Manipulation Localization on FFHQ OOD 1.0
0.904F1 ScoreRecoverMark
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RecoverMarkCategory=Proactive, Attack=Noise2026.02 | 0.904 | 0.998 | |
| RecoverMarkCategory=Proactive, Attack=JPEG2026.02 | 0.893 | 0.996 | |
| RecoverMarkCategory=Proactive, Attack=Regeneration2026.02 | 0.884 | 0.997 | |
| RecoverMarkCategory=Proactive, Attack=Lattice2026.02 | 0.882 | 0.997 | |
| RecoverMarkCategory=Proactive, Attack=LP Filter2026.02 | 0.853 | 0.995 | |
| EditGuardCategory=Proactive, Attack=JPEG2026.02 | 0.601 | 0.957 | |
| OmniGuardCategory=Proactive, Attack=Patch Remove2026.02 | 0.599 | 0.975 | |
| RecoverMarkCategory=Proactive, Attack=Patch Remove2026.02 | 0.585 | 0.978 | |
| EditGuardCategory=Proactive, Attack=Noise2026.02 | 0.572 | 0.94 | |
| EditGuardCategory=Proactive, Attack=Lattice2026.02 | 0.483 | 0.932 | |
| Imuge+Category=Proactive, Attack=JPEG2026.02 | 0.463 | 0.962 | |
| OmniGuardCategory=Proactive, Attack=JPEG2026.02 | 0.333 | 0.882 | |
| EditGuardCategory=Proactive, Attack=Patch Remove2026.02 | 0.286 | 0.897 | |
| Imuge+Category=Proactive, Attack=Patch Remove2026.02 | 0.269 | 0.867 | |
| MVSS-NetCategory=Passive, Attack=LP Filter2026.02 | 0.241 | 0.803 | |
| MVSS-NetCategory=Passive, Attack=JPEG2026.02 | 0.171 | 0.776 | |
| OmniGuardCategory=Proactive, Attack=Noise2026.02 | 0.147 | 0.684 | |
| Imuge+Category=Proactive, Attack=LP Filter2026.02 | 0.142 | 0.763 | |
| OmniGuardCategory=Proactive, Attack=LP Filter2026.02 | 0.134 | 0.66 | |
| OmniGuardCategory=Proactive, Attack=Lattice2026.02 | 0.127 | 0.676 | |
| OmniGuardCategory=Proactive, Attack=Regeneration2026.02 | 0.124 | 0.664 | |
| EditGuardCategory=Proactive, Attack=LP Filter2026.02 | 0.115 | 0.561 | |
| EditGuardCategory=Proactive, Attack=Regeneration2026.02 | 0.108 | 0.612 | |
| Imuge+Category=Proactive, Attack=Regeneration2026.02 | 0.081 | 0.556 | |
| MVSS-NetCategory=Passive, Attack=Regeneration2026.02 | 0.076 | 0.686 | |
| HiFiNetCategory=Passive, Attack=JPEG2026.02 | 0.063 | 0.537 | |
| HiFiNetCategory=Passive, Attack=Regeneration2026.02 | 0.059 | 0.511 | |
| HiFiNetCategory=Passive, Attack=Lattice2026.02 | 0.05 | 0.561 | |
| MVSS-NetCategory=Passive, Attack=Noise2026.02 | 0.049 | 0.678 | |
| Imuge+Category=Proactive, Attack=Noise2026.02 | 0.045 | 0.593 | |
| MVSS-NetCategory=Passive, Attack=Patch Remove2026.02 | 0.042 | 0.668 | |
| Imuge+Category=Proactive, Attack=Lattice2026.02 | 0.03 | 0.546 | |
| MVSS-NetCategory=Passive, Attack=Lattice2026.02 | 0.028 | 0.652 | |
| HiFiNetCategory=Passive, Attack=Noise2026.02 | 0.025 | 0.526 | |
| HiFiNetCategory=Passive, Attack=LP Filter2026.02 | 0.024 | 0.503 | |
| HiFiNetCategory=Passive, Attack=Patch Remove2026.02 | 0.003 | 0.512 |