Classification on CBIS-DDSM D10
0.543Robustness (PGD)Robust-MAIL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Robust-MAIL2026.02 | 0.543 | 0.547 | 0.523 | 0.705 | 0.664 | |
| CAP2026.02 | 0.523 | 0.522 | 0.501 | 0.681 | 0.645 | |
| RPF2026.02 | 0.51 | 0.493 | 0.48 | 0.672 | 0.637 | |
| CTRW2026.02 | 0.508 | 0.525 | 0.502 | 0.669 | 0.648 | |
| PNI2026.02 | 0.476 | 0.494 | 0.473 | 0.592 | 0.562 | |
| Learn2Perturb2026.02 | 0.458 | 0.432 | 0.458 | 0.611 | 0.623 | |
| DBN2026.02 | 0.403 | 0.459 | 0.403 | 0.584 | 0.562 |