Manipulation Localization on FFHQ OOD Stable Diffusion Inpaint manipulation
73.2Regeneration F1RecoverMark
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RecoverMarkMethod Category=Proactive2026.02 | 73.2 | 99.3 | 60.3 | 97.6 | 75.3 | 99.3 | 75.9 | 99.4 | 71.6 | 98.7 | 75.4 | 99.2 | |
| Imuge+Method Category=Proactive2026.02 | 21.9 | 77.4 | 47 | 92.4 | 1.2 | 58.9 | 67.2 | 98.7 | 20.7 | 66.1 | 0.8 | 53.7 | |
| MVSS-NetMethod Category=Passive2026.02 | 21.5 | 80.5 | 15.5 | 81.3 | 7.1 | 77.3 | 18.9 | 78.9 | 34.8 | 76.3 | 1.2 | 71.3 | |
| EditGuardMethod Category=Proactive2026.02 | 19.6 | 58.3 | 45.8 | 96.8 | 80 | 98.9 | 83.9 | 99.6 | 19.6 | 75.8 | 71.1 | 98.7 | |
| OmniGuardMethod Category=Proactive2026.02 | 15.2 | 61.1 | 89.5 | 99.9 | 27.1 | 73.5 | 55.2 | 91.3 | 25.4 | 69.6 | 23.5 | 77.8 | |
| HiFiNetMethod Category=Passive2026.02 | 7.1 | 62.8 | 4.1 | 62.1 | 0.2 | 60.5 | 6.8 | 64.8 | 12.8 | 70.6 | 3.1 | 65.9 |