Adversarial Robustness On Cifar 100
評価指標
AutoAttacked Accuracy
Clean Accuracy
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | AutoAttacked Accuracy | Clean Accuracy | Paper Title | Repository |
---|---|---|---|---|
Mixed Classifier | 38.72 | 85.21 | Improving the Accuracy-Robustness Trade-Off of Classifiers via Adaptive Smoothing | |
ResNet18/MART-ANCRA | 35.05 | 60.10 | Enhancing Robust Representation in Adversarial Training: Alignment and Exclusion Criteria |
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