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

48 KiB

1modeltop1top1_errtop5top5_errparam_countimg_sizecropt_pctinterpolationtop1_difftop5_diffrank_diff
2ig_resnext101_32x48d79.64020.36089.39010.610828.412240.875bilinear-17.330-10.280+20
3ig_resnext101_32x32d79.46720.53389.19010.810468.532240.875bilinear-17.313-10.340+33
4ig_resnext101_32x16d78.81721.18388.46711.533194.032240.875bilinear-17.623-11.073+60
5tf_efficientnet_l2_ns_47576.47323.52788.65011.350480.314750.936bicubic-21.277-11.1700
6swsl_resnext101_32x16d76.30723.69387.74012.260194.032240.875bilinear-19.973-11.760+70
7ig_resnext101_32x8d75.80024.20086.21313.78788.792240.875bilinear-20.140-13.167+100
8swsl_resnext101_32x8d75.58724.41386.94013.06088.792240.875bilinear-20.653-12.650+74
9tf_efficientnet_l2_ns74.66025.34087.54312.457480.318000.960bicubic-23.120-12.347-5
10beit_large_patch16_38473.28026.72085.02314.977305.003841.000bicubic-24.530-14.767-8
11beit_large_patch16_51273.16326.83785.08014.920305.675121.000bicubic-24.617-14.740-8
12swsl_resnext101_32x4d72.66027.34085.16014.84044.182240.875bilinear-23.380-14.370+84
13beit_large_patch16_22471.04028.96083.42016.580304.432240.900bicubic-26.440-16.270-6
14swsl_resnext50_32x4d68.97031.03082.80317.19725.032240.875bilinear-26.630-16.637+117
15swsl_resnet5068.29731.70383.30016.70025.562240.875bilinear-26.903-16.090+149
16tf_efficientnet_b7_ns67.51032.49081.38318.61766.356000.949bicubic-29.690-18.317-2
17vit_large_patch16_38467.06332.93778.70721.293304.723841.000bicubic-30.357-21.073-8
18convnext_xlarge_384_in22ft1k66.95733.04379.69720.303350.203841.000bicubic-30.593-20.103-12
19swin_large_patch4_window12_38466.28333.71779.79020.210196.743841.000bicubic-30.897-19.890-4
20convnext_large_384_in22ft1k65.99734.00379.22320.777197.773841.000bicubic-31.443-20.557-12
21tf_efficientnet_b6_ns65.58734.41379.55720.44343.045280.942bicubic-31.433-20.153-1
22convnext_xlarge_in22ft1k65.42734.57378.23721.763350.202240.875bicubic-31.813-21.493-9
23vit_large_patch16_22464.34735.65376.19023.810304.332240.900bicubic-32.363-23.460+18
24convnext_large_in22ft1k64.20035.80077.58722.413197.772240.875bicubic-33.060-22.063-12
25vit_large_r50_s32_38464.10735.89375.85724.143329.093841.000bicubic-32.843-23.8530
26convnext_base_384_in22ft1k64.09735.90377.75722.24388.593841.000bicubic-33.183-22.013-15
27swin_large_patch4_window7_22463.86736.13378.17321.827196.532240.900bicubic-33.083-21.487-3
28beit_base_patch16_38463.61036.39078.11721.88386.743841.000bicubic-33.720-21.603-18
29swin_base_patch4_window12_38463.47036.53078.05721.94387.903841.000bicubic-33.650-21.723-12
30tf_efficientnet_b5_ns63.04736.95377.78322.21730.394560.934bicubic-33.823-21.8570
31vit_base_patch8_22462.19337.80775.61324.38786.582240.900bicubic-34.887-24.007-12
32convnext_base_in22ft1k61.99038.01076.01023.99088.592240.875bicubic-34.870-23.640-1
33tf_efficientnet_b4_ns61.23038.77076.17023.83019.343800.922bicubic-35.480-23.470+7
34tf_efficientnetv2_l_in21ft1k60.95039.05075.84024.160118.524801.000bicubic-36.160-23.870-16
35tf_efficientnetv2_xl_in21ft1k60.68039.32074.39325.607208.125121.000bicubic-36.470-25.227-19
36beit_base_patch16_22460.31739.68375.60324.39786.532240.900bicubic-36.343-24.057+9
37vit_base_patch16_38460.19039.81073.84026.16086.863841.000bicubic-36.830-25.870-16
38swin_base_patch4_window7_22459.53340.46774.23025.77087.772240.900bicubic-37.147-25.430+6
39tf_efficientnetv2_m_in21ft1k58.64041.36073.98326.01754.144801.000bicubic-38.330-25.627-16
40vit_large_r50_s32_22458.64041.36071.72028.280328.992240.900bicubic-37.540-27.810+45
41tf_efficientnet_b8_ap57.83042.17072.96027.04087.416720.954bicubic-38.720-26.580+11
42cait_m48_44857.48342.51771.86028.140356.464481.000bicubic-39.397-27.760-14
43cait_m36_38457.46742.53372.31327.687271.223841.000bicubic-39.363-27.347-11
44tf_efficientnet_b3_ns57.42042.58072.37727.62312.233000.904bicubic-38.680-27.103+45
45vit_base_patch16_22456.83343.16770.64029.36086.572240.900bicubic-39.467-28.920+29
46xcit_large_24_p8_384_dist56.35043.65071.32028.680188.933841.000bicubic-40.410-28.240-8
47xcit_large_24_p8_224_dist56.02743.97370.66329.337188.932241.000bicubic-40.613-28.7970
48xcit_large_24_p16_384_dist54.90745.09369.86330.137189.103841.000bicubic-42.033-29.647-22
49vit_base_r50_s16_38454.40345.59769.56730.43398.953841.000bicubic-42.047-30.093+14
50resnetv2_152x4_bitm54.32045.68070.17029.830936.534801.000bilinear-42.560-29.490-21
51xcit_large_24_p16_224_dist54.25745.74368.98031.020189.102241.000bicubic-42.063-30.520+21
52vit_small_r26_s32_38454.19745.80368.75331.24736.473841.000bicubic-41.863-30.797+43
53tf_efficientnet_b5_ap53.86746.13369.16030.84030.394560.934bicubic-42.213-30.380+37
54xcit_medium_24_p8_224_dist53.66046.34068.40731.59384.322241.000bicubic-42.860-31.103+2
55tf_efficientnet_b2_ns53.60046.40070.27029.7309.112600.890bicubic-41.920-29.070+84
56convnext_large53.56046.44068.18731.813197.772240.875bicubic-42.460-31.283+42
57tf_efficientnet_b6_ap53.56046.44068.55031.45043.045280.942bicubic-42.810-31.000+10
58cait_s36_38453.55346.44768.00731.99368.373841.000bicubic-43.077-31.593-10
59tf_efficientnet_b853.41346.58769.08730.91387.416720.954bicubic-43.287-30.443-17
60xcit_medium_24_p8_384_dist53.40746.59368.13731.86384.323841.000bicubic-43.373-31.483-25
61vit_base_patch32_38453.29746.70368.04031.96088.303841.000bicubic-42.603-31.400+49
62tf_efficientnet_b7_ap53.26346.73768.87731.12366.356000.949bicubic-43.087-30.713+7
63xcit_medium_24_p16_384_dist53.21746.78368.05031.95084.403841.000bicubic-43.483-31.550-20
64tf_efficientnetv2_s_in21ft1k53.13746.86368.99731.00321.463841.000bicubic-43.333-30.573-5
65tf_efficientnet_b4_ap53.09046.91068.21331.78719.343800.922bicubic-42.400-31.177+76
66regnetz_e853.01746.98367.13732.86357.703201.000bicubic-43.583-32.473-17
67dm_nfnet_f552.86747.13367.43032.570377.215440.954bicubic-43.943-32.240-34
68dm_nfnet_f652.44747.55367.11332.887438.365760.956bicubic-44.473-32.607-41
69tf_efficientnet_b752.39047.61068.23331.76766.356000.949bicubic-44.190-31.277-19
70tf_efficientnetv2_l52.38747.61367.24332.757118.524801.000bicubic-44.263-32.317-24
71xcit_small_24_p8_384_dist52.36047.64066.83333.16747.633841.000bicubic-44.450-32.797-37
72swsl_resnet1852.33747.66370.47729.52311.692240.875bilinear-38.743-27.733+429
73efficientnetv2_rw_m52.32747.67367.21032.79053.244161.000bicubic-43.943-32.350+4
74deit_base_distilled_patch16_38452.26047.74067.73332.26787.633841.000bicubic-44.250-31.857-17
75xcit_medium_24_p16_224_dist52.19747.80366.89333.10784.402241.000bicubic-44.063-32.507+4
76xcit_small_24_p8_224_dist52.19347.80766.76733.23347.632241.000bicubic-44.357-32.803-23
77dm_nfnet_f352.13047.87066.74733.253254.924160.940bicubic-44.600-32.883-38
78resnetv2_152x2_bit_teacher_38451.94048.06068.66331.337236.343841.000bicubic-44.250-30.837+6
79resmlp_big_24_224_in22ft1k51.89348.10768.47031.530129.142240.875bicubic-44.457-31.050-11
80xcit_small_24_p16_384_dist51.88348.11766.36033.64047.673841.000bicubic-44.457-33.220-10
81cait_s24_38451.78048.22066.31733.68347.063841.000bicubic-44.790-33.233-30
82resnetv2_152x2_bitm51.75348.24769.25330.747236.344481.000bilinear-44.767-30.337-27
83ecaresnet269d51.66748.33366.04733.953102.093521.000bicubic-44.793-33.563-22
84vit_base_patch16_224_miil51.55348.44765.20034.80086.542240.875bilinear-44.477-34.150+13
85convnext_base51.28048.72066.16733.83388.592240.875bicubic-44.670-33.213+21
86pit_b_distilled_22451.16348.83766.77333.22774.792240.900bicubic-44.907-32.607+6
87xcit_small_12_p8_384_dist51.09348.90765.83334.16726.213841.000bicubic-45.387-33.657-29
88dm_nfnet_f450.90349.09765.56034.440316.075120.951bicubic-45.877-34.050-51
89tf_efficientnet_b1_ns50.88049.12067.92332.0777.792400.882bicubic-43.980-31.327+114
90xcit_small_24_p16_224_dist50.73349.26765.01034.99047.672241.000bicubic-45.067-34.330+27
91tf_efficientnetv2_m50.56049.44066.00733.99354.144801.000bicubic-45.980-33.563-37
92xcit_small_12_p16_384_dist50.53049.47065.31034.69026.253841.000bicubic-45.800-34.180-21
93efficientnet_b450.50349.49765.71734.28319.343841.000bicubic-45.017-33.683+45
94xcit_small_12_p8_224_dist50.43349.56765.43334.56726.212241.000bicubic-45.527-33.987+11
95resnetv2_101x3_bitm50.40049.60067.79032.210387.934481.000bilinear-45.850-31.790-15
96ssl_resnext101_32x16d50.25049.75066.02033.980194.032240.875bilinear-45.160-33.390+52
97cait_s24_22450.23749.76365.01034.99046.922241.000bicubic-45.413-34.380+31
98eca_nfnet_l250.23349.76765.45334.54756.723841.000bicubic-46.217-34.177-36
99vit_small_patch16_38450.17049.83065.81034.19022.203841.000bicubic-45.810-33.780+4
100resnest269e50.15349.84764.67335.327110.934160.928bicubic-45.977-34.847-13
101tf_efficientnet_b3_ap50.06049.94065.20734.79312.233000.904bicubic-44.910-33.903+88
102deit_base_distilled_patch16_22450.05749.94366.23033.77087.342240.900bicubic-45.693-33.050+16
103resnest200e49.87350.12764.74335.25770.203200.909bicubic-46.197-34.737-10
104convnext_small49.58350.41764.88335.11750.222240.875bicubic-46.047-34.377+26
105cait_xs24_38449.52750.47364.89735.10326.673841.000bicubic-46.483-34.533-6
106tf_efficientnet_b549.52050.48065.65034.35030.394560.934bicubic-46.460-33.800-4
107resnetv2_152x2_bit_teacher49.47750.52365.61734.383236.342240.875bicubic-46.273-33.813+13
108resnet200d49.47050.53064.33035.67064.693201.000bicubic-46.640-35.130-20
109xcit_small_12_p16_224_dist49.42050.58063.85336.14726.252241.000bicubic-46.320-35.447+12
110resnest101e49.36750.63365.59734.40348.282560.875bilinear-46.193-33.673+24
111resnet152d49.24750.75364.41035.59060.213201.000bicubic-46.623-35.020+2
112seresnet152d49.24750.75364.18035.82066.843201.000bicubic-47.063-35.330-39
113vit_base_patch32_22449.24350.75764.34035.66088.222240.900bicubic-45.147-34.720+140
114xcit_large_24_p8_22449.24050.76062.84037.160188.932241.000bicubic-46.840-36.310-23
115ssl_resnext101_32x8d49.09750.90365.48334.51788.792240.875bilinear-46.233-33.827+41
116resmlp_big_24_distilled_22449.09350.90765.47034.530129.142240.875bicubic-46.777-33.970-4
117repvgg_b348.92751.07364.88035.120123.092240.875bilinear-45.633-34.030+121
118resnetrs42048.86051.14063.42036.580191.894161.000bicubic-47.540-36.120-53
119efficientnetv2_rw_s48.59751.40363.83736.16323.943841.000bicubic-47.103-35.543+7
120regnetz_d3248.59051.41065.19334.80727.583200.950bicubic-47.270-34.237-5
121efficientnet_b348.56351.43764.24735.75312.233201.000bicubic-46.567-34.963+48
122ecaresnet101d48.54051.46064.09735.90344.572240.875bicubic-46.620-35.133+44
123dm_nfnet_f248.37351.62763.23336.767193.783520.920bicubic-48.087-36.307-63
124vit_small_r26_s32_22448.36051.64063.80736.19336.432240.900bicubic-46.770-35.413+47
125repvgg_b3g448.31351.68764.79335.20783.832240.875bilinear-46.187-34.227+120
126vit_large_patch32_38448.25051.75061.82738.173306.633841.000bicubic-46.990-37.493+34
127convit_base48.22051.78063.00736.99386.542240.875bicubic-46.880-36.133+48
128resnetrs35048.06051.94062.65037.350163.963841.000bicubic-48.180-36.820-47
129regnetz_d848.01351.98764.42035.58023.373201.000bicubic-47.997-35.100-29
130twins_svt_large47.94752.05362.91037.09099.272240.900bicubic-47.773-36.380-8
131repvgg_b2g447.79752.20364.38335.61761.762240.875bilinear-46.013-34.547+187
132mixer_b16_224_miil47.78352.21763.39736.60359.882240.875bilinear-47.097-35.683+67
133eca_nfnet_l147.64752.35362.76337.23741.413201.000bicubic-48.283-36.727-25
134resnetv2_50x3_bitm47.59352.40765.60334.397217.324481.000bilinear-48.677-34.027-56
135pit_s_distilled_22447.55052.45063.50036.50024.042240.900bicubic-47.200-35.680+76
136resnest50d_4s2x40d47.48352.51763.81036.19030.422240.875bicubic-47.227-35.320+80
137efficientnet_b3_pruned47.45052.55062.80737.1939.863000.904bicubic-47.130-36.263+97
138crossvit_18_dagger_40847.38752.61360.93739.06344.614081.000bicubic-48.743-38.533-52
139xcit_small_24_p8_22447.29352.70760.99039.01047.632241.000bicubic-48.617-38.190-30
140tresnet_m47.22752.77361.99738.00331.392240.875bilinear-48.153-37.153+13
141tf_efficientnet_b647.21052.79063.11336.88743.045280.942bicubic-49.080-36.407-66
142convnext_tiny47.20052.80063.19336.80728.592240.875bicubic-47.790-36.007+43
143ssl_resnext101_32x4d47.16752.83363.37336.62744.182240.875bilinear-47.993-35.937+24
144resnetrs27047.11052.89062.00737.993129.863521.000bicubic-48.950-37.473-50
145tf_efficientnet_b447.07752.92362.86737.13319.343800.922bicubic-48.513-36.463-13
146xcit_small_12_p8_22446.98353.01760.53039.47026.212241.000bicubic-48.437-38.670+1
147xcit_large_24_p16_22446.95753.04360.66739.333189.102241.000bicubic-47.993-38.433+44
148resnet101d46.89353.10762.31737.68344.573201.000bicubic-48.857-37.123-29
149resnetrs20046.83753.16362.49037.51093.213201.000bicubic-49.153-36.950-48
150resnet15246.78353.21760.41739.58360.192240.950bicubic-48.777-38.853-15
151gluon_seresnext101_64x4d46.67053.33061.29738.70388.232240.875bicubic-47.990-37.683+71
152twins_pcpvt_large46.62353.37762.24037.76060.992240.900bicubic-49.097-37.250-29
153dm_nfnet_f146.54353.45761.40338.597132.633200.910bicubic-49.837-38.067-87
154xcit_medium_24_p8_22446.47353.52759.64740.35384.322241.000bicubic-49.397-39.433-40
155crossvit_15_dagger_40846.46353.53760.47739.52328.504081.000bicubic-49.357-38.833-39
156fbnetv3_g46.33353.66762.40737.59316.622880.950bilinear-48.797-36.793+14
157tresnet_xl46.27753.72361.94738.05378.442240.875bilinear-48.783-37.313+25
158xcit_tiny_24_p8_384_dist46.26353.73760.70739.29312.113841.000bicubic-49.977-38.733-75
159xcit_tiny_24_p8_224_dist46.25353.74760.60339.39712.112241.000bicubic-49.207-38.757-14
160gernet_m46.17753.82362.70037.30021.142240.875bilinear-48.373-36.230+79
161deit_small_distilled_patch16_22446.16753.83362.40737.59322.442240.900bicubic-48.433-36.693+68
162regnety_16046.16353.83761.84338.15783.592881.000bicubic-49.717-37.717-51
163crossvit_base_24046.13353.86760.22739.773105.032400.875bicubic-48.937-38.753+16
164resnest50d_1s4x24d46.08753.91362.37337.62725.682240.875bicubic-48.303-36.697+88
165tf_efficientnet_b0_ns46.04753.95363.24336.7575.292240.875bicubic-47.693-35.737+164
166jx_nest_base46.04053.96060.09339.90767.722240.875bicubic-49.500-39.207-30
167resnet51q46.03053.97060.90739.09335.702881.000bilinear-49.170-38.373-4
168vit_small_patch16_22446.00353.99761.82738.17322.052240.900bicubic-48.877-37.443+32
169resnest50d45.94054.06062.63737.36327.482240.875bilinear-48.680-36.343+57
170crossvit_18_24045.90754.09360.37039.63043.272400.875bicubic-49.163-38.750+8
171regnety_03245.89354.10761.53738.46319.442881.000bicubic-49.587-37.783-29
172twins_pcpvt_base45.88754.11361.34338.65743.832240.900bicubic-49.573-38.047-28
173twins_svt_base45.87354.12760.96739.03356.072240.900bicubic-49.697-38.263-40
174levit_38445.87054.13061.70038.30039.132240.900bicubic-49.340-37.460-12
175crossvit_18_dagger_24045.85054.15059.92740.07344.272400.875bicubic-49.340-39.193-10
176crossvit_15_dagger_24045.69754.30360.08739.91328.212400.875bicubic-49.283-39.073+10
177regnetz_c1645.69054.31062.51737.48313.463200.940bicubic-49.700-36.793-26
178convmixer_1536_2045.66054.34061.76738.23351.632240.960bicubic-49.310-37.403+9
179gc_efficientnetv2_rw_t45.65054.35060.19739.80313.682881.000bicubic-49.630-39.023-21
180efficientnetv2_rw_t45.60054.40060.18739.81313.652881.000bicubic-49.470-39.033+1
181gluon_seresnext101_32x4d45.59754.40361.15038.85048.962240.875bicubic-48.853-37.940+66
182xcit_tiny_24_p16_384_dist45.57754.42360.51039.49012.123841.000bicubic-49.903-38.850-39
183xcit_small_24_p16_22445.53754.46358.90341.09747.672241.000bicubic-49.543-40.127-7
184xcit_medium_24_p16_22445.53054.47059.00041.00084.402241.000bicubic-49.600-39.920-12
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261gcresnet50t42.79757.20359.18340.81725.902560.900bicubic-51.823-39.937-33
262gluon_xception6542.78757.21358.81741.18339.922990.903bicubic-51.233-40.203+31
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266xcit_tiny_12_p16_384_dist42.58757.41358.09041.9106.723841.000bicubic-51.943-41.080-24
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268seresnet5042.51757.48358.68041.32028.092240.875bicubic-51.563-40.280+20
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270resnetrs10142.44357.55757.28742.71363.622880.940bicubic-52.807-41.923-111
271jx_nest_tiny42.32757.67357.04742.95317.062240.875bicubic-52.623-41.783-79
272tf_efficientnetv2_b342.31357.68757.93342.06714.363000.904bicubic-52.807-41.267-99
273convmixer_1024_20_ks9_p1442.27757.72359.71340.28724.382240.960bicubic-50.073-38.707+177
274dpn9842.27357.72756.87743.12361.572240.875bicubic-51.647-42.043+29
275deit_small_patch16_22442.27057.73058.01041.99022.052240.900bicubic-51.720-40.950+22
276xcit_tiny_24_p16_22442.26357.73756.83343.16712.122241.000bicubic-51.587-42.067+36
277tf_efficientnet_cc_b1_8e42.23057.77058.42041.58039.722400.882bicubic-51.340-40.270+78
278legacy_senet15442.20357.79756.59343.407115.092240.875bilinear-52.527-42.507-66
279cait_xxs24_38442.17757.82357.46042.54012.033841.000bicubic-52.763-41.670-86
280tf_efficientnet_b242.11757.88358.19341.8079.112600.890bicubic-52.093-40.837-8
281gluon_resnext50_32x4d42.04357.95757.66342.33725.032240.875bicubic-51.607-41.287+60
282resnext50_32x4d41.97058.03056.75343.24725.032240.950bicubic-52.600-42.047-46
283ecaresnet50d_pruned41.95358.04758.21041.79019.942240.875bicubic-51.867-40.790+33
284efficientnet_b241.93358.06758.29341.7079.112881.000bicubic-52.437-40.757-28
285xcit_tiny_12_p16_224_dist41.93358.06757.23342.7676.722241.000bicubic-51.407-41.507+94
286hrnet_w6441.63758.36357.12342.877128.062240.875bilinear-52.203-41.807+28
287dla102x241.63758.36357.95742.04341.282240.875bilinear-52.363-41.073+10
288gluon_senet15441.62358.37756.38343.617115.092240.875bicubic-53.087-42.587-74
289inception_v441.57358.42755.38344.61742.682990.875bicubic-52.807-43.437-35
290haloregnetz_b41.54358.45757.08342.91711.682240.940bicubic-52.977-42.087-46
291efficientnet_em41.49758.50358.87741.1236.902400.882bicubic-52.243-40.053+37
292efficientnet_el41.49358.50758.30341.69710.593000.904bicubic-53.177-40.827-71
293tf_efficientnet_cc_b0_8e41.49058.51057.37342.62724.012240.875bicubic-51.380-41.087+122
294halo2botnet50ts_25641.47758.52356.20043.80022.642560.950bicubic-53.533-42.780-111
295swin_tiny_patch4_window7_22441.45358.54757.31042.69028.292240.900bicubic-53.167-41.720-68
296cait_xxs24_22441.39058.61057.52042.48011.962241.000bicubic-52.100-41.250+68
297resnetv2_5041.38058.62056.76343.23725.552240.950bicubic-52.890-42.167-32
298tv_resnet15241.33358.66757.51742.48360.192240.875bilinear-51.907-41.233+89
299xception7141.27758.72355.88044.12042.342990.903bicubic-52.603-43.070+10
300dpn9241.27358.72756.33043.67037.672240.875bicubic-52.907-42.600-25
301gcresnext50ts41.27058.73057.14342.85715.672560.900bicubic-53.140-41.847-51
302adv_inception_v341.26758.73356.31743.68323.832990.875bicubic-51.743-42.513+99
303gernet_s41.25058.75058.83041.1708.172240.875bilinear-51.190-39.670+141
304resnetblur5041.07358.92757.08342.91725.562240.875bicubic-52.637-41.717+28
305nf_regnet_b141.01058.99058.11741.88310.222880.900bicubic-52.870-40.623+3
306gluon_resnet50_v1d40.97059.03057.14342.85725.582240.875bicubic-52.560-41.567+52
307fbnetv3_b40.95059.05058.66041.3408.602560.950bilinear-52.700-40.030+33
308gluon_inception_v340.90359.09755.61744.38323.832990.875bicubic-52.637-43.213+49
309ese_vovnet39b40.87059.13056.94743.05324.572240.875bicubic-52.980-41.813+4
310levit_19240.84059.16056.69343.30710.952240.900bicubic-52.870-42.127+25
311resnet34d40.81059.19056.53343.46721.822240.875bicubic-51.830-41.887+120
312regnety_32040.80359.19756.11043.890145.052240.875bicubic-53.717-42.850-69
313xception40.76759.23356.38343.61722.862990.897bicubic-52.873-42.377+29
314resnet50_gn40.74059.26055.74344.25725.562240.940bicubic-53.440-43.177-38
315lamhalobotnet50ts_25640.73759.26356.10043.90022.572560.950bicubic-54.043-42.880-108
316skresnext50_32x4d40.69359.30756.03743.96327.482240.875bicubic-53.257-42.793-16
317gluon_resnet101_v1b40.67759.32356.12343.87744.552240.875bicubic-53.093-42.567+7
318hrnet_w4040.67059.33056.75743.24357.562240.875bilinear-53.040-42.043+13
319resmlp_24_22440.64359.35756.57043.43030.022240.875bicubic-52.797-42.240+49
320repvgg_b140.59059.41057.83342.16757.422240.875bilinear-52.820-40.957+54
321halonet50ts40.57759.42355.20344.79722.732560.940bicubic-54.133-43.617-106
322tf_efficientnet_lite340.57059.43056.48043.5208.203000.904bilinear-53.550-42.480-37
323tresnet_m_44840.52759.47356.70343.29731.394480.875bilinear-54.123-42.447-98
324xcit_tiny_12_p8_22440.52759.47355.62044.3806.712241.000bicubic-53.833-43.450-66
325dla16940.50359.49757.26042.74053.392240.875bilinear-53.297-41.650-4
326pit_xs_22440.49059.51056.54043.46010.622240.900bicubic-52.420-42.230+83
327repvgg_b240.46759.53357.77342.22789.022240.875bilinear-53.123-41.297+25
328regnetx_32040.45059.55055.66344.337107.812240.875bicubic-53.770-43.387-57
329coat_mini40.42759.57355.15744.84310.342240.900bicubic-54.343-43.923-120
330skresnet3440.39759.60356.73743.26322.282240.875bicubic-52.173-41.783+107
331efficientnet_el_pruned40.39059.61056.90343.09710.593000.904bicubic-53.690-42.117-44
332efficientnet_b2_pruned40.38059.62056.53743.4638.312600.890bicubic-53.420-42.303-12
333resnet5040.37359.62754.67045.33025.562240.950bicubic-53.557-43.800-31
334wide_resnet101_240.37359.62755.78344.217126.892240.875bilinear-53.347-43.027-4
335legacy_seresnext101_32x4d40.35059.65054.82745.17348.962240.875bilinear-53.770-44.143-51
336coat_lite_mini40.34759.65355.70744.29311.012240.900bicubic-53.113-43.073+30
337sebotnet33ts_25640.34059.66053.20746.79313.702560.940bicubic-53.970-45.393-75
338tf_efficientnet_b0_ap40.34059.66056.77743.2235.292240.875bicubic-52.270-41.593+95
339regnetx_16040.27059.73056.06043.94054.282240.875bicubic-53.620-43.030-34
340xception6540.27059.73055.27744.72339.922990.903bicubic-53.490-43.583-14
341densenet20140.26759.73356.70043.30020.012240.875bicubic-52.423-41.950+84
342resnext50d_32x4d40.16359.83755.48744.51325.052240.875bicubic-53.647-43.253-23
343eca_resnet33ts40.13059.87056.99743.00319.682560.900bicubic-53.730-41.893-32
344vit_base_patch16_224_sam40.10359.89755.43044.57086.572240.900bicubic-53.787-43.460-37
345hrnet_w4840.09759.90356.64043.36077.472240.875bilinear-53.933-42.400-53
346legacy_seresnet15240.05059.95055.81344.18766.822240.875bilinear-53.390-43.037+21
347hrnet_w3040.03059.97057.11742.88337.712240.875bilinear-53.360-41.713+29
348regnetz_b1640.00060.00055.63044.3709.722880.940bicubic-54.680-43.530-128
349regnetx_08039.99360.00755.96744.03339.572240.875bicubic-53.797-42.933-27
350tf_efficientnet_b139.98060.02056.13043.8707.792400.882bicubic-53.730-42.680-17
351gluon_resnet101_v1c39.95060.05055.31044.69044.572240.875bicubic-53.740-43.450-15
352resmlp_12_distilled_22439.85060.15057.44742.55315.352240.875bicubic-53.020-41.173+62
353seresnet33ts39.82760.17356.51743.48319.782560.900bicubic-54.443-42.263-86
354tf_efficientnetv2_b039.77760.22356.28743.7137.142240.875bicubic-53.283-42.413+40
355res2net50_26w_8s39.76760.23354.90745.09348.402240.875bilinear-53.653-43.783+18
356lambda_resnet50ts39.73360.26754.35045.65021.542560.950bicubic-54.837-44.300-121
357res2net101_26w_4s39.71360.28754.55345.44745.212240.875bilinear-53.807-44.047+3
358regnetx_12039.69060.31055.65044.35046.112240.875bicubic-54.570-43.540-89
359hrnet_w4439.67360.32755.32744.67367.062240.875bilinear-53.937-43.623-11
360vit_small_patch32_22439.67060.33055.25344.74722.882240.900bicubic-52.490-43.257+100
361resmlp_big_24_22439.62360.37754.82745.173129.142240.875bicubic-54.647-43.993-97
362densenet16139.61760.38356.14043.86028.682240.875bicubic-53.273-42.670+50
363mixnet_xl39.61060.39055.88044.12011.902240.875bicubic-54.620-42.940-93
364xception4139.60360.39755.03344.96726.972990.903bicubic-53.877-43.717+1
365tf_efficientnetv2_b139.57060.43055.34744.6538.142400.882bicubic-54.140-43.453-31
366dla102x39.56360.43756.30743.69326.312240.875bilinear-53.957-42.543-7
367gcresnet33ts39.55060.45055.82344.17719.882560.900bicubic-54.270-43.087-50
368xcit_tiny_12_p16_22439.54760.45355.02344.9776.722241.000bicubic-52.913-43.607+75
369sehalonet33ts39.53760.46354.00345.99713.692560.940bicubic-54.993-44.757-128
370rexnet_13039.48760.51356.63343.3677.562240.875bicubic-54.193-42.077-32
371hrnet_w3239.46360.53756.13043.87041.232240.875bilinear-53.487-42.710+35
372levit_12839.43760.56355.36344.6379.212240.900bicubic-53.603-43.317+23
373resnetv2_50x1_bitm39.43060.57057.85342.14725.554481.000bilinear-55.320-41.327-163
374densenetblur121d39.38360.61756.63743.3638.002240.875bicubic-53.017-41.773+74
375regnety_06439.38360.61755.78744.21330.582240.875bicubic-54.747-43.243-93
376regnety_12039.35760.64355.27344.72751.822240.875bicubic-54.653-43.757-81
377tf_efficientnet_el39.30760.69355.37744.62310.593000.904bicubic-55.053-43.723-120
378tv_resnet10139.29060.71055.79344.20744.552240.875bilinear-53.590-42.867+35
379tf_inception_v339.24060.76054.31045.69023.832990.875bicubic-53.960-44.170+9
380gluon_resnet50_v1s39.23060.77055.01344.98725.682240.875bicubic-54.360-43.827-29
381tf_efficientnetv2_b239.17060.83054.56745.43310.102600.890bicubic-54.900-44.363-91
382densenet16939.16360.83755.84344.15714.152240.875bicubic-53.127-42.747+71
383legacy_seresnet10139.02760.97355.00344.99749.332240.875bilinear-54.243-43.697-1
384efficientnet_b1_pruned39.01060.99055.64044.3606.332400.882bicubic-53.960-42.880+20
385repvgg_b1g438.99761.00356.35043.65039.972240.875bilinear-54.033-42.360+12
386crossvit_9_dagger_24038.97061.03054.86345.1378.782400.875bicubic-53.780-43.647+37
387inception_v338.96061.04053.84746.15323.832990.875bicubic-53.940-44.483+24
388dpn6838.94361.05754.94745.05312.612240.875bicubic-53.317-43.663+67
389resnet33ts38.92761.07355.58044.42019.682560.900bicubic-54.703-43.180-46
390regnety_08038.92061.08055.21044.79039.182240.875bicubic-54.970-43.790-84
391legacy_seresnext50_32x4d38.89361.10754.60345.39727.562240.875bilinear-54.537-44.197-20
392dla10238.84061.16055.32044.68033.272240.875bilinear-54.420-43.450-9
393regnety_04038.81061.19055.56044.44020.652240.875bicubic-54.800-43.180-44
394densenet12138.78761.21356.28043.7207.982240.875bicubic-53.153-42.000+73
395resnet32ts38.77361.22755.81344.18717.962560.900bicubic-54.797-42.937-41
396regnetx_04038.70761.29355.35044.65022.122240.875bicubic-54.973-43.590-59
397res2net50_14w_8s38.69361.30754.07345.92725.062240.875bilinear-54.337-44.747+1
398res2net50_26w_6s38.69061.31053.76046.24037.052240.875bilinear-54.920-45.200-52
399regnetx_03238.69061.31055.16344.83715.302240.875bicubic-54.560-43.567-14
400selecsls6038.61761.38355.63044.37030.672240.875bicubic-54.393-42.8600
401dla60x38.61361.38755.38344.61717.352240.875bilinear-54.577-43.327-12
402tf_efficientnet_b038.61361.38755.95744.0435.292240.875bicubic-53.787-42.513+47
403dla60_res2net38.59761.40354.55745.44320.852240.875bilinear-54.783-44.303-26
404selecsls60b38.57061.43055.30744.69332.772240.875bicubic-54.930-43.533-41
405repvgg_a238.56061.44055.76344.23728.212240.875bilinear-54.120-42.757+22
406hardcorenas_f38.50761.49355.66344.3378.202240.875bilinear-54.473-42.957-3
407dla60_res2next38.45361.54754.95345.04717.032240.875bilinear-55.117-43.837-54
408resmlp_12_22438.44361.55756.32343.67715.352240.875bicubic-53.677-42.247+53
409regnetx_06438.42761.57354.99345.00726.212240.875bicubic-55.193-44.057-63
410gluon_resnet50_v1b38.41361.58754.81045.19025.562240.875bicubic-54.147-43.740+28
411tf_efficientnet_cc_b0_4e38.40761.59355.15044.85013.312240.875bicubic-54.433-43.290+7
412hrnet_w1838.26761.73355.64044.36021.302240.875bilinear-54.483-43.020+12
413tinynet_a38.22061.78055.18044.8206.191920.875bicubic-54.570-43.380+9
414mixnet_l38.15761.84354.75345.2477.332240.875bicubic-55.113-43.987-33
415hardcorenas_e38.13061.87055.16344.8378.072240.875bilinear-54.820-43.407-10
416efficientnet_b138.08761.91354.01045.9907.792561.000bicubic-54.943-44.690-17
417coat_lite_tiny38.06361.93753.46746.5335.722240.900bicubic-54.797-45.163-1
418gmixer_24_22438.05761.94352.08347.91724.722240.875bicubic-54.623-46.197+8
419resnetrs5037.95762.04353.31046.69035.692240.910bicubic-56.063-45.540-125
420hardcorenas_c37.88762.11355.72044.2805.522240.875bilinear-54.443-42.630+31
421gluon_resnet50_v1c37.85062.15054.11745.88325.582240.875bicubic-55.070-44.573-14
422res2net50_26w_4s37.81762.18353.08046.92025.702240.875bilinear-55.363-45.590-32
423efficientnet_es37.77762.22354.97745.0235.442240.875bicubic-55.143-43.733-15
424resnest14d37.77362.22756.46343.53710.612240.875bilinear-53.347-41.867+73
425tv_resnext50_32x4d37.74362.25754.10045.90025.032240.875bilinear-55.167-44.620-15
426resnet26t37.69762.30355.25744.74316.012560.940bicubic-54.973-43.323+4
427ecaresnet26t37.64362.35754.35045.65016.013200.950bicubic-56.307-44.570-128
428hardcorenas_d37.55062.45054.72745.2737.502240.875bilinear-55.050-43.703+6
429res2next5037.48762.51352.86747.13324.672240.875bilinear-55.653-45.783-37
430resnet3437.45362.54754.30045.70021.802240.875bilinear-53.747-43.940+62
431pit_ti_distilled_22437.32762.67355.13344.8675.102240.900bicubic-53.573-43.087+73
432lambda_resnet26t37.29362.70753.56746.43310.962560.940bicubic-56.107-45.173-57
433hardcorenas_b37.23062.77055.06744.9335.182240.875bilinear-54.700-43.333+35
434mobilenetv3_large_100_miil37.21362.78753.51346.4875.482240.875bilinear-55.037-44.737+22
435eca_halonext26ts37.17762.82353.11746.88310.762560.940bicubic-56.383-45.563-79
436res2net50_48w_2s37.12362.87753.34346.65725.292240.875bilinear-55.667-45.137-15
437lambda_resnet26rpt_25637.07762.92353.84046.16010.992560.940bicubic-56.353-45.040-67
438dla6037.07362.92754.20345.79722.042240.875bilinear-55.597-44.427-10
439bat_resnext26ts37.06362.93753.74746.25310.732560.900bicubic-56.037-44.983-46
440rexnet_10037.05762.94354.03045.9704.802240.875bicubic-55.783-44.590-23
441regnety_01637.01362.98754.08345.91711.202240.875bicubic-55.987-44.597-39
442tf_mixnet_l36.97763.02352.57747.4237.332240.875bicubic-56.063-45.963-46
443botnet26t_25636.97063.03053.07346.92712.492560.950bicubic-56.460-45.587-74
444legacy_seresnet5036.87363.12753.47346.52728.092240.875bilinear-55.797-45.177-15
445halonet26t36.84363.15752.29047.71012.482560.950bicubic-56.757-46.350-95
446tv_densenet12136.80763.19354.03045.9707.982240.875bicubic-54.603-44.220+39
447tf_efficientnet_lite236.80363.19753.32346.6776.092600.890bicubic-55.777-45.227-11
448mobilenetv2_120d36.78363.21754.04745.9535.832240.875bicubic-55.827-44.453-16
449tf_efficientnet_lite136.74063.26053.58746.4135.422400.882bicubic-55.570-44.903+3
450regnetx_01636.68063.32053.30746.6939.192240.875bicubic-55.860-45.243-11
451eca_botnext26ts_25636.67063.33052.47747.52310.592560.950bicubic-56.690-46.223-73
452hardcorenas_a36.64363.35754.91045.0905.262240.875bilinear-54.977-43.260+25
453levit_128s36.62363.37753.13746.8637.782240.900bicubic-54.877-45.263+27
454efficientnet_b036.60363.39753.48746.5135.292240.875bicubic-55.877-45.193-14
455vit_base_patch32_224_sam36.54763.45353.04346.95788.222240.900bicubic-53.313-44.557+66
456xcit_nano_12_p8_224_dist36.54063.46052.88347.1173.052241.000bicubic-55.880-45.647-10
457tf_efficientnet_em36.37063.63052.84347.1576.902400.882bicubic-56.810-45.827-66
458skresnet1836.32063.68054.19345.80711.962240.875bicubic-53.850-43.587+59
459repvgg_b036.27763.72354.05045.95015.822240.875bilinear-55.403-44.400+15
460tv_resnet5036.18363.81752.80747.19325.562240.875bilinear-55.937-45.613+2
461xcit_nano_12_p16_384_dist36.15063.85053.25346.7473.053841.000bicubic-55.960-45.267+2
462legacy_seresnet3436.14063.86052.55347.44721.962240.875bilinear-55.340-45.647+19
463coat_tiny36.12363.87751.06048.9405.502240.900bicubic-57.387-47.630-102
464tv_resnet3436.08763.91353.53346.46721.802240.875bilinear-54.203-44.447+51
465deit_tiny_distilled_patch16_22436.02763.97354.23045.7705.912240.900bicubic-55.083-44.040+34
466mobilenetv2_14036.01763.98353.95046.0506.112240.875bicubic-56.033-44.300-1
467tf_efficientnet_lite035.92764.07353.47046.5304.652240.875bicubic-55.373-44.620+20
468seresnext26ts35.82764.17353.93046.07010.392560.900bicubic-56.983-44.670-48
469selecsls42b35.81764.18352.49747.50332.462240.875bicubic-56.663-45.943-28
470xcit_nano_12_p8_384_dist35.77764.22352.30047.7003.053841.000bicubic-57.503-46.550-90
471gluon_resnet34_v1b35.76764.23352.18347.81721.802240.875bicubic-55.333-45.997+29
472dla3435.64064.36052.78347.21715.742240.875bilinear-55.590-45.397+18
473mixnet_m35.63764.36352.43347.5675.012240.875bicubic-56.633-45.917-19
474efficientnet_lite035.63364.36753.65346.3474.652240.875bicubic-55.617-44.597+15
475ssl_resnet1835.59064.41053.73746.26311.692240.875bilinear-55.110-44.293+32
476mobilenetv3_rw35.54764.45353.71346.2875.482240.875bicubic-55.993-44.557+3
477efficientnet_es_pruned35.39764.60352.84347.1575.442240.875bicubic-56.313-45.567-4
478mobilenetv2_110d35.28764.71352.83747.1634.522240.875bicubic-56.063-45.353+8
479tf_mixnet_m35.18764.81350.98349.0175.012240.875bicubic-57.013-47.437-20
480hrnet_w18_small_v235.17764.82352.42047.58015.602240.875bilinear-55.993-45.920+13
481resnet18d35.12764.87352.89347.10711.712240.875bicubic-54.863-44.937+38
482xcit_nano_12_p16_224_dist35.12764.87352.55047.4503.052241.000bicubic-55.043-45.210+36
483eca_resnext26ts35.05764.94352.30347.69710.302560.900bicubic-57.353-46.317-36
484resnext26ts35.04364.95753.42046.58010.302560.900bicubic-57.177-44.830-27
485convit_tiny35.04364.95751.77348.2275.712240.875bicubic-55.507-46.447+25
486gcresnext26ts34.93765.06351.66748.33310.482560.900bicubic-57.533-46.823-44
487tinynet_b34.87365.12752.01747.9833.731880.875bicubic-56.257-46.053+9
488ese_vovnet19b_dw34.82365.17752.04747.9536.542240.875bicubic-57.187-46.463-22
489regnety_00834.80765.19351.75048.2506.262240.875bicubic-57.103-46.670-20
490pit_ti_22434.67765.32352.15047.8504.852240.900bicubic-55.763-45.860+23
491crossvit_9_24034.60365.39751.76748.2338.552400.875bicubic-56.447-46.543+11
492mobilenetv3_large_10034.60365.39752.86347.1375.482240.875bicubic-56.877-45.457-10
493seresnext26d_32x4d34.54365.45751.55048.45016.812240.875bicubic-57.887-46.990-48
494seresnext26t_32x4d34.53765.46351.38048.62016.812240.875bicubic-58.283-47.180-75
495mixer_b16_22434.43065.57048.08051.92059.882240.875bicubic-56.710-49.3200
496resnet26d34.28065.72051.69348.30716.012240.875bicubic-57.970-46.757-39
497tf_efficientnet_es34.26065.74051.35748.6435.442240.875bicubic-57.840-47.073-33
498fbnetc_10034.25365.74751.19048.8105.572240.875bilinear-57.007-46.640-10
499regnety_00634.15765.84351.27348.7276.062240.875bicubic-57.403-47.157-21
500tf_mobilenetv3_large_10033.95066.05051.48048.5205.482240.875bilinear-57.470-46.780-16
501semnasnet_07533.79066.21052.42047.5802.912240.875bicubic-56.410-45.550+15
502regnetx_00833.77366.22750.54049.4607.262240.875bicubic-57.387-47.840-8
503mnasnet_10033.76366.23751.17748.8234.382240.875bicubic-57.437-46.873-12
504lcnet_10033.75766.24352.10047.9002.952240.875bicubic-55.193-45.280+28
505vit_tiny_r_s16_p8_38433.65366.34750.68749.3136.363841.000bicubic-58.077-47.743-33
506xcit_nano_12_p8_22433.57766.42350.22749.7733.052241.000bicubic-57.543-48.013-8
507vit_tiny_patch16_38433.54366.45751.07348.9275.793841.000bicubic-59.887-47.757-135
508semnasnet_10033.52066.48050.77749.2233.892240.875bicubic-58.140-47.493-32
509resnet2633.50766.49350.92049.08016.002240.875bicubic-57.943-47.350-26
510mixnet_s33.48766.51350.99349.0074.132240.875bicubic-58.293-47.307-39
511spnasnet_10033.48366.51751.26748.7334.422240.875bilinear-57.117-46.683-3
512crossvit_tiny_24033.36066.64049.89750.1037.012400.875bicubic-57.180-48.053-2
513vgg19_bn33.23066.77050.80349.197143.682240.875bilinear-57.760-47.307-10
514ghostnet_10033.20766.79351.15748.8435.182240.875bilinear-57.233-46.673-2
515regnetx_00633.14766.85350.25349.7476.202240.875bicubic-57.623-47.847-10
516resnet1833.06766.93351.18048.82011.692240.875bilinear-55.083-45.940+21
517xcit_nano_12_p16_22432.95767.04349.99350.0073.052241.000bicubic-56.013-47.397+14
518legacy_seresnext26_32x4d32.76067.24049.25350.74716.792240.875bicubic-59.820-49.157-83
519hrnet_w18_small32.66367.33750.59349.40713.192240.875bilinear-57.217-47.307+1
520deit_tiny_patch16_22432.65767.34350.26749.7335.722240.900bicubic-56.963-47.693+4
521legacy_seresnet1832.59367.40750.32349.67711.782240.875bicubic-56.667-47.357+7
522mobilenetv2_10032.51767.48350.80049.2003.502240.875bicubic-57.313-47.0300
523regnetx_00432.51367.48749.33750.6635.162240.875bicubic-56.957-48.433+2
524gluon_resnet18_v1b32.40767.59349.72750.27311.692240.875bicubic-56.253-47.373+9
525regnety_00432.32367.67749.44750.5534.342240.875bicubic-58.447-48.633-19
526tf_mixnet_s32.18367.81748.49351.5074.132240.875bicubic-59.497-49.747-51
527vit_tiny_patch16_22432.02367.97749.01750.9835.722240.900bicubic-59.887-49.323-57
528tf_mobilenetv3_large_07531.86768.13349.12050.8803.992240.875bilinear-58.453-48.750-14
529tf_mobilenetv3_large_minimal_10031.59768.40349.34050.6603.922240.875bilinear-57.573-47.980+1
530vit_tiny_r_s16_p8_22430.80369.19747.64752.3536.342240.900bicubic-58.547-50.053-3
531tinynet_c30.51069.49048.48051.5202.461840.875bicubic-57.910-48.780+3
532lcnet_07530.37069.63048.76351.2372.362240.875bicubic-56.570-47.767+11
533vgg16_bn30.35769.64347.25752.743138.372240.875bilinear-60.183-50.733-22
534mnasnet_small29.99770.00348.65051.3502.032240.875bicubic-54.923-47.280+14
535regnety_00229.69070.31046.81353.1873.162240.875bicubic-58.500-50.607+1
536vgg13_bn28.89371.10746.73753.263133.052240.875bilinear-60.307-50.783-7
537regnetx_00228.86071.14045.42054.5802.682240.875bicubic-58.520-51.570+2
538mobilenetv2_05028.68071.32046.59753.4031.972240.875bicubic-56.310-49.023+9
539vgg1928.57771.42345.16754.833143.672240.875bilinear-61.103-52.383-16
540dla60x_c28.44771.55346.19353.8071.322240.875bilinear-58.663-50.947+1
541vgg11_bn28.42371.57746.44353.557132.872240.875bilinear-59.967-50.827-6
542tinynet_d27.96772.03345.85354.1472.341520.875bicubic-57.463-50.167+4
543vgg1627.87772.12344.67355.327138.362240.875bilinear-61.483-52.847-17
544tf_mobilenetv3_small_10027.29072.71044.42755.5732.542240.875bilinear-58.680-51.9830
545mixer_l16_22426.85073.15037.91762.083208.202240.875bicubic-60.120-56.123-3
546vgg1126.53373.46743.46056.540132.862240.875bilinear-60.807-53.650-6
547vgg1326.27073.73043.37356.627133.052240.875bilinear-61.300-53.747-9
548lcnet_05026.22073.78044.57355.4271.882240.875bicubic-56.780-50.447+3
549dla46x_c26.21773.78343.78056.2201.072240.875bilinear-59.263-52.660-4
550tf_mobilenetv3_small_07526.20373.79743.64356.3572.042240.875bilinear-58.327-52.2470
551dla46_c25.50074.50043.80056.2001.302240.875bilinear-59.170-52.400-2
552tf_mobilenetv3_small_minimal_10025.10774.89342.92757.0732.042240.875bilinear-57.573-52.0830
553tinynet_e23.36376.63741.08758.9132.041060.875bicubic-56.437-52.8930