| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CAT-Net evaluation protocol (test) | RITA | Mean Binary F164.3 | 84 | 1mo ago | |
| NIST16 | Constrained R-CNN | F1 Score92.7 | 75 | 1mo ago | |
| Coverage | ObjectFormer | F1 Score75.8 | 60 | 20d ago | |
| CAT-Net (test) | RITA | Mean Binary F164.3 | 42 | 1mo ago | |
| Columbia | Swin Transformer w. ReVi | F1 Score98.82 | 42 | 1mo ago | |
| CASIA v1 | Mesorch | F1 Score84 | 36 | 20d ago | |
| NIST 16 | ObjectFormer | AUC0.872 | 31 | 3mo ago | |
| IMD20 | IML-ViT | F1 Score53.21 | 24 | 1mo ago | |
| Autosplice | RITA | F1 Score66.4 | 24 | 6d ago | |
| CocoGlide | RITA | F1 Score53.3 | 24 | 6d ago | |
| MagicBrush | MVSSNet | F1 Score81.95 | 21 | 1d ago | |
| CocoGlide (test) | IFA-Net | F1 Score94 | 18 | 3mo ago | |
| CAT-Net protocol (CASIAv1, Columbia, NIST16, Coverage) | DINOv3 | F1 (CASIAv1)90.8 | 14 | 1mo ago | |
| COVERAGE (test) | HiFi-Net | F1 Score80.1 | 14 | 3mo ago | |
| OpenSDI | CAT-Net | F1 Score27.02 | 12 | 6d ago | |
| DEAL 300K | CAT-Net | F1 Score29.99 | 12 | 6d ago | |
| RealisticTampering | FRAME | Loc. F139.2 | 11 | 20d ago | |
| DSO-1 (test) | TruFor | F1 Score93 | 10 | 3mo ago | |
| Casia v1+ (test) | MMFusion | F1 Score79.4 | 10 | 3mo ago | |
| CASIA | ObjectFormer | F1 Score57.9 | 10 | 3mo ago | |
| Columbia (test) | Early Fusion | F1 Score0.888 | 10 | 3mo ago | |
| OpenSDI Average | FASA | F1 Score57.83 | 9 | 1mo ago | |
| OpenSDI Flux.1 | FASA | F1 Score24.37 | 9 | 1mo ago | |
| OpenSDI SD3 | FASA | F1 Score61.74 | 9 | 1mo ago | |
| OpenSDI SDXL | FASA | F1 Score49.14 | 9 | 1mo ago |
