Pixel-level Forgery Localization on In-the-wild (F1, IoU)
69.18F1 ScoreForgeryVCR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ForgeryVCRCategory=MLLMs methods, Evaluation Protocol=visual and textual CoT2026.02 | 69.18 | 61.3 | |
| ForgeryVCRCategory=MLLMs methods2026.02 | 69.05 | 61.46 | |
| TruForCategory=Specialist2026.02 | 62.78 | 53.56 | |
| CoDECategory=Specialist2026.02 | 55.98 | 44.95 | |
| IF-OSNCategory=Specialist2026.02 | 49.65 | 38.47 | |
| FakeShieldCategory=MLLMs methods2026.02 | 47.81 | 42.65 | |
| SAFIRECategory=Specialist2026.02 | 45.78 | 38.05 | |
| SIDACategory=MLLMs methods2026.02 | 42.48 | 34.14 | |
| PIMCategory=Specialist2026.02 | 41.84 | 33.82 | |
| HDF-NetCategory=Specialist2026.02 | 38.8 | 28.18 | |
| MVSS-NetCategory=Specialist2026.02 | 28.56 | 21.58 |