.010-49.840-9
1209res2net50_26w_4s.in1k22425.86874.13243.15956.84125.700.875bilinear-52.118-50.703-21
1210coat_tiny.in1k22425.86674.13443.28656.7145.500.900bicubic-52.576-50.750-60
1211tresnet_m.miil_in1k_44844825.86074.14042.88357.11731.390.875bilinear-55.850-52.678-468
1212fastvit_t8.apple_in1k25625.85074.15044.11055.8904.030.900bicubic-50.334-48.932+86
1213resnet50c.gluon_in1k22425.79074.21043.03956.96125.580.875bicubic-52.227-50.955-29
1214selecsls60.in1k22425.74874.25244.06555.93530.670.875bicubic-52.238-49.761-25
1215halonet26t.a1h_in1k25625.73874.26243.23556.76512.480.950bicubic-53.396-51.105-131
1216cs3darknet_focus_m.c2ns_in1k25625.68774.31344.15755.8439.300.887bicubic-51.087-49.387+56
1217dla60_res2net.in1k22425.67574.32543.59356.40720.850.875bilinear-52.805-50.493-72
1218poolformer_s12.sail_in1k22425.66474.33644.19055.81011.920.900bicubic-51.580-49.348+26
1219hardcorenas_e.miil_green_in1k22425.66074.34043.43656.5648.070.875bilinear-52.130-50.296-10
1220dla60_res2next.in1k22425.62874.37243.68956.31117.030.875bilinear-52.860-50.311-79
1221eca_halonext26ts.c1_in1k25625.54674.45443.22156.77910.760.940bicubic-53.972-51.488-183
1222ecaresnet26t.ra2_in1k32025.53874.46243.69156.30916.010.950bicubic-54.362-51.379-228
1223convnext_femto.d1_in1k28825.53074.47043.66856.3325.220.950bicubic-53.180-50.580-101
1224mixnet_l.ft_in1k22425.52874.47243.48956.5117.330.875bicubic-53.442-50.691-127
1225resmlp_12_224.fb_in1k22425.52674.47444.35555.64515.350.875bicubic-51.134-48.815+53
1226tf_efficientnet_lite1.in1k24025.52474.47643.61156.3895.420.882bicubic-51.148-49.621+51
1227cs3darknet_focus_m.c2ns_in1k28825.50674.49343.76456.2369.300.950bicubic-51.785-50.206+13
1228resnet50.bt_in1k22425.50374.49743.14556.85525.560.875bicubic-52.929-51.125-75
1229res2net50d.in1k22425.50374.49743.06456.93625.720.875bilinear-54.767-51.956-278
1230repvgg_a2.rvgg_in1k22425.50174.49943.89056.11028.210.875bilinear-50.991-49.126+60
1231bat_resnext26ts.ch_in1k25625.50174.49943.21456.78610.730.900bicubic-52.779-50.900-68
1232resnext50_32x4d.tv_in1k22425.48174.51942.81757.18325.030.875bilinear-52.151-50.857-17
1233mobilenetv1_100h.ra4_e3600_r224_in1k22425.46574.53543.85056.1505.280.875bicubic-50.193-48.654+80
1234botnet26t_256.c1_in1k25625.43674.56442.62857.37212.490.950bicubic-53.820-51.902-163
1235regnety_008_tv.tv2_in1k22425.42474.57643.43656.5646.430.965bicubic-53.232-50.946-106
1236tf_mixnet_l.in1k22425.42474.57642.53257.4687.330.875bicubic-53.352-51.466-119
1237res2next50.in1k22425.40274.59842.52857.47224.670.875bilinear-52.834-51.376-72
1238convnext_femto_ols.d1_in1k28825.39174.60943.17656.8245.230.950bicubic-53.523-51.372-136
1239hardcorenas_b.miil_green_in1k22425.38574.61544.16555.8355.180.875bilinear-51.167-48.601+45
1240resnet34.bt_in1k22425.36774.63343.07056.93021.800.875bicubic-49.795-49.350+91
1241efficientformerv2_s0.snap_dist_in1k22425.35774.64343.93156.0693.600.950bicubic-50.759-48.923+59
1242resnetv2_50x1_bit.goog_in21k_ft_in1k44825.35574.64545.37354.62725.551.000bilinear-55.023-49.987-307
1243wide_resnet50_2.tv_in1k22425.33074.67042.19057.81068.880.875bilinear-53.150-52.012-97
1244legacy_seresnet101.in1k22425.32674.67442.82357.17749.330.875bilinear-53.070-51.435-89
1245hardcorenas_d.miil_green_in1k22425.32474.67643.17656.8247.500.875bilinear-52.126-50.304-14
1246regnety_032.pycls_in1k22425.32274.67842.93557.06519.440.875bicubic-53.574-51.493-142
1247dla102.in1k22425.32074.68043.83556.16533.270.875bilinear-52.698-50.113-64
1248resnest14d.gluon_in1k22425.31674.68444.08855.91210.610.875bilinear-50.200-48.426+71
1249mobilenetv1_100h.ra4_e3600_r224_in1k25625.31674.68443.87256.1285.280.950bicubic-51.278-49.394+33
1250selecsls60b.in1k22425.31474.68643.49756.50332.770.875bicubic-53.096-50.669-96
1251efficientnet_b1.ft_in1k22425.25174.74942.99057.0107.790.875bicubic-52.343-50.640-32
1252legacy_seresnext50_32x4d.in1k22425.21274.78841.96458.03627.560.875bilinear-53.872-52.468-164
1253ghostnetv2_130.in1k22425.17874.82243.29456.7068.960.875bicubic-51.584-50.066+21
1254mixer_b16_224.goog_in21k_ft_in1k22425.14574.85541.23758.76359.880.875bicubic-51.495-50.991+26
1255resnet50.a3_in1k22425.06874.93241.96858.03225.560.950bicubic-52.984-51.812-75
1256eca_botnext26ts_256.c1_in1k25625.04774.95343.03756.96310.590.950bicubic-54.225-51.557-188
1257res2net50_48w_2s.in1k22425.01974.98142.21757.78325.290.875bilinear-52.517-51.347-32
1258efficientnet_b0.ra_in1k22425.01574.98542.79157.2095.290.875bicubic-52.681-50.749-46
1259xcit_nano_12_p8_224.fb_dist_in1k22424.95875.04243.29256.7083.051.000bicubic-51.370-49.778+38
1260resnet34.gluon_in1k22424.95475.04642.29457.70621.800.875bicubic-49.620-49.694+90
1261dla60.in1k22424.92775.07343.32656.67422.040.875bilinear-52.119-49.992-4
1262mobilenetv2_120d.ra_in1k22424.92175.07943.03956.9615.830.875bicubic-52.377-50.477-23
1263cs3darknet_m.c2ns_in1k25624.89575.10543.11756.8839.310.887bicubic-52.087-50.485-2
1264convnextv2_atto.fcmae_ft_in1k28824.87875.12242.48757.5133.710.950bicubic-52.912-51.203-56
1265resnet34.bt_in1k28824.83675.16442.10157.89921.800.950bicubic-51.672-51.243+24
1266regnety_016.pycls_in1k22424.81375.18742.61857.38211.200.875bicubic-53.095-51.106-69
1267seresnet50.a3_in1k22424.80975.19142.10157.89928.090.950bicubic-52.227-50.971-9
1268mobilenetv1_100.ra4_e3600_r224_in1k25624.79775.20343.48756.5134.230.950bicubic-51.289-49.525+33
1269mobilenetv1_100.ra4_e3600_r224_in1k22424.79575.20543.45756.5434.230.875bicubic-50.589-48.855+57
1270resnet34.a3_in1k16024.74875.25242.58357.41721.800.950bicubic-45.824-46.939+141
1271pit_ti_distilled_224.in1k22424.72275.27843.19056.8105.100.900bicubic-49.556-48.738+84
1272seresnext26ts.ch_in1k25624.70375.29743.09856.90210.390.900bicubic-53.153-50.692-72
1273eca_resnext26ts.ch_in1k25624.66975.33142.86857.13210.300.900bicubic-52.773-50.708-41
1274cs3darknet_m.c2ns_in1k28824.64075.36043.00956.9919.310.950bicubic-52.988-51.009-58
1275resnet50.bt_in1k28824.59575.40541.47858.52225.560.950bicubic-55.057-53.430-249
1276eca_resnext26ts.ch_in1k28824.59375.40742.53657.46410.301.000bicubic-53.423-51.396-91
1277tf_efficientnet_lite2.in1k26024.57575.42542.26457.7366.090.890bicubic-52.897-51.480-48
1278regnetx_016.pycls_in1k22424.56375.43742.49657.5049.190.875bicubic-52.361-50.934-12
1279mobilevitv2_100.cvnets_in1k25624.55275.44842.95457.0464.900.888bicubic-53.540-51.214-102
1280seresnext26ts.ch_in1k28824.52275.47842.65057.35010.391.000bicubic-53.770-51.426-118
1281skresnet18.ra_in1k22424.48775.51342.56157.43911.960.875bicubic-48.533-48.613+96
1282hardcorenas_a.miil_green_in1k22424.39075.61043.34956.6515.260.875bilinear-51.536-49.137+24
1283tf_efficientnet_lite0.in1k22424.38175.62042.49057.5104.650.875bicubic-50.466-49.690+59
1284convnext_atto.d2_in1k22424.36975.63142.34957.6513.700.875bicubic-51.299-50.563+28
1285hrnet_w18.ms_aug_in1k22424.33775.66342.86657.13421.300.950bilinear-53.779-51.196-110
1286efficientvit_m4.r224_in1k22424.29075.71041.79158.2098.800.875bicubic-50.056-50.193+67
1287mobilenetv4_conv_small.e2400_r224_in1k25624.25575.74542.55157.4493.770.950bicubic-50.389-49.471+59
1288gcresnext26ts.ch_in1k28824.19075.81041.34758.65310.481.000bicubic-54.248-52.687-136
1289convnext_atto_ols.a2_in1k22424.15975.84142.05057.9503.700.875bicubic-51.743-50.794+19
1290tf_efficientnet_b1.in1k24024.11975.88141.52058.4807.790.882bicubic-54.439-52.582-155
1291resnet18.a1_in1k22424.07275.92840.91959.08111.690.950bicubic-47.416-49.157+110
1292xcit_nano_12_p8_384.fb_dist_in1k38424.06475.93642.03557.9653.051.000bicubic-53.756-51.995-87
1293resnet50.tv_in1k22424.06475.93641.32958.67125.560.875bilinear-52.092-51.537+6
1294levit_128s.fb_dist_in1k22424.03775.96340.98359.0177.780.900bicubic-52.485-51.891-6
1295levit_conv_128s.fb_dist_in1k22424.03575.96540.98359.0177.780.900bicubic-52.499-51.899-9
1296legacy_seresnet34.in1k22424.01775.98341.90958.09121.960.875bilinear-50.771-50.225+46
1297gcresnext26ts.ch_in1k25624.01775.98341.37258.62810.480.900bicubic-53.799-52.450-90
1298xcit_nano_12_p16_384.fb_dist_in1k38424.00175.99942.28457.7163.051.000bicubic-51.467-50.386+25
1299repghostnet_130.in1k22423.96676.03441.67158.3295.480.875bicubic-52.400-51.227-5
1300resnet18d.ra2_in1k22423.94476.05642.28257.71811.710.875bicubic-48.324-48.400+90
1301mobilenetv4_conv_small.e2400_r224_in1k22423.92576.07541.73258.2683.770.875bicubic-49.805-49.694+65
1302efficientnet_lite0.ra_in1k22423.90576.09542.13157.8694.650.875bicubic-51.585-50.383+20
1303resnext26ts.ra2_in1k25623.88176.11941.11958.88110.300.900bicubic-52.893-52.019-30
1304efficientnet_es_pruned.in1k22423.85876.14242.00557.9955.440.875bicubic-51.142-50.443+34
1305densenet121.tv_in1k22423.83876.16241.93258.0687.980.875bicubic-50.910-50.222+39
1306regnetx_008.tv2_in1k22423.77176.22940.71659.2847.260.965bicubic-53.517-52.946-65
1307resnet26t.ra2_in1k32023.74676.25441.34558.65516.011.000bicubic-54.584-52.701-148
1308mobilenetv2_140.ra_in1k22423.69376.30741.45958.5416.110.875bicubic-52.835-51.549-21
1309mixnet_m.ft_in1k22423.68776.31341.17058.8305.010.875bicubic-53.587-52.258-66
1310dla34.in1k22423.68576.31541.55558.44515.740.875bilinear-50.947-50.497+38
1311legacy_seresnet50.in1k22423.64076.36040.10559.89528.090.875bilinear-54.004-53.615-97
1312convnext_atto.d2_in1k28823.61276.38841.09358.9073.700.950bicubic-53.402-52.609-53
1313resnext26ts.ra2_in1k28823.60676.39440.93059.07010.301.000bicubic-53.576-52.544-65
1314ese_vovnet19b_dw.ra_in1k22423.54376.45741.27658.7246.540.875bicubic-53.255-51.996-43
1315resnet34.tv_in1k22423.49476.50641.38058.62021.800.875bilinear-49.804-50.042+58
1316tf_mixnet_m.in1k22423.47376.52740.91159.0895.010.875bicubic-53.491-52.257-54
1317selecsls42b.in1k22423.40076.60040.66159.33932.460.875bicubic-53.786-52.731-70
1318efficientvit_m3.r224_in1k22423.39676.60440.51459.4866.900.875bicubic-50.012-50.834+52
1319tf_efficientnet_em.in1k24023.38876.61240.41559.5856.900.882bicubic-54.748-53.647-145
1320resnet34.a3_in1k22423.35576.64540.13859.86221.800.950bicubic-49.627-50.978+59
1321repvgg_b0.rvgg_in1k22423.33976.66141.26058.74015.820.875bilinear-51.823-50.910+9
1322xcit_nano_12_p16_224.fb_dist_in1k22423.27276.72841.45958.5413.051.000bicubic-49.046-49.367+66
1323regnety_004.tv2_in1k22423.26076.74040.87359.1274.340.965bicubic-52.328-51.825-6
1324convnext_atto_ols.a2_in1k28823.13776.86340.89759.1033.700.950bicubic-54.083-52.803-78
1325resnet18.a1_in1k28823.07476.92639.57260.42811.691.000bicubic-50.090-51.482+50
1326mobilenetv2_110d.ra_in1k22423.07076.93040.74959.2514.520.875bicubic-51.984-51.437+11
1327vit_base_patch32_224.sam_in1k22423.05476.94639.59260.40888.220.900bicubic-50.652-51.420+40
1328tinynet_b.in1k18823.04076.96040.98759.0133.730.875bicubic-51.926-51.209+11
1329resnet18d.ra2_in1k28823.02576.97541.12358.87711.710.950bicubic-50.769-50.711+36
1330mobilenetv4_conv_small.e1200_r224_in1k25622.96077.04041.06258.9383.770.950bicubic-51.330-51.050+24
1331repghostnet_111.in1k22422.88777.11340.50859.4924.540.875bicubic-52.181-51.676+4
1332mobileone_s1.apple_in1k22422.83077.17039.88760.1134.830.900bilinear-52.944-52.901-22
1333deit_tiny_distilled_patch16_224.fb_in1k22422.71277.28840.77559.2255.910.900bicubic-51.828-51.119+18
1334mobilenetv3_large_100.ra_in1k22422.69177.30940.71059.2905.480.875bicubic-53.095-51.818-25
1335repvgg_a1.rvgg_in1k22422.65377.34739.88160.11914.090.875bilinear-51.815-51.959+17
1336mobilenetv3_rw.rmsp_in1k22422.63277.36840.40659.5945.480.875bicubic-52.982-52.292-21
1337ghostnetv2_100.in1k22422.61477.38640.05859.9426.160.875bicubic-52.562-52.276-8
1338mobilevit_s.cvnets_in1k25622.60677.39438.86361.1375.580.900bicubic-55.696-55.303-177
1339edgenext_x_small.in1k28822.59277.40839.51560.4852.341.000bicubic-53.114-53.245-28
1340mobilenetv4_conv_small.e1200_r224_in1k22422.55377.44740.61059.3903.770.875bicubic-50.883-50.732+28
1341tf_mobilenetv3_large_100.in1k22422.55377.44739.76560.2355.480.875bilinear-52.961-52.837-19
1342tf_efficientnet_b0.in1k22422.55377.44739.59660.4045.290.875bicubic-53.983-53.414-57
1343xcit_nano_12_p8_224.fb_in1k22422.50477.49640.79559.2053.051.000bicubic-51.396-51.351+20
1344tf_efficientnet_es.in1k22422.42577.57539.11460.8865.440.875bicubic-54.183-54.062-63
1345hrnet_w18_small_v2.ms_in1k22422.36877.63239.93860.06215.600.875bilinear-52.730-52.480-11
1346convit_tiny.fb_in1k22422.26477.73639.67860.3225.710.875bicubic-50.862-52.011+30
1347regnetx_004_tv.tv2_in1k22422.24277.75739.12060.8805.500.965bicubic-52.342-53.050+2
1348edgenext_x_small.in1k25622.18877.81239.04460.9562.340.900bicubic-52.692-53.260-7
1349regnety_008.pycls_in1k22422.13177.87038.98561.0156.260.875bicubic-54.204-54.075-53
1350ese_vovnet19b_dw.ra_in1k28822.09377.90739.48060.5206.540.950bicubic-55.705-54.298-143
1351seresnext26t_32x4d.bt_in1k22422.01577.98538.50161.49916.810.875bicubic-55.965-55.249-161
1352regnetx_008.pycls_in1k22421.98178.01938.92061.0807.260.875bicubic-53.081-53.420-16
1353regnety_006.pycls_in1k22421.96078.04038.95161.0496.060.875bicubic-53.302-53.575-25
1354semnasnet_100.rmsp_in1k22421.95678.04438.70261.2983.890.875bicubic-53.508-53.910-30
1355vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k38421.93878.06239.43360.5676.361.000bicubic-54.024-53.843-50
1356resnet26d.bt_in1k22421.93678.06438.63161.36916.010.875bicubic-54.762-54.525-80
1357resnet18.a2_in1k22421.87378.12738.46661.53411.690.950bicubic-48.761-51.020+53
1358pit_ti_224.in1k22421.85778.14339.51760.4834.850.900bicubic-51.067-51.895+23
1359pvt_v2_b0.in1k22421.84078.16040.14059.8603.670.900bicubic-48.816-50.072+50
1360regnetx_006.pycls_in1k22421.74578.25538.94061.0606.200.875bicubic-52.139-52.726+4
1361vit_tiny_patch16_384.augreg_in21k_ft_in1k38421.71278.28839.32160.6795.791.000bicubic-56.734-55.231-212
1362crossvit_9_240.in1k24021.70278.29839.26260.7388.550.875bicubic-52.274-52.714-2
1363vgg19_bn.tv_in1k22421.63778.36339.28560.715143.680.875bilinear-52.599-52.558-7
1364semnasnet_075.rmsp_in1k22421.59278.40838.94761.0532.910.875bicubic-51.416-52.179+14
1365resnet18.gluon_in1k22421.55978.44138.89161.10911.690.875bicubic-49.285-50.859+42
1366mobilevitv2_075.cvnets_in1k25621.54978.45138.60861.3922.870.888bicubic-54.055-54.146-50
1367fbnetc_100.rmsp_in1k22421.54978.45138.14861.8525.570.875bilinear-53.565-54.234-35
1368repghostnet_100.in1k22421.49078.51038.69661.3044.070.875bicubic-52.710-52.854-11
1369xcit_nano_12_p16_224.fb_in1k22421.44978.55139.78760.2133.051.000bicubic-48.533-49.995+46
1370mixnet_s.ft_in1k22421.41778.58338.22861.7724.130.875bicubic-54.585-54.572-68
1371ghostnet_100.in1k22421.37678.62438.12861.8725.180.875bicubic-52.584-53.414-10
1372mnasnet_100.rmsp_in1k22421.37078.63037.72562.2754.380.875bicubic-53.292-54.383-27
1373resnet26.bt_in1k22421.29578.70538.03061.97016.000.875bicubic-53.997-54.542-46
1374seresnext26d_32x4d.bt_in1k22421.29178.70937.32662.67416.810.875bicubic-56.295-56.284-154
1375resnet18.fb_ssl_yfcc100m_ft_in1k22421.29078.71039.12660.87411.690.875bilinear-51.346-52.290+7
1376lcnet_100.ra2_in1k22421.28478.71638.89161.1092.950.875bicubic-50.844-51.477+18
1377legacy_seresnext26_32x4d.in1k22421.08778.91337.64162.35916.790.875bicubic-56.013-55.691-124
1378crossvit_tiny_240.in1k24021.05078.95038.06161.9397.010.875bicubic-52.280-53.849-6
1379efficientvit_m2.r224_in1k22421.04678.95437.67662.3244.190.875bicubic-49.754-52.484+29
1380repvgg_a0.rvgg_in1k22420.99379.00737.60162.3999.110.875bilinear-51.431-52.913+4
1381resnet18.a2_in1k28820.94879.05236.84763.15311.691.000bicubic-51.414-53.769+5
1382regnetx_004.pycls_in1k22420.90679.09437.56262.4385.160.875bicubic-51.526-53.286+1
1383seresnext26t_32x4d.bt_in1k28820.87179.12936.37163.62916.810.950bicubic-57.867-57.945-263
1384spnasnet_100.rmsp_in1k22420.84979.15137.92262.0784.420.875bilinear-53.233-53.906-26
1385legacy_seresnet18.in1k22420.83079.17037.63362.36711.780.875bicubic-50.912-52.707+13
1386mobilenetv2_100.ra_in1k22420.76179.23937.78062.2203.500.875bicubic-52.175-53.222-6
1387tf_mixnet_s.in1k22420.46479.53636.62963.3714.130.875bicubic-55.188-55.999-73
1388vit_tiny_patch16_224.augreg_in21k_ft_in1k22420.46279.53837.61562.3855.720.900bicubic-54.990-55.239-63
1389regnety_004.pycls_in1k22420.42779.57337.03062.9704.340.875bicubic-53.579-54.726-30
1390tf_mobilenetv3_large_075.in1k22420.40379.59736.80063.2003.990.875bilinear-53.045-54.544-22
1391hrnet_w18_small.gluon_in1k22420.39779.60337.01862.98213.190.875bicubic-53.535-54.154-29
1392hrnet_w18_small.ms_in1k22420.35279.64837.08962.91113.190.875bilinear-51.982-53.597-5
1393resnet26d.bt_in1k28820.27379.72736.35663.64416.010.950bicubic-57.151-57.274-160
1394resnet18.tv_in1k22420.23879.76237.25862.74211.690.875bilinear-49.514-51.822+23
1395mixer_l16_224.goog_in21k_ft_in1k22420.14279.85832.96667.034208.200.875bicubic-51.948-54.6840
1396deit_tiny_patch16_224.fb_in1k22420.13279.86837.57662.4245.720.900bicubic-52.064-53.524-3
1397tf_mobilenetv3_large_minimal_100.in1k22420.13079.87036.91463.0863.920.875bilinear-52.140-53.748-8
1398seresnext26d_32x4d.bt_in1k28820.06379.93735.24164.75916.810.950bicubic-58.763-59.017-287
1399efficientvit_m1.r224_in1k22419.97580.02536.48163.5192.980.875bicubic-48.377-52.203+24
1400vgg16_bn.tv_in1k22419.96580.03536.31663.684138.370.875bilinear-53.391-55.184-29
1401resnet26.bt_in1k28819.75980.24135.84964.15116.000.950bicubic-56.619-57.327-108
1402resnet18.a3_in1k16019.70080.30035.41664.58411.690.950bicubic-45.964-50.862+34
1403repghostnet_080.in1k22419.47680.52435.95364.0473.280.875bicubic-52.760-54.537-11
1404vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k22419.35680.64436.10263.8986.340.900bicubic-52.464-54.712-7
1405mobileone_s0.apple_in1k22419.30180.69935.33664.6645.290.875bilinear-52.097-54.528-2
1406tinynet_c.in1k18419.29980.70136.01663.9842.460.875bicubic-51.925-53.730-1
1407edgenext_xx_small.in1k28818.87081.12935.18164.8201.331.000bicubic-53.015-55.354-11
1408edgenext_xx_small.in1k25618.61181.38934.69965.3011.330.900bicubic-52.505-55.341-2
1409efficientvit_b0.r224_in1k22418.47281.52833.23766.7633.410.950bicubic-52.932-56.197-7
1410resnet18.a3_in1k22418.43481.56633.44566.55511.690.950bicubic-49.812-54.713+15
1411mobilevit_xs.cvnets_in1k25618.34081.66033.23566.7652.320.900bicubic-56.292-59.113-64
1412lcnet_075.ra2_in1k22418.11481.88634.36365.6372.360.875bicubic-50.670-54.025+9
1413vgg19.tv_in1k22417.93182.06933.06666.934143.670.875bilinear-54.469-57.812-28
1414vgg13_bn.tv_in1k22417.81982.18134.04765.953133.050.875bilinear-53.737-56.325-14
1415resnet10t.c3_in1k17617.64682.35433.51266.4885.440.875bicubic-49.078-53.462+16
1416vgg16.tv_in1k22417.53682.46432.75667.244138.360.875bilinear-54.064-57.642-17
1417regnety_002.pycls_in1k22417.45682.54432.46167.5393.160.875bicubic-52.838-57.073-4
1418vgg11_bn.tv_in1k22417.39582.60532.95267.048132.870.875bilinear-52.989-56.856-6
1419resnet14t.c3_in1k17617.38182.61932.11567.88510.080.875bicubic-53.937-57.565-15
1420mobilevitv2_050.cvnets_in1k25617.34882.65233.00766.9931.370.888bicubic-52.810-56.929-6
1421repghostnet_058.in1k22417.19882.80232.63067.3702.550.875bicubic-51.736-55.756-2
1422regnetx_002.pycls_in1k22416.97283.02832.24767.7532.680.875bicubic-51.788-56.3170
1423mobilenetv3_small_100.lamb_in1k22416.85083.15032.52467.4762.540.875bicubic-50.788-55.126+5
1424mobilenetv2_050.lamb_in1k22416.72183.27931.89768.1031.970.875bicubic-49.209-54.205+10
1425resnet10t.c3_in1k22416.70983.29132.13967.8615.440.950bicubic-51.637-55.883-1
1426tinynet_d.in1k15216.69583.30532.47767.5232.340.875bicubic-50.271-54.587+4
1427efficientvit_m0.r224_in1k22416.65283.34831.94668.0542.350.875bicubic-46.642-53.204+12
1428mnasnet_small.lamb_in1k22416.62883.37231.88968.1112.030.875bicubic-49.568-54.583+4
1429dla60x_c.in1k22416.31683.68431.74768.2521.320.875bilinear-51.612-56.678-2
1430tf_mobilenetv3_small_100.in1k22416.27383.72731.11968.8812.540.875bilinear-51.659-56.565-4
1431vgg13.tv_in1k22416.12583.87530.98969.011133.050.875bilinear-53.815-58.267-15
1432resnet14t.c3_in1k22415.99984.00130.04069.96010.080.950bicubic-56.243-60.278-41
1433vgg11.tv_in1k22415.71584.28530.46469.536132.860.875bilinear-53.333-58.168-15
1434repghostnet_050.in1k22415.60184.39930.22169.7792.310.875bicubic-51.379-56.719-5
1435mobilenetv3_small_075.lamb_in1k22414.99385.00729.74370.2572.040.875bicubic-50.273-55.723+2
1436tf_mobilenetv3_small_075.in1k22414.96885.03229.64770.3532.040.875bilinear-50.764-56.495-1
1437dla46_c.in1k22414.74485.25629.35470.6461.300.875bilinear-50.136-56.976+1
1438mobilevit_xxs.cvnets_in1k25614.56585.43528.72571.2751.270.900bicubic-54.363-60.215-18
1439dla46x_c.in1k22414.40285.59829.23670.7641.070.875bilinear-51.606-57.710-6
1440tf_mobilenetv3_small_minimal_100.in1k22414.25785.74328.66671.3342.040.875bilinear-48.637-55.618+1
1441lcnet_050.ra2_in1k22414.23785.76328.53171.4691.880.875bicubic-48.893-55.869-1
1442tinynet_e.in1k10612.74387.25726.49573.5052.040.875bicubic-47.131-55.2750
1443mobilenetv3_small_050.lamb_in1k22411.00488.99623.41676.5841.590.875bicubic-46.920-56.7260
1444test_byobnet.r160_in1k1607.46992.53117.55282.4480.460.875bicubic-37.931-53.058+1
1445test_efficientnet.r160_in1k1607.20692.79416.75883.2420.360.875bicubic-39.218-54.200-1
1446test_vit.r160_in1k1604.81495.18611.80288.1980.370.875bicubic-36.018-55.4040