| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Pixel-level Manipulation Detection | DEFACTO 12k | F1 Score61.8 | 32 | |
| Image-level manipulation detection | DEFACTO 12k | AUC78.3 | 26 | |
| Summary Editing | DEFACTO (test) | R147.35 | 8 | |
| Image Forgery Classification | DEFACTO | Accuracy84.7 | 7 | |
| Image Manipulation Detection | DEFACTO 12k (test) | Com-F120.5 | 5 | |
| Region-level faithfulness analysis | DeFacto 1.5K (test) | Mislocalized & Wrong Rate21.5 | 3 |