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Benchmarks
Image Classification on ImageNet 256x256 (Acc%, Robust Acc%)
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78.9
Accuracy (%)
EGC (Guo et al., 2023)
55.0424
61.2362
67.43
73.6238
Oct 13, 2025
Accuracy (%)
Robust Accuracy (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy (%)
Robust Accuracy (%)
EGC (Guo et al., 2023)
Backbone=U-Net, Params...
2025.10
78.9
13.56
Standard AT (Singh et al., 2023)
Backbone=ConvNeXt-L-Cv...
2025.10
78.25
33.38
DAT (T = 110)
Backbone=ConvNeXt-L-Cv...
2025.10
75.78
56.4
Standard AT (Salman et al., 2020)
Backbone=WRN-50-4, Par...
2025.10
71.25
45.86
Standard AT (Salman et al., 2020)
Backbone=ResNet-50, Pa...
2025.10
64.91
39.96
DAT (T = 30)
Backbone=WRN-50-4, Par...
2025.10
64.45
45.84
DAT (T = 15)
Backbone=ResNet-50, Pa...
2025.10
61.31
39.96
DAT (T = 65)
Backbone=WRN-50-4, Par...
2025.10
58.78
40.74
DAT (T = 30)
Backbone=ResNet-50, Pa...
2025.10
55.96
37.14
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