Pixel-level Forgery Localization on Coverage
79F1 ScoreSparseViT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SparseViTMethod Type=Forensic Expert2026.06 | 79 | 62 | |
| ForensicsTokMethod Type=Forensic MLLM2026.06 | 77 | 64 | |
| ForgeryVCRCategory=MLLMs methods2026.02 | 67.32 | 63.08 | |
| ForgeryVCRCategory=MLLMs methods, Evaluation Protocol=visual and textual CoT2026.02 | 65.99 | 61.74 | |
| MVSS-NetMethod Type=Forensic Expert2026.06 | 59 | 43 | |
| SAFIRECategory=Specialist2026.02 | 57.57 | 50.58 | |
| TruForCategory=Specialist2026.02 | 52.48 | 45.08 | |
| TruForMethod Type=Forensic Expert2026.06 | 50 | 46 | |
| CoDECategory=Specialist2026.02 | 46.38 | 35.92 | |
| FakeShieldMethod Type=Forensic MLLM2026.06 | 46 | 27 | |
| MVSS-NetCategory=Specialist2026.02 | 45.56 | 37.88 | |
| SIDAMethod Type=Forensic MLLM2026.06 | 45 | 30 | |
| PSCC-NetMethod Type=Forensic Expert2026.06 | 43 | 30 | |
| HDF-NetCategory=Specialist2026.02 | 36.13 | 25.51 | |
| SIDACategory=MLLMs methods2026.02 | 29.22 | 22.57 | |
| IF-OSNCategory=Specialist2026.02 | 26.6 | 17.78 | |
| PIMCategory=Specialist2026.02 | 25.16 | 18.85 | |
| FakeShieldCategory=MLLMs methods2026.02 | 24.18 | 21.17 | |
| CAT-NetMethod Type=Forensic Expert2026.06 | 23 | 13 |