Classification on PathMNIST D11
45.7PGD AccRobust-MAIL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Robust-MAIL2026.02 | 45.7 | 45.7 | 44.5 | 58.3 | 54.2 | |
| CAP2026.02 | 43.4 | 44.7 | 43.3 | 55.8 | 50.2 | |
| RPF2026.02 | 42.5 | 43.9 | 41.2 | 54.7 | 48.6 | |
| CTRW2026.02 | 41.9 | 40.2 | 39.1 | 52.5 | 50.7 | |
| Learn2Perturb2026.02 | 40.7 | 41.8 | 40.7 | 49.9 | 50.1 | |
| PNI2026.02 | 39.3 | 40.6 | 39.6 | 49.8 | 48.5 | |
| DBN2026.02 | 38.4 | 39.2 | 38.1 | 47.8 | 43.7 |