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RobustBench

Benchmarks

Task NameDataset NameSOTA ResultTrend
Tool UseRobustBench-TC Clean 1.0 (test)
Clean Accuracy77.9
21
Robust Image ClassificationRobustBench (test)
RA90
12
Adversarial Classification ($W_2$ distributional threat model)RobustBench
Adv Acc (W-PGD-CE)74.62
2
Adversarial Classification ($W_{\infty}$ distributional threat model)RobustBench
Adversarial Accuracy (AutoAttack)75.78
2
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