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pytorch-image-models/results/results-imagenetv2-matched-...

44 KiB

1modeltop1top1_errtop5top5_errparam_countimg_sizecropt_pctinterpolationtop1_difftop5_diffrank_diff
2beit_large_patch16_51280.77019.23095.8604.140305.675121.000bicubic-7.814-2.8000
3tf_efficientnet_l2_ns_47580.50019.50095.6304.370480.314750.936bicubic-7.738-2.920+2
4beit_large_patch16_38480.28019.72095.6104.390305.003841.000bicubic-8.102-2.998-1
5tf_efficientnet_l2_ns80.10019.90095.8604.140480.318000.960bicubic-8.246-2.794-1
6beit_large_patch16_22479.34020.66094.9405.060304.432240.900bicubic-8.136-3.3780
7swin_large_patch4_window12_38478.31021.69094.4105.590196.743841.000bicubic-8.840-3.8280
8tf_efficientnet_b7_ns77.85022.15094.3105.69066.356000.949bicubic-8.980-3.774+1
9vit_large_patch16_38477.81022.19094.2905.710304.723841.000bicubic-9.282-4.016-1
10beit_base_patch16_38477.78022.22094.3305.67086.743841.000bicubic-9.028-3.8100
11swin_base_patch4_window12_38477.35022.65094.3305.67087.903841.000bicubic-9.086-3.736+2
12swin_large_patch4_window7_22477.05022.95093.6706.330196.532240.900bicubic-9.266-4.220+3
13tf_efficientnet_b6_ns77.05022.95093.7906.21043.045280.942bicubic-9.396-4.090-1
14vit_large_r50_s32_38476.90023.10093.6806.320329.093841.000bicubic-9.280-4.244+3
15cait_m48_44876.87023.13093.4206.580356.464481.000bicubic-9.624-4.330-4
16ig_resnext101_32x48d76.78023.22093.4106.590828.412240.875bilinear-8.650-4.172+17
17xcit_large_24_p8_384_dist76.75023.25093.0906.910188.933841.000bicubic-9.246-4.598+5
18ig_resnext101_32x32d76.74023.26093.1806.820468.532240.875bilinear-8.354-4.258+26
19tf_efficientnet_b5_ns76.70023.30093.5106.49030.394560.934bicubic-9.376-4.2420
20tf_efficientnetv2_l_in21ft1k76.60023.40093.7606.240118.524801.000bicubic-9.692-4.224-4
21tf_efficientnetv2_xl_in21ft1k76.57023.43093.1206.880208.125121.000bicubic-9.834-4.748-7
22cait_m36_38476.28023.72093.0406.960271.223841.000bicubic-9.776-4.690-2
23xcit_medium_24_p8_384_dist76.25023.75092.9607.04084.323841.000bicubic-9.570-4.634+1
24vit_base_patch16_38476.16023.84093.6006.40086.863841.000bicubic-9.840-4.406-3
25vit_large_patch16_22476.15023.85093.4706.530304.332240.900bicubic-9.688-4.356-2
26tf_efficientnetv2_l76.07023.93092.9607.040118.524801.000bicubic-9.432-4.410+5
27xcit_large_24_p8_224_dist76.06023.94092.7007.300188.932241.000bicubic-9.340-4.716+9
28cait_s36_38476.02023.98092.9207.08068.373841.000bicubic-9.434-4.562+4
29tf_efficientnet_b7_ap75.99024.01092.9307.07066.356000.949bicubic-9.130-4.320+13
30tf_efficientnet_b8_ap75.97024.03092.6507.35087.416720.954bicubic-9.404-4.648+7
31xcit_large_24_p16_384_dist75.84024.16092.7907.210189.103841.000bicubic-9.930-4.744-5
32tf_efficientnetv2_m_in21ft1k75.83024.17093.1706.83054.144801.000bicubic-9.768-4.582-4
33xcit_small_24_p8_384_dist75.80024.20092.9607.04047.633841.000bicubic-9.766-4.616-4
34dm_nfnet_f675.79024.21093.0206.980438.365760.956bicubic-10.340-4.720-16
35beit_base_patch16_22475.68024.32093.4206.58086.532240.900bicubic-9.560-4.234+5
36ig_resnext101_32x16d75.67024.33092.9407.060194.032240.875bilinear-8.496-4.256+43
37xcit_medium_24_p8_224_dist75.58024.42092.8107.19084.322241.000bicubic-9.488-4.466+9
38swin_base_patch4_window7_22475.57024.43093.2506.75087.772240.900bicubic-9.698-4.308+1
39tf_efficientnet_b4_ns75.50024.50092.8607.14019.343800.922bicubic-9.650-4.610+2
40swsl_resnext101_32x8d75.48024.52092.6807.32088.792240.875bilinear-8.794-4.494+35
41vit_base_r50_s16_38475.41024.59092.7607.24098.953841.000bicubic-9.574-4.538+11
42deit_base_distilled_patch16_38475.40024.60092.5207.48087.633841.000bicubic-10.022-4.812-7
43cait_s24_38475.38024.62092.5207.48047.063841.000bicubic-9.664-4.830+6
44tf_efficientnet_b6_ap75.37024.63092.3007.70043.045280.942bicubic-9.414-4.838+14
45dm_nfnet_f475.33024.67092.8807.120316.075120.951bicubic-10.370-4.634-18
46tf_efficientnetv2_m75.26024.74092.6807.32054.144801.000bicubic-9.786-4.604+2
47efficientnetv2_rw_m75.13024.87092.5407.46053.244161.000bicubic-9.692-4.606+10
48xcit_medium_24_p16_384_dist75.10024.90092.3307.67084.403841.000bicubic-10.326-5.078-14
49xcit_small_24_p8_224_dist75.00025.00092.3907.61047.632241.000bicubic-9.876-4.808+7
50xcit_small_12_p8_384_dist74.99025.01092.3707.63026.213841.000bicubic-10.092-4.900-5
51dm_nfnet_f374.90025.10092.8607.140254.924160.940bicubic-10.632-4.598-21
52ecaresnet269d74.88025.12092.7707.230102.093521.000bicubic-10.106-4.458-1
53dm_nfnet_f574.74025.26092.4807.520377.215440.954bicubic-11.066-5.002-28
54xcit_small_24_p16_384_dist74.62025.38092.5207.48047.673841.000bicubic-10.484-4.796-11
55eca_nfnet_l274.55025.45092.6307.37056.723841.000bicubic-10.170-4.628+4
56tf_efficientnet_b874.54025.46092.1707.83087.416720.954bicubic-10.810-5.222-18
57xcit_large_24_p16_224_dist74.53025.47091.9908.010189.102241.000bicubic-10.400-5.140-2
58dm_nfnet_f174.50025.50092.2607.740132.633200.910bicubic-10.124-4.836+4
59dm_nfnet_f274.49025.51092.2007.800193.783520.920bicubic-10.556-5.038-12
60tf_efficientnet_b774.46025.54092.1207.88066.356000.949bicubic-10.476-5.086-6
61xcit_small_12_p16_384_dist74.35025.65092.1207.88026.253841.000bicubic-10.364-4.996-1
62tf_efficientnet_b5_ap74.33025.67091.9408.06030.394560.934bicubic-9.928-5.036+14
63resnest200e74.24025.76091.8608.14070.203200.909bicubic-9.608-5.030+29
64tf_efficientnetv2_s_in21ft1k74.24025.76092.4007.60021.463841.000bicubic-10.056-4.856+8
65resmlp_big_24_224_in22ft1k74.22025.78092.0807.920129.142240.875bicubic-10.204-5.036+4
66xcit_large_24_p8_22474.17025.83090.8809.120188.932241.000bicubic-10.212-5.776+4
67vit_large_r50_s32_22474.14025.86092.2907.710328.992240.900bicubic-10.300-4.680-1
68seresnet152d74.11025.89091.9208.08066.843201.000bicubic-10.252-5.122+3
69cait_xs24_38474.09025.91091.9008.10026.673841.000bicubic-9.964-4.986+14
70pit_b_distilled_22474.08025.92091.5908.41074.792240.900bicubic-10.078-5.268+10
71vit_base_patch16_22474.07025.93092.4007.60086.572240.900bicubic-10.470-4.906-8
72efficientnetv2_rw_s74.02025.98091.7508.25023.943841.000bicubic-9.810-4.972+23
73crossvit_18_dagger_40874.01025.99091.3008.70044.614081.000bicubic-10.174-5.522+5
74swsl_resnext101_32x4d74.00026.00091.9708.03044.182240.875bilinear-9.226-4.360+42
75vit_base_patch16_224_miil74.00026.00091.6008.40086.542240.875bilinear-10.276-5.198-1
76tf_efficientnetv2_s73.98026.02091.4308.57021.463841.000bicubic-9.918-5.268+14
77resnest269e73.92026.08091.9908.010110.934160.928bicubic-10.604-4.996-13
78tf_efficientnet_b673.91026.09091.7308.27043.045280.942bicubic-10.202-5.158+3
79eca_nfnet_l173.88026.12092.0207.98041.413201.000bicubic-10.152-5.012+8
80vit_small_r26_s32_38473.88026.12092.1507.85036.473841.000bicubic-10.170-5.172+4
81xcit_small_12_p8_224_dist73.88026.12091.7008.30026.212241.000bicubic-10.360-5.172-4
82resnetrs42073.87026.13091.7008.300191.894161.000bicubic-11.138-5.426-32
83tf_efficientnet_b3_ns73.77026.23091.8508.15012.233000.904bicubic-10.272-5.058+2
84regnetz_d73.76026.24091.8508.15027.583200.950bicubic-10.274-5.020+2
85ig_resnext101_32x8d73.67026.33092.1907.81088.792240.875bilinear-9.040-4.450+48
86swsl_resnext101_32x16d73.67026.33092.1207.880194.032240.875bilinear-9.684-4.716+26
87xcit_medium_24_p16_224_dist73.61026.39091.4508.55084.402241.000bicubic-10.668-5.492-14
88xcit_tiny_24_p8_384_dist73.46026.54091.6408.36012.113841.000bicubic-10.304-5.064+11
89resnetrs27073.45026.55091.4608.540129.863521.000bicubic-10.990-5.694-22
90twins_svt_large73.42026.58090.8709.13099.272240.900bicubic-10.264-5.740+13
91resmlp_big_24_distilled_22473.34026.66091.1008.900129.142240.875bicubic-10.256-5.556+14
92resnet200d73.32026.68091.4708.53064.693201.000bicubic-10.650-5.348-3
93tf_efficientnet_b573.28026.72091.3708.63030.394560.934bicubic-10.530-5.378+4
94efficientnet_b473.25026.75091.2808.72019.343841.000bicubic-10.180-5.314+14
95regnety_16073.25026.75091.6508.35083.592881.000bicubic-10.452-5.132+7
96resnet152d73.25026.75091.2108.79060.213201.000bicubic-10.414-5.524+8
97vit_small_patch16_38473.18026.82091.9008.10022.203841.000bicubic-10.614-5.208+1
98resnetrs20073.17026.83091.1108.89093.213201.000bicubic-10.888-5.764-16
99jx_nest_base73.16026.84091.0009.00067.722240.875bicubic-10.394-5.364+7
100xcit_small_24_p8_22473.15026.85091.2108.79047.632241.000bicubic-10.696-5.422-9
101xcit_small_24_p16_224_dist73.15026.85091.4308.57047.672241.000bicubic-10.724-5.298-9
102resnetv2_152x4_bitm73.15026.85091.7808.220936.534801.000bilinear-11.788-5.678-48
103resnetrs35073.13026.87091.1808.820163.963841.000bicubic-11.582-5.810-42
104xcit_medium_24_p8_22473.09026.91090.4409.56084.322241.000bicubic-10.646-5.946-4
105resnetv2_152x2_bitm73.00027.00091.9908.010236.344481.000bilinear-11.452-5.446-40
106cait_s24_22472.99027.01091.1308.87046.922241.000bicubic-10.472-5.436+1
107deit_base_distilled_patch16_22472.96027.04090.9509.05087.342240.900bicubic-10.428-5.540+2
108resnetrs15272.90027.10091.2008.80086.623201.000bicubic-10.810-5.410-7
109tf_efficientnet_b4_ap72.74027.26090.9909.01019.343800.922bicubic-10.518-5.406+6
110crossvit_15_dagger_40872.73027.27091.0408.96028.504081.000bicubic-11.096-5.746-14
111dm_nfnet_f072.71027.29090.9909.01071.492560.900bicubic-10.674-5.590-1
112resnetv2_152x2_bit_teacher_38472.71027.29090.9309.070236.343841.000bicubic-11.134-6.188-18
113twins_svt_base72.71027.29090.4409.56056.072240.900bicubic-10.414-5.988+6
114vit_base_patch32_38472.67027.33091.1708.83088.303841.000bicubic-10.676-5.674-1
115xcit_small_12_p8_22472.67027.33090.7109.29026.212241.000bicubic-10.676-5.766-1
116regnety_03272.64027.36090.9109.09019.442881.000bicubic-10.082-5.522+16
117pnasnet5large72.56027.44090.5409.46086.063310.911bicubic-10.238-5.494+13
118twins_pcpvt_large72.55027.45090.8809.12060.992240.900bicubic-10.588-5.7280
119deit_base_patch16_38472.48027.52090.2309.77086.863841.000bicubic-10.626-6.146+2
120xcit_small_12_p16_224_dist72.48027.52091.0708.93026.252241.000bicubic-10.870-5.352-8
121swsl_resnext50_32x4d72.45027.55090.8609.14025.032240.875bilinear-9.716-5.374+43
122nfnet_l072.44027.56090.8609.14035.072881.000bicubic-10.312-5.656+9
123gc_efficientnetv2_rw_t72.39027.61090.8209.18013.682881.000bicubic-10.088-5.476+22
124resnetv2_101x3_bitm72.38027.62092.0407.960387.934481.000bilinear-12.050-5.332-56
125xcit_tiny_24_p8_224_dist72.37027.63090.7909.21012.112241.000bicubic-10.206-5.390+15
126resnet101d72.35027.65090.5809.42044.573201.000bicubic-10.674-5.876-1
127jx_nest_small72.34027.66090.7209.28038.352240.875bicubic-10.778-5.612-7
128nasnetalarge72.34027.66090.5209.48088.753310.911bicubic-10.296-5.530+7
129resnest101e72.32027.68090.7809.22048.282560.875bilinear-10.556-5.532-1
130tf_efficientnet_b2_ns72.32027.68091.0009.0009.112600.890bicubic-10.070-5.240+19
131efficientnetv2_rw_t72.31027.69090.4609.54013.652881.000bicubic-10.028-5.734+21
132twins_pcpvt_base72.25027.75090.5809.42043.832240.900bicubic-10.462-5.768+1
133crossvit_18_24072.20027.80090.2809.72043.272400.875bicubic-10.194-5.782+14
134tresnet_xl_44872.17027.83090.1309.87078.444480.875bilinear-10.886-6.054-11
135resnetv2_50x1_bit_distilled72.16027.84091.0908.91025.552240.875bicubic-10.662-5.434-6
136tf_efficientnet_b472.16027.84090.4809.52019.343800.922bicubic-10.870-5.818-12
137regnetz_c72.15027.85090.6609.34013.463200.940bicubic-10.366-5.700+6
138cait_xxs36_38472.11027.89090.7909.21017.373841.000bicubic-10.080-5.370+24
139tresnet_m72.10027.90090.1009.90031.392240.875bilinear-10.976-6.026-17
140xcit_tiny_24_p16_384_dist72.07027.93090.5109.49012.123841.000bicubic-10.498-5.784+1
141crossvit_18_dagger_24072.02027.98090.1009.90044.272400.875bicubic-10.486-5.972+3
142xcit_tiny_12_p8_384_dist71.82028.18090.7009.3006.713841.000bicubic-10.572-5.518+6
143resnetv2_50x3_bitm71.77028.23091.2808.720217.324481.000bilinear-12.214-5.850-55
144swin_small_patch4_window7_22471.75028.25090.2809.72049.612240.900bicubic-11.476-6.488-27
145crossvit_15_dagger_24071.65028.35089.80010.20028.212400.875bicubic-10.660-6.162+9
146pit_b_22471.65028.35089.28010.72073.762240.900bicubic-10.794-6.4320
147swsl_resnet5071.64028.36090.5009.50025.562240.875bilinear-9.506-5.478+60
148eca_nfnet_l071.58028.42091.0108.99024.142881.000bicubic-11.012-5.476-11
149resnet61q71.55028.45090.0109.99036.852881.000bicubic-10.972-6.124-7
150xcit_large_24_p16_22471.54028.46089.20010.800189.102241.000bicubic-11.358-6.682-23
151convit_base71.52028.48090.0909.91086.542240.875bicubic-10.772-5.844+7
152tresnet_l_44871.51028.49089.95010.05055.994480.875bilinear-10.752-6.030+7
153tresnet_xl71.48028.52089.46010.54078.442240.875bilinear-10.578-6.472+13
154ssl_resnext101_32x8d71.47028.53090.3309.67088.792240.875bilinear-10.130-5.716+26
155efficientnet_b371.46028.54090.0209.98012.233201.000bicubic-10.798-6.096+5
156resnetv2_152x2_bit_teacher71.40028.60090.2909.710236.342240.875bicubic-11.502-6.278-30
157xcit_tiny_24_p8_22471.35028.65090.2809.72012.112241.000bicubic-10.544-5.704+15
158pit_s_distilled_22471.33028.67089.73010.27024.042240.900bicubic-10.664-6.070+10
159resnetv2_10171.29028.71089.78010.22044.542240.950bicubic-10.742-6.084+8
160ecaresnet101d71.24028.76090.2409.76044.572240.875bicubic-10.932-5.814+3
161mixer_b16_224_miil71.20028.80089.49010.51059.882240.875bilinear-11.102-6.224-5
162ssl_resnext101_32x16d71.17028.83090.4609.540194.032240.875bilinear-10.674-5.630+11
163ecaresnet50t71.11028.89090.4109.59025.573200.950bicubic-11.254-5.732-12
164xcit_small_24_p16_22471.09028.91089.53010.47047.672241.000bicubic-11.488-6.470-25
165xcit_small_12_p16_22471.07028.93089.73010.27026.252241.000bicubic-10.906-6.088+3
166resnet51q71.07028.93090.0709.93035.702881.000bilinear-11.298-6.106-16
167crossvit_base_24071.07028.93089.78010.220105.032400.875bicubic-11.136-6.048-4
168convmixer_1536_2071.05028.95089.47010.53051.632240.960bicubic-10.326-6.140+28
169coat_lite_small71.01028.99089.46010.54019.842240.900bicubic-11.292-6.400-14
170tf_efficientnet_b3_ap71.01028.99089.22010.78012.233000.904bicubic-10.812-6.400+5
171deit_base_patch16_22470.97029.03089.17010.83086.572240.900bicubic-11.014-6.572-2
172xcit_medium_24_p16_22470.96029.04089.46010.54084.402241.000bicubic-11.666-6.516-36
173tnt_s_patch16_22470.92029.08089.51010.49023.762240.900bicubic-10.594-6.234+12
174xcit_tiny_12_p8_224_dist70.91029.09089.72010.2806.712241.000bicubic-10.304-5.886+29
175vit_large_patch32_38470.89029.11090.4609.540306.633841.000bicubic-10.616-5.626+11
176resnest50d_4s2x40d70.85029.15089.52010.48030.422240.875bicubic-10.270-6.040+32
177visformer_small70.85029.15089.31010.69040.222240.900bicubic-11.246-6.568-12
178rexnet_20070.84029.16089.80010.20016.372240.875bicubic-10.786-5.872+1
179tresnet_m_44870.77029.23088.69011.31031.394480.875bilinear-10.944-6.880-3
180jx_nest_tiny70.72029.28089.84010.16017.062240.875bicubic-10.714-5.780+10
181resnetrs10170.70029.30089.62010.38063.622880.940bicubic-11.594-6.382-24
182wide_resnet50_270.69029.31089.12010.88068.882240.875bicubic-10.760-6.398+7
183tresnet_l70.68029.32089.64010.36055.992240.875bilinear-10.804-5.980+5
184vit_small_patch16_22470.67029.33090.0909.91022.052240.900bicubic-10.716-6.040+10
185convit_small70.66029.34089.57010.43027.782240.875bicubic-10.752-6.176+7
186resnetv2_101x1_bitm70.63029.37090.9509.05044.544481.000bilinear-11.700-5.578-33
187tf_efficientnet_b1_ns70.63029.37089.93010.0707.792400.882bicubic-10.754-5.808+8
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191crossvit_small_24070.58029.42089.41010.59026.862400.875bicubic-10.450-6.056+22
192vit_small_r26_s32_22470.56029.44090.0209.98036.432240.900bicubic-11.278-6.006-18
193cait_xxs24_38470.55029.45089.78010.22012.033841.000bicubic-10.404-5.858+25
194lamhalobotnet50ts_25670.53029.47088.91011.09022.572560.950bicubic-10.892-6.146-3
195twins_pcpvt_small70.49029.51089.06010.94024.112240.900bicubic-10.614-6.582+14
196legacy_senet15470.48029.52088.96011.040115.092240.875bilinear-10.846-6.546+2
197gluon_seresnext101_64x4d70.47029.53089.18010.82088.232240.875bicubic-10.400-6.126+25
198coat_mini70.47029.53089.58010.42010.342240.900bicubic-10.812-5.814+3
199deit_small_distilled_patch16_22470.46029.54089.40010.60022.442240.900bicubic-10.742-5.978+5
200seresnext50_32x4d70.45029.55089.13010.87027.562240.875bicubic-10.818-6.496+1
201tf_efficientnet_b370.40029.60089.27010.73012.233000.904bicubic-11.246-6.450-23
202regnetz_b70.40029.60089.44010.5609.722880.940bicubic-10.318-6.034+28
203gernet_l70.38029.62088.94011.06031.082560.875bilinear-10.966-6.596-6
204halonet50ts70.37029.63088.76011.24022.732560.940bicubic-11.178-6.552-23
205ssl_resnext101_32x4d70.36029.64089.81010.19044.182240.875bilinear-10.562-5.920+16
206resnest50d_1s4x24d70.36029.64089.14010.86025.682240.875bicubic-10.640-6.186+9
207crossvit_15_24070.35029.65089.52010.48027.532400.875bicubic-11.176-6.174-24
208gluon_senet15470.34029.66088.96011.040115.092240.875bicubic-10.884-6.392-6
209twins_svt_small70.33029.67089.30010.70024.062240.900bicubic-11.352-6.378-32
210resnest50d70.25029.75088.63011.37027.482240.875bilinear-10.712-6.748+7
211tf_efficientnet_lite470.19029.81089.04010.96013.013800.920bilinear-11.350-6.620-29
212gluon_resnet152_v1s70.12029.88088.89011.11060.322240.875bicubic-10.900-6.532+2
213resmlp_36_distilled_22470.12029.88089.06010.94044.692240.875bicubic-11.034-6.436-7
214efficientnet_el70.06029.94089.15010.85010.593000.904bicubic-11.246-6.386-15
215inception_resnet_v270.03029.97088.62011.38055.842990.897bicubic-10.418-6.688+28
216haloregnetz_b69.98030.02088.85011.15011.682240.940bicubic-11.062-6.350-5
217repvgg_b369.94030.06088.66011.340123.092240.875bilinear-10.576-6.604+20
218gluon_seresnext101_32x4d69.94030.06088.87011.13048.962240.875bicubic-10.936-6.422+4
219levit_25669.93030.07089.24010.76018.892240.900bicubic-11.572-6.240-32
220regnety_32069.87030.13088.76011.240145.052240.875bicubic-10.924-6.486+6
221gluon_resnet152_v1d69.81030.19088.49011.51060.212240.875bicubic-10.666-6.712+18
222pit_s_22469.80030.20088.83011.17023.462240.900bicubic-11.300-6.504-12
223sehalonet33ts69.77030.23088.58011.42013.692560.940bicubic-11.212-6.692-7
224ecaresnet101d_pruned69.71030.29089.33010.67024.882240.875bicubic-11.102-6.310+1
225lambda_resnet50ts69.71030.29088.83011.17021.542560.950bicubic-11.456-6.266-20
226xcit_tiny_24_p16_224_dist69.61030.39088.73011.27012.122241.000bicubic-10.852-6.478+15
227ens_adv_inception_resnet_v269.59030.41088.35011.65055.842990.897bicubic-10.388-6.586+46
228ssl_resnext50_32x4d69.59030.41089.31010.69025.032240.875bilinear-10.712-6.108+25
229ecaresnet50d69.58030.42089.29010.71025.582240.875bicubic-11.040-6.018+4
230gcresnet50t69.57030.43088.92011.08025.902560.900bicubic-11.368-6.520-10
231efficientnet_b3_pruned69.55030.45088.77011.2309.863000.904bicubic-11.308-6.470-7
232repvgg_b3g469.52030.48088.50011.50083.832240.875bilinear-10.698-6.604+29
233resmlp_24_distilled_22469.51030.49089.01010.99030.022240.875bicubic-11.250-6.210-6
234gernet_m69.51030.49088.59011.41021.142240.875bilinear-11.216-6.588-5
235convmixer_768_3269.50030.50088.95011.05021.112240.960bicubic-10.660-6.124+29
236gluon_resnext101_64x4d69.49030.51088.25011.75083.462240.875bicubic-11.136-6.752-4
237xcit_tiny_12_p16_384_dist69.47030.53088.97011.0306.723841.000bicubic-11.474-6.444-18
238swin_tiny_patch4_window7_22469.46030.54089.02010.98028.292240.900bicubic-11.926-6.516-45
239efficientnet_el_pruned69.46030.54088.89011.11010.593000.904bicubic-10.828-6.332+15
240regnetx_32069.44030.56088.14011.860107.812240.875bicubic-10.808-6.886+16
241gcresnext50ts69.43030.57088.77011.23015.672560.900bicubic-11.164-6.410-6
242rexnet_15069.41030.59088.97011.0309.732240.875bicubic-10.900-6.190+9
243efficientnet_b269.39030.61088.65011.3509.112881.000bicubic-11.220-6.666-9
244inception_v469.37030.63088.74011.26042.682990.875bicubic-10.774-6.232+21
245vit_base_patch32_22469.35030.65089.27010.73088.222240.900bicubic-11.382-6.296-17
246ecaresnetlight69.33030.67089.21010.79030.162240.875bicubic-11.124-6.042-4
247nf_resnet5069.32030.68088.70011.30025.562880.940bicubic-11.336-6.636-16
248xception7169.27030.73088.17011.83042.342990.903bicubic-10.614-6.762+29
249resnet50d69.17030.83088.14011.86025.582240.875bicubic-11.368-7.020-13
250tf_efficientnetv2_b269.09030.91088.15011.85010.102600.890bicubic-11.124-6.894+12
251legacy_seresnext101_32x4d69.06030.94088.08011.92048.962240.875bilinear-11.162-6.932+9
252mixnet_xl69.04030.96088.34011.66011.902240.875bicubic-11.428-6.592-12
253regnety_12068.98031.02088.19011.81051.822240.875bicubic-11.406-6.932-7
254seresnet33ts68.96031.04088.34011.66019.782560.900bicubic-11.412-6.774-6
255gluon_resnet152_v1c68.96031.04087.67012.33060.212240.875bicubic-10.952-7.182+20
256vit_small_patch32_38468.95031.05089.66010.34022.923841.000bicubic-11.536-5.938-18
257resnetv2_5068.90031.10088.40011.60025.552240.950bicubic-11.506-6.680-13
258gluon_resnext101_32x4d68.88031.12088.28011.72044.182240.875bicubic-11.458-6.628-8
259hrnet_w6468.83031.17088.14011.860128.062240.875bilinear-10.626-6.514+44
260gluon_resnet152_v1b68.80031.20087.57012.43060.192240.875bicubic-10.880-7.166+33
261tf_efficientnet_b2_ap68.79031.21088.33011.6709.112600.890bicubic-11.516-6.702-9
262gluon_resnet101_v1d68.78031.22088.08011.92044.572240.875bicubic-11.624-6.944-17
263seresnet5068.76031.24088.52011.48028.092240.875bicubic-11.488-6.550-5
264repvgg_b2g468.76031.24088.26011.74061.762240.875bilinear-10.620-6.434+41
265gluon_xception6568.76031.24087.95012.05039.922990.903bicubic-10.942-6.918+25
266xception6568.76031.24088.25011.75039.922990.903bicubic-10.786-6.410+35
267eca_resnet33ts68.76031.24088.52011.48019.682560.900bicubic-11.336-6.454+2
268cspdarknet5368.73031.27088.54011.46027.642560.887bilinear-11.320-6.552+3
269cspresnext5068.72031.28088.02011.98020.572240.875bilinear-11.332-6.930+1
270gcresnet33ts68.70031.30088.48011.52019.882560.900bicubic-11.386-6.512-2
271resnext50d_32x4d68.67031.33088.23011.77025.052240.875bicubic-10.994-6.636+23
272dpn13168.66031.34087.22012.78079.252240.875bicubic-11.174-7.492+12
273gluon_resnet101_v1s68.65031.35087.72012.28044.672240.875bicubic-11.632-7.442-18
274gmlp_s16_22468.62031.38087.95012.05019.422240.875bicubic-11.022-6.672+22
275xcit_tiny_12_p8_22468.61031.39088.69011.3106.712241.000bicubic-11.100-6.368+15
276gluon_seresnext50_32x4d68.58031.42088.15011.85027.562240.875bicubic-11.344-6.678-2
277regnetx_16068.52031.48088.28011.72054.282240.875bicubic-11.314-6.544+6
278regnety_08068.51031.49088.00012.00039.182240.875bicubic-11.362-6.8320
279deit_small_patch16_22468.49031.51088.26011.74022.052240.900bicubic-11.376-6.796+1
280tf_efficientnet_b268.46031.54088.01011.9909.112600.890bicubic-11.608-6.894-11
281resnet5068.44031.56087.60012.40025.562240.950bicubic-11.942-6.994-35
282skresnext50_32x4d68.44031.56087.61012.39027.482240.875bicubic-11.702-7.034-15
283dpn10768.43031.57088.08011.92086.922240.875bicubic-11.742-6.824-20
284cspresnet5068.38031.62087.95012.05021.622560.887bilinear-11.196-6.752+14
285dla102x268.38031.62087.81012.19041.282240.875bilinear-11.060-6.834+20
286resnext50_32x4d68.38031.62087.59012.41025.032240.875bicubic-11.420-7.0240
287ssl_resnet5068.35031.65088.58011.42025.562240.875bilinear-10.886-6.252+34
288cait_xxs36_22468.35031.65088.61011.39017.302241.000bicubic-11.412-6.2580
289xcit_tiny_24_p16_22468.34031.66088.12011.88012.122241.000bicubic-11.112-6.768+15
290regnety_06468.33031.67088.03011.97030.582240.875bicubic-11.400-6.732-1
291vit_base_patch16_sam_22468.31031.69087.68012.32086.572240.900bicubic-11.932-7.082-32
292dpn9868.30031.70087.57012.43061.572240.875bicubic-11.354-7.034+3
293resmlp_big_24_22468.28031.72087.70012.300129.142240.875bicubic-12.752-7.322-81
294ecaresnet26t68.24031.76088.66011.34016.013200.950bicubic-11.594-6.424-12
295ese_vovnet39b68.23031.77088.29011.71024.572240.875bicubic-11.074-6.434+16
296regnetx_12068.23031.77087.58012.42046.112240.875bicubic-11.376-7.150+2
297efficientnet_b2_pruned68.22031.78088.08011.9208.312600.890bicubic-11.686-6.774-21
298rexnet_13068.22031.78088.00012.0007.562240.875bicubic-11.276-6.674+3
299gluon_resnext50_32x4d68.16031.84087.36012.64025.032240.875bicubic-11.204-7.064+9
300ecaresnet50d_pruned68.14031.86088.34011.66019.942240.875bicubic-11.566-6.534-9
301tf_efficientnet_el68.10031.90088.02011.98010.593000.904bicubic-12.148-7.104-44
302resnetv2_50x1_bitm67.93032.07089.09010.91025.554481.000bilinear-12.414-6.596-53
303regnetx_08067.92032.08087.07012.93039.572240.875bicubic-11.300-7.476+20
304resmlp_36_22467.92032.08088.22011.78044.692240.875bicubic-11.856-6.666-17
305tf_efficientnet_lite367.92032.08087.71012.2908.203000.904bilinear-11.900-7.200-20
306pit_xs_distilled_22467.90032.10087.71012.29011.002240.900bicubic-11.394-6.664+10
307resnetrs5067.89032.11087.66012.34035.692240.910bicubic-11.980-7.310-28
308legacy_seresnext50_32x4d67.88032.12087.59012.41027.562240.875bilinear-11.198-6.842+22
309gluon_resnet50_v1d67.87032.13086.94013.06025.582240.875bicubic-11.194-7.520+22
310tf_efficientnetv2_b167.84032.16087.62012.3808.142400.882bicubic-11.634-7.100-9
311nf_regnet_b167.84032.16088.08011.92010.222880.900bicubic-11.456-6.662+3
312levit_19267.84032.16087.82012.18010.952240.900bicubic-12.020-6.982-29
313hrnet_w4867.80032.20087.37012.63077.472240.875bilinear-11.522-7.144-3
314resnext101_32x8d67.76032.24087.36012.64088.792240.875bilinear-11.552-7.162-3
315tf_efficientnet_b0_ns67.72032.28087.94012.0605.292240.875bicubic-10.938-6.430+35
316resmlp_24_22467.70032.30087.57012.43030.022240.875bicubic-11.686-6.976-10
317hrnet_w4467.69032.31087.49012.51067.062240.875bilinear-11.200-6.892+22
318halonet26t67.69032.31087.31012.69012.482560.950bicubic-11.444-7.006+9
319eca_botnext26ts_25667.68032.32087.09012.91010.592560.950bicubic-11.594-7.516-1
320regnetx_06467.67032.33087.47012.53026.212240.875bicubic-11.390-6.996+12
321coat_lite_mini67.66032.34087.72012.28011.012240.900bicubic-11.440-6.882+8
322dla16967.65032.35087.46012.54053.392240.875bilinear-11.048-6.872+25
323regnety_04067.62032.38087.39012.61020.652240.875bicubic-11.608-7.256-1
324efficientnet_em67.57032.43088.11011.8906.902400.882bicubic-11.690-6.682-4
325dpn9267.55032.45087.29012.71037.672240.875bicubic-12.444-7.546-53
326xception67.55032.45087.52012.48022.862990.897bicubic-11.498-6.876+7
327gluon_inception_v367.54032.46087.25012.75023.832990.875bicubic-11.258-7.130+17
328dpn68b67.52032.48087.49012.51012.612240.875bicubic-11.696-6.932-4
329legacy_seresnet15267.51032.49087.50012.50066.822240.875bilinear-11.152-6.876+20
330efficientnet_b167.49032.51087.43012.5707.792561.000bicubic-11.314-6.916+12
331lambda_resnet26t67.49032.51087.65012.35010.962560.940bicubic-11.618-6.938-2
332hrnet_w4067.47032.53087.14012.86057.562240.875bilinear-11.456-7.338+6
333resnetblur5067.44032.56087.58012.42025.562240.875bicubic-11.860-7.056-19
334tf_efficientnet_b1_ap67.43032.57087.54012.4607.792400.882bicubic-11.844-6.762-17
335tf_efficientnet_cc_b1_8e67.38032.62087.28012.72039.722400.882bicubic-11.946-7.088-26
336res2net50_26w_8s67.36032.64087.13012.87048.402240.875bilinear-11.620-7.154-1
337res2net101_26w_4s67.36032.64087.17012.83045.212240.875bilinear-11.832-7.268-11
338gluon_resnet101_v1b67.35032.65087.05012.95044.552240.875bicubic-11.950-7.480-25
339cait_xxs24_22467.31032.69087.49012.51011.962241.000bicubic-11.066-6.826+27
340xception4167.31032.69087.15012.85026.972990.903bicubic-11.222-7.134+13
341gluon_resnet101_v1c67.29032.71087.06012.94044.572240.875bicubic-12.244-7.528-41
342resnet33ts67.17032.83087.41012.59019.682560.900bicubic-12.044-7.162-17
343regnetx_03267.15032.85086.98013.02015.302240.875bicubic-11.000-7.106+32
344botnet26t_25667.13032.87087.50012.50012.492560.950bicubic-12.130-7.034-25
345resnest26d67.12032.88087.13012.87017.072240.875bilinear-11.358-7.166+10
346coat_tiny67.12032.88087.38012.6205.502240.900bicubic-11.314-6.654+17
347dla60_res2net67.11032.89087.08012.92020.852240.875bilinear-11.352-7.128+11
348legacy_seresnet10167.10032.90087.02012.98049.332240.875bilinear-11.284-7.244+16
349dla60x67.08032.92087.20012.80017.352240.875bilinear-11.166-6.824+22
350dla102x67.00033.00086.73013.27026.312240.875bilinear-11.512-7.496+4
351res2net50_26w_6s66.98033.02086.83013.17037.052240.875bilinear-11.586-7.288+1
352xcit_tiny_12_p16_224_dist66.97033.03087.34012.6606.722241.000bicubic-11.610-6.864-1
353repvgg_b266.95033.05087.26012.74089.022240.875bilinear-11.844-7.166-8
354pit_xs_22466.94033.06087.19012.81010.622240.900bicubic-11.244-6.974+20
355mixnet_l66.94033.06086.79013.2107.332240.875bicubic-12.040-7.390-19
356gluon_resnet50_v1s66.94033.06086.80013.20025.682240.875bicubic-11.756-7.448-8
357tv_resnet15266.93033.07087.44012.56060.192240.875bilinear-11.392-6.604+11
358repvgg_b166.82033.18086.69013.31057.422240.875bilinear-11.558-7.414+7
359eca_halonext26ts66.82033.18087.07012.93010.762560.940bicubic-12.020-7.186-18
360tf_efficientnet_b166.81033.19086.92013.0807.792400.882bicubic-12.026-7.274-18
361lambda_resnet26rpt_25666.80033.20087.06012.94010.992560.940bicubic-12.168-7.368-24
362efficientnet_es66.72033.28086.67013.3305.442240.875bicubic-11.362-7.274+17
363xcit_nano_12_p8_384_dist66.72033.28087.05012.9503.053841.000bicubic-11.098-6.984+32
364gluon_resnet50_v1c66.71033.29086.11013.89025.582240.875bicubic-11.296-7.878+18
365dla60_res2next66.71033.29086.94013.06017.032240.875bilinear-11.732-7.256-4
366hrnet_w3066.69033.31086.74013.26037.712240.875bilinear-11.512-7.488+7
367resnet32ts66.69033.31087.13012.87017.962560.900bicubic-12.330-7.232-33
368selecsls60b66.65033.35086.59013.41032.772240.875bicubic-11.758-7.586-5
369regnetx_04066.65033.35086.53013.47022.122240.875bicubic-11.834-7.724-14
370hrnet_w3266.65033.35087.19012.81041.232240.875bilinear-11.792-6.968-10
371tf_mixnet_l66.63033.37086.38013.6207.332240.875bicubic-12.148-7.620-25
372dla10266.59033.41086.93013.07033.272240.875bilinear-11.438-7.028+9
373wide_resnet101_266.57033.43087.01012.990126.892240.875bilinear-12.284-7.274-33
374tf_efficientnetv2_b066.52033.48086.62013.3807.142240.875bicubic-11.850-7.406-7
375levit_12866.50033.50086.71013.2909.212240.900bicubic-11.966-7.300-18
376adv_inception_v366.37033.63086.38013.62023.832990.875bicubic-11.208-7.360+26
377vit_tiny_patch16_38466.33033.67087.16012.8405.793841.000bicubic-12.116-7.384-18
378tf_inception_v366.32033.68086.57013.43023.832990.875bicubic-11.540-7.076+13
379selecsls6066.31033.69086.29013.71030.672240.875bicubic-11.674-7.542+5
380resmlp_12_distilled_22466.28033.72086.47013.53015.352240.875bicubic-11.664-7.092+6
381hardcorenas_f66.24033.76086.25013.7508.202240.875bilinear-11.864-7.544-3
382coat_lite_tiny66.23033.77086.95013.0505.722240.900bicubic-11.284-6.966+23
383bat_resnext26ts66.21033.79086.65013.35010.732560.900bicubic-12.052-7.450-14
384tf_efficientnet_cc_b0_8e66.12033.88086.10013.90024.012240.875bicubic-11.788-7.556+4
385efficientnet_b066.12033.88086.10013.9005.292240.875bicubic-11.584-7.422+12
386legacy_seresnet5066.09033.91086.29013.71028.092240.875bilinear-11.548-7.456+12
387gmixer_24_22466.08033.92085.98014.02024.722240.875bicubic-11.972-7.688-7
388tf_efficientnet_em66.03033.97086.21013.7906.902400.882bicubic-12.112-7.848-12
389res2net50_14w_8s66.03033.97086.20013.80025.062240.875bilinear-12.104-7.656-12
390res2net50_26w_4s66.01033.99086.59013.41025.702240.875bilinear-11.976-7.258-7
391inception_v366.00034.00086.12013.88023.832990.875bicubic-11.464-7.356+16
392hardcorenas_e65.99034.01085.98014.0208.072240.875bilinear-11.810-7.716+4
393regnety_01665.96034.04086.27013.73011.202240.875bicubic-11.904-7.454-3
394efficientnet_b1_pruned65.95034.05086.51013.4906.332400.882bicubic-12.300-7.326-24
395tv_resnext50_32x4d65.94034.06086.03013.97025.032240.875bilinear-11.670-7.654+4
396gluon_resnet50_v1b65.91034.09086.23013.77025.562240.875bicubic-11.666-7.492+7
397tv_resnet10165.82034.18085.98014.02044.552240.875bilinear-11.548-7.580+13
398rexnet_10065.81034.19086.51013.4904.802240.875bicubic-12.050-7.366-6
399gcresnext26ts65.81034.19085.85014.15010.482560.900bicubic-12.010-7.976-5
400seresnext26t_32x4d65.78034.22085.61014.39016.812240.875bicubic-12.198-8.132-15
401resnet34d65.77034.23086.62013.38021.822240.875bicubic-11.344-6.762+17
402repvgg_b1g465.76034.24085.97014.03039.972240.875bilinear-11.834-7.872-2
403densenet16165.70034.30086.51013.49028.682240.875bicubic-11.652-7.126+8
404skresnet3465.66034.34085.96014.04022.282240.875bicubic-11.260-7.360+23
405eca_resnext26ts65.63034.37085.78014.22010.302560.900bicubic-11.820-7.798+3
406mobilenetv3_large_100_miil65.62034.38085.21014.7905.482240.875bilinear-12.292-7.694-19
407res2next5065.61034.39085.81014.19024.672240.875bilinear-12.632-8.094-35
408hardcorenas_d65.57034.43085.53014.4707.502240.875bilinear-11.854-7.956+1
409selecsls42b65.55034.45085.87014.13032.462240.875bicubic-11.640-7.520+7
410xcit_tiny_12_p16_22465.50034.50086.19013.8106.722241.000bicubic-11.620-7.528+7
411resnet26t65.47034.53086.24013.76016.012560.940bicubic-12.402-7.594-22
412seresnext26ts65.45034.55086.02013.98010.392560.900bicubic-12.398-7.768-19
413convmixer_1024_20_ks9_p1465.43034.57085.52014.48024.382240.960bicubic-11.514-7.838+13
414tf_efficientnet_lite265.30034.70086.01013.9906.092600.890bicubic-12.182-7.738-8
415densenet20165.29034.71085.66014.34020.012240.875bicubic-12.000-7.820-2
416seresnext26d_32x4d65.26034.74085.81014.19016.812240.875bicubic-12.326-7.794-15
417densenetblur121d65.25034.75085.78014.2208.002240.875bicubic-11.340-7.412+21
418crossvit_9_dagger_24065.23034.77086.47013.5308.782400.875bicubic-11.760-7.136+5
419res2net50_48w_2s65.22034.78085.92014.08025.292240.875bilinear-12.314-7.638-15
420tf_efficientnet_b0_ap65.20034.80085.49014.5105.292240.875bicubic-11.904-7.774-1
421hrnet_w1865.11034.89085.69014.31021.302240.875bilinear-11.648-7.748+11
422ese_vovnet19b_dw65.10034.90085.42014.5806.542240.875bicubic-11.724-7.860+8
423dla6065.07034.93085.70014.30022.042240.875bilinear-11.964-7.624-1
424gernet_s65.00035.00085.52014.4808.172240.875bilinear-11.906-7.614+4
425tf_efficientnet_cc_b0_4e64.96035.04085.02014.98013.312240.875bicubic-12.360-8.302-13
426mobilenetv2_120d64.92035.08085.85014.1505.832240.875bicubic-12.366-7.662-12
427hardcorenas_c64.85035.15085.24014.7605.522240.875bilinear-12.200-7.932-6
428legacy_seresnext26_32x4d64.83035.17085.55014.45016.792240.875bicubic-12.264-7.760-8
429mixnet_m64.74035.26085.51014.4905.012240.875bicubic-12.534-7.912-14
430resnet26d64.59035.41085.09014.91016.012240.875bicubic-12.100-8.058+3
431xcit_nano_12_p8_224_dist64.52035.48085.90014.1003.052241.000bicubic-11.810-7.186+12
432tf_efficientnet_lite164.49035.51085.52014.4805.422400.882bicubic-12.174-7.714+2
433tf_mixnet_m64.46035.54084.93015.0705.012240.875bicubic-12.498-8.236-9
434levit_128s64.44035.56084.69015.3107.782240.900bicubic-12.098-8.174+5
435densenet16964.42035.58085.25014.75014.152240.875bicubic-11.478-7.774+16
436resnext26ts64.38035.62085.00015.00010.302560.900bicubic-12.392-8.130-5
437resmlp_12_22464.34035.66085.60014.40015.352240.875bicubic-12.314-7.572-2
438repvgg_a264.27035.73084.98015.02028.212240.875bilinear-12.210-8.040+4
439xcit_nano_12_p16_384_dist64.23035.77085.28014.7203.053841.000bicubic-11.238-7.396+20
440regnetx_01664.23035.77085.44014.5609.192240.875bicubic-12.716-7.986-15
441hardcorenas_b64.21035.79084.86015.1405.182240.875bilinear-12.320-7.892-1
442tf_efficientnet_b064.16035.84085.17014.8305.292240.875bicubic-12.686-8.060-13
443dpn6864.03035.97084.99015.01012.612240.875bicubic-12.264-7.972+2
444tf_efficientnet_es63.90036.10084.58015.4205.442240.875bicubic-12.690-8.632-7
445vit_small_patch32_22463.88036.12085.59014.41022.882240.900bicubic-12.114-7.686+2
446mobilenetv2_14063.87036.13084.95015.0506.112240.875bicubic-12.646-8.050-5
447densenet12163.73036.27084.60015.4007.982240.875bicubic-11.838-8.052+8
448regnety_00863.73036.27085.24014.7606.262240.875bicubic-12.590-7.828-4
449hardcorenas_a63.68036.32084.47015.5305.262240.875bilinear-12.232-8.044+1
450resnest14d63.55036.45084.01015.99010.612240.875bilinear-11.956-8.510+7
451mixnet_s63.54036.46084.71015.2904.132240.875bicubic-12.454-8.082-3
452tf_mixnet_s63.43036.57084.09015.9104.132240.875bicubic-12.254-8.546+1
453resnet2663.42036.58084.21015.79016.002240.875bicubic-11.872-8.364+9
454mobilenetv3_large_10063.31036.69084.05015.9505.482240.875bicubic-12.464-8.490-2
455efficientnet_es_pruned63.30036.70084.84015.1605.442240.875bicubic-11.696-7.600+15
456mobilenetv3_rw63.27036.73084.56015.4405.482240.875bicubic-12.348-8.152-2
457tv_resnet5063.20036.80084.64015.36025.562240.875bilinear-12.952-8.238-11
458vit_tiny_r_s16_p8_38463.19036.81085.12014.8806.363841.000bicubic-12.782-8.152-9
459efficientnet_lite063.16036.84084.35015.6504.652240.875bicubic-12.344-8.166-1
460mixer_b16_22463.16036.84083.08016.92059.882240.875bicubic-13.462-9.148-24
461vit_tiny_patch16_22463.10036.90084.90015.1005.722240.900bicubic-12.354-7.952-1
462pit_ti_distilled_22463.09036.91084.01015.9905.102240.900bicubic-11.440-8.090+15
463semnasnet_10063.05036.95084.45015.5503.892240.875bicubic-12.402-8.156-2
464resnet3462.85037.15084.15015.85021.802240.875bilinear-12.262-8.126+2
465tv_densenet12162.79037.21084.12015.8807.982240.875bicubic-11.956-8.034+8
466legacy_seresnet3462.77037.23084.20015.80021.962240.875bilinear-12.022-7.928+6
467regnety_00662.74037.26084.10015.9006.062240.875bicubic-12.526-8.434-4
468deit_tiny_distilled_patch16_22462.72037.28083.80016.2005.912240.900bicubic-11.804-8.096+10
469hrnet_w18_small_v262.66037.34083.85016.15015.602240.875bilinear-12.446-8.562-2
470swsl_resnet1862.65037.35084.29015.71011.692240.875bilinear-10.632-7.468+21
471repvgg_b062.62037.38083.66016.34015.822240.875bilinear-12.532-8.754-7
472mobilenetv2_110d62.62037.38084.45015.5504.522240.875bicubic-12.432-7.738-3
473tf_efficientnet_lite062.56037.44084.14015.8604.652240.875bicubic-12.272-8.036-2
474regnetx_00862.51037.49083.98016.0207.262240.875bicubic-12.546-8.368-6
475dla3462.50037.50083.86016.14015.742240.875bilinear-12.108-8.1980
476gluon_resnet34_v1b62.46037.54083.92016.08021.802240.875bicubic-12.132-8.0760
477xcit_nano_12_p8_22462.45037.55084.19015.8103.052241.000bicubic-11.462-7.976+7
478fbnetc_10062.38037.62083.37016.6305.572240.875bilinear-12.740-9.004-13
479tf_mobilenetv3_large_10062.23037.77083.85016.1505.482240.875bilinear-13.280-8.758-23
480crossvit_9_24062.11037.89084.30015.7008.552400.875bicubic-11.872-7.670+3
481crossvit_tiny_24062.06037.94083.78016.2207.012400.875bicubic-11.284-8.142+8
482regnety_00461.99038.01083.44016.5604.342240.875bicubic-12.022-8.326-1
483vgg19_bn61.91038.09083.38016.620143.682240.875bilinear-12.324-8.474-4
484mnasnet_10061.90038.10083.73016.2704.382240.875bicubic-12.774-8.368-10
485ssl_resnet1861.53038.47083.30016.70011.692240.875bilinear-11.082-8.120+11
486convit_tiny61.47038.53083.99016.0105.712240.875bicubic-11.642-7.730+6
487tv_resnet3461.15038.85082.64017.36021.802240.875bilinear-12.154-8.782+3
488regnetx_00661.12038.88083.25016.7506.202240.875bicubic-12.726-8.432-3
489spnasnet_10061.07038.93082.75017.2504.422240.875bilinear-13.008-9.070-9
490pit_ti_22460.94039.06083.82016.1804.852240.900bicubic-11.982-7.590+5
491vgg16_bn60.82039.18083.01016.990138.372240.875bilinear-12.540-8.482-4
492skresnet1860.82039.18082.87017.13011.962240.875bicubic-12.202-8.300+2
493ghostnet_10060.61039.39082.27017.7305.182240.875bilinear-13.374-9.190-11
494tf_mobilenetv3_large_07560.36039.64081.80018.2003.992240.875bilinear-13.090-9.540-7
495xcit_nano_12_p16_224_dist60.33039.67082.49017.5103.052241.000bicubic-11.982-8.362+5
496mobilenetv2_10060.21039.79082.04017.9603.502240.875bicubic-12.742-8.962-2
497vit_base_patch32_sam_22459.97040.03081.30018.70088.222240.900bicubic-13.730-9.708-36
498deit_tiny_patch16_22459.92040.08082.73017.2705.722240.900bicubic-12.240-8.382+6
499resnet18d59.86040.14082.31017.69011.712240.875bicubic-12.408-8.374+3
500legacy_seresnet1859.73040.27081.60018.40011.782240.875bicubic-12.004-8.738+7
501vgg1959.72040.28081.42018.580143.672240.875bilinear-12.668-9.466-2
502regnetx_00459.26040.74081.83018.1705.162240.875bicubic-13.130-8.988-4
503tf_mobilenetv3_large_minimal_10059.04040.96080.88019.1203.922240.875bilinear-13.212-9.7560
504hrnet_w18_small58.92041.08081.34018.66013.192240.875bilinear-13.412-9.346-4
505vit_tiny_r_s16_p8_22458.88041.12081.63018.3706.342240.900bicubic-12.918-9.194+1
506vgg13_bn58.85041.15081.04018.960133.052240.875bilinear-12.714-9.334+3
507vgg1658.63041.37081.67018.330138.362240.875bilinear-12.954-8.720+1
508xcit_nano_12_p16_22458.34041.66080.90019.1003.052241.000bicubic-11.632-8.858+5
509gluon_resnet18_v1b58.30041.70080.99019.01011.692240.875bicubic-12.534-8.770+1
510resnet1857.24042.76080.09019.91011.692240.875bilinear-12.500-8.996+5
511vgg1357.10042.90079.61020.390133.052240.875bilinear-12.838-9.648+3
512vgg11_bn57.04042.96079.76020.240132.872240.875bilinear-13.322-10.046-1
513regnety_00256.98043.02079.83020.1703.162240.875bicubic-13.302-9.714-1
514mixer_l16_22456.20043.80075.69024.310208.202240.875bicubic-15.866-11.964-9
515dla60x_c56.09043.91078.95021.0501.322240.875bilinear-11.822-9.468+4
516vgg1155.90044.10078.76021.240132.862240.875bilinear-13.148-9.8760
517regnetx_00255.79044.21079.24020.7602.682240.875bicubic-12.960-9.3200
518tf_mobilenetv3_small_10054.53045.47077.01022.9902.542240.875bilinear-13.396-10.6660
519dla46x_c53.12046.88076.81023.1901.072240.875bilinear-12.856-10.178+1
520tf_mobilenetv3_small_07552.36047.64075.47024.5302.042240.875bilinear-13.360-10.666+1
521dla46_c52.02047.98075.73024.2701.302240.875bilinear-12.850-10.564+1
522tf_mobilenetv3_small_minimal_10049.56050.44072.82027.1802.042240.875bilinear-13.348-11.426+1