Adversarial Attack on CIFAR-10

Metric: Attack: AutoAttack (higher is better)

LeaderboardDataset
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#ModelAttack: AutoAttackExtra DataPaperDateCode
13-ensemble of multi-resolution self-ensembles78.13NoEnsemble everything everywhere: Multi-scale aggr...2024-08-08Code
2TRADES-ANCRA/ResNet1859.7NoEnhancing Robust Representation in Adversarial T...2023-10-05Code
3Xu et al.44.15NoAn Orthogonal Classifier for Improving the Adver...2021-05-19Code