Image-level forgery detection on CASIA v1
91.93F1 ScoreForgeryVCR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ForgeryVCRvisual and textual CoT=false2026.02 | 91.93 | 91.8 | |
| ForgeryVCRvisual and textual CoT=true2026.02 | 89.61 | 89.53 | |
| FakeShieldReference=ICLR’252026.02 | 88 | 86.34 | |
| TruForReference=CVPR’232026.02 | 79.31 | 81.05 | |
| PIMReference=TPAMI’252026.02 | 74.99 | 69.48 | |
| MVSS-NetReference=TPAMI’222026.02 | 73.23 | 75.99 | |
| IF-OSNReference=CVPR’222026.02 | 71.27 | 67.33 | |
| CoDEReference=TIFS’242026.02 | 70.43 | 55.29 | |
| SAFIREReference=AAAI’252026.02 | 69.37 | 53.43 | |
| HDF-NetReference=TPAMI’242026.02 | 68.86 | 53.72 | |
| SIDAReference=CVPR’252026.02 | 57 | 63.66 |