Image-level Forgery Detection on Columbia
98.61F1 ScoreTruFor
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TruFor2026.02 | 98.61 | 98.62 | |
| FakeShield2026.02 | 92.02 | 91.74 | |
| ForgeryVCRvisual and textual CoT=false2026.02 | 90.45 | 89.53 | |
| DiffForensics2024.10 | 90.3 | 89.5 | |
| ForgeryGPT2024.10 | 90 | 90.3 | |
| SIDA2026.02 | 89.16 | 90.08 | |
| FAKESHIELD2024.10 | 84.5 | 85.9 | |
| ForgeryVCRvisual and textual CoT=true2026.02 | 80.72 | 76.31 | |
| HiFi-Net++2024.10 | 79.4 | 81.5 | |
| MVSS-Net2026.02 | 75.47 | 67.77 | |
| SIDA2024.10 | 75.1 | 73.8 | |
| SATL-Net2024.10 | 70.5 | 74.4 | |
| CAT-Net2024.10 | 70.1 | 75.5 | |
| PIM2026.02 | 69.41 | 57.02 | |
| HDF-Net2026.02 | 68 | 55.1 | |
| IF-OSN2026.02 | 67.42 | 52.07 | |
| CoDE2026.02 | 66.79 | 50.69 | |
| SAFIRE2026.02 | 66.54 | 50.13 | |
| HiFi-Net2024.10 | 64.4 | 53.2 | |
| PSCCNet2024.10 | 63.6 | 60.6 | |
| MVSS-Net2024.10 | 58.9 | 66.4 | |
| GSR-Net2024.10 | 51.1 | 54 | |
| ManTra-Net2024.10 | 48.1 | 49.6 | |
| H-LSTM2024.10 | 41.1 | 49.6 |