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Benchmarks
Image Classification on CIFAR-10 L-infinity (test)
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87.14
Clean Accuracy
AT [36]
69.2312
73.8806
78.53
83.1794
May 26, 2026
Clean Accuracy
AutoAttack Accuracy
Updated 7d ago
Evaluation Results
Method
Method
Links
Clean Accuracy
AutoAttack Accuracy
AT [36]
2026.05
87.14
44.04
FreeAT [41]
2026.05
86.11
41.47
FastAT [48]
2026.05
83.34
43.21
Defense [14] + Muon
Category=Defense [14]
2026.05
83.16
46.71
Softmax Cross-Entropy Loss [38]
2026.05
80.89
43.48
Defense [14] + SGD
Category=Defense [14]
2026.05
80.02
44.11
FastAT’s variant [2]
2026.05
79.84
43.93
Defense [14] + AdamW
Category=Defense [14]
2026.05
69.92
42.47
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