Adversarial Robustness Evaluation on OrganAMNIST D16
44.2PGDRobust-MAIL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Robust-MAIL2026.02 | 44.2 | 43 | 42.9 | 55.6 | 56.1 | |
| CTRW2026.02 | 42.3 | 41.8 | 41.5 | 53.1 | 54.6 | |
| RPF2026.02 | 41.8 | 40.6 | 38.8 | 52.9 | 51.2 | |
| CAP2026.02 | 40.7 | 42.1 | 41.2 | 51.9 | 50.6 | |
| PNI2026.02 | 39.8 | 38.1 | 37.4 | 49.4 | 46.8 | |
| Learn2Perturb2026.02 | 39.4 | 44.7 | 39.4 | 48.2 | 47.8 | |
| DBN2026.02 | 38.7 | 39.5 | 38 | 45.6 | 45.3 |