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Robust Image Classification on ImageNet RobustBench 1k
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64.5
Robust Acc. (APGD-T)
ConvNeXt-L
34.236
42.093
49.95
57.807
Mar 27, 2026
Robust Acc. (APGD-T)
Robust Acc. (AutoAttack)
Updated 19d ago
Evaluation Results
Method
Method
Links
Robust Acc. (APGD-T)
Robust Acc. (AutoAttack)
ConvNeXt-L
Defense=+ ET3
2026.03
64.5
-
Swin-L
Defense=+ ET3
2026.03
64.2
-
Swin-B
Defense=+ ET3
2026.03
61.7
-
ConvNeXt-B
Defense=+ ET3
2026.03
61.4
-
Swin-L
Defense=Base
2026.03
58.1
57.8
ConvNeXt-L
Defense=Base
2026.03
57.7
57.4
ConvNeXt-B
Defense=Base
2026.03
55.6
55
Swin-B
Defense=Base
2026.03
55
54.8
ResNet-50
Defense=+ ET3
2026.03
46.2
-
ResNet-50
Defense=Base
2026.03
35.4
35.2
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