Adversarial Attack Imperceptibility on Adversarial Attack (Evaluation Set)
1SSIMClean
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Clean2026.02 | 1 | 0 | 1 | 1 | 1 | 1 | |
| SGMA2026.02 | 0.9161 | 0.0369 | 0.9857 | 0.8095 | 0.6775 | 0.9336 | |
| PNA + PathOut2026.02 | 0.9086 | 0.0379 | 0.9832 | 0.832 | 0.6852 | 0.9401 | |
| Schlarmann and Hein2026.02 | 0.9063 | 0.0378 | 0.9856 | 0.8079 | 0.6604 | 0.945 | |
| Cui et al.2026.02 | 0.8978 | 0.0406 | 0.9835 | 0.7991 | 0.6444 | 0.9395 | |
| VT-Attack2026.02 | 0.8978 | 0.0411 | 0.9836 | 0.7988 | 0.644 | 0.9392 | |
| TGR2026.02 | 0.8943 | 0.0428 | 0.9828 | 0.7967 | 0.6383 | 0.9387 | |
| Attack-Bard2026.02 | 0.8924 | 0.0397 | 0.9833 | 0.7976 | 0.6433 | 0.9393 | |
| PNA2026.02 | 0.8596 | 0.0619 | 0.9743 | 0.7835 | 0.5933 | 0.9132 |