Pixel-level Forgery Localization on NIST 16 (F1, IoU)
0.5001F1 ScoreForgeryVCR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ForgeryVCRCategory=MLLMs methods, Evaluation Protocol=visual and textual CoT2026.02 | 0.5001 | 0.4555 | |
| ForgeryVCRCategory=MLLMs methods2026.02 | 0.5001 | 0.4554 | |
| CoDECategory=Specialist2026.02 | 0.422 | 0.3398 | |
| SAFIRECategory=Specialist2026.02 | 0.4177 | 0.3466 | |
| TruForCategory=Specialist2026.02 | 0.3933 | 0.317 | |
| SIDACategory=MLLMs methods2026.02 | 0.3184 | 0.2644 | |
| MVSS-NetCategory=Specialist2026.02 | 0.3047 | 0.2476 | |
| HDF-NetCategory=Specialist2026.02 | 0.2948 | 0.2233 | |
| PIMCategory=Specialist2026.02 | 0.2829 | 0.2278 | |
| IF-OSNCategory=Specialist2026.02 | 0.2695 | 0.1988 | |
| FakeShieldCategory=MLLMs methods2026.02 | 0.2598 | 0.2286 |