Adversarial Robustness on CIFAR-100 (Specific Attack Metrics)
65.06APGD Avg ScoreGDMP
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| GDMPAttack Norm=L2, Setting=preprocessor-blind2025.05 | 65.06 | 42.35 | 64.91 | 42.33 | 66.08 | 43.63 | 65.68 | 43.04 | |
| ADBMAttack Norm=L2, Setting=preprocessor-blind2025.05 | 61.01 | 33.65 | 60.52 | 32.67 | 63.22 | 35.56 | 62.43 | 34.43 | |
| DiffPureAttack Norm=L2, Setting=preprocessor-blind2025.05 | 60.84 | 36.35 | 60.61 | 36.22 | 61.54 | 37.3 | 61.02 | 36.94 | |
| FlowPureGaussAttack Norm=L2, Setting=preprocessor-blind2025.05 | 60.22 | 36.47 | 59.92 | 36.37 | 60.71 | 37.27 | 60.4 | 36.93 | |
| LMAttack Norm=L2, Setting=preprocessor-blind2025.05 | 32.61 | 13.88 | 31.47 | 13.71 | 42.98 | 19.85 | 40.84 | 19.9 | |
| FlowPureCWAttack Norm=L2, Setting=preprocessor-blind2025.05 | 18.57 | 18.57 | 19.73 | 19.73 | 78.87 | 78.87 | 57.11 | 57.11 | |
| FlowPurePGDAttack Norm=L2, Setting=preprocessor-blind2025.05 | 4.47 | 4.47 | 5.07 | 5.07 | 78.43 | 78.43 | 43.88 | 43.88 |