| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DFDC | FACTOR | AUC100 | 150 | 5d ago | |
| DFDC (test) | MARE | AUC99.77 | 122 | 5d ago | |
| DFD | AUC0.9922 | 91 | 19d ago | ||
| DFD (test) | MARE | Accuracy98.25 | 81 | 5d ago | |
| CDFv1, CDFv2, DFD, DFDCP, DFDC (test) | GSD | Overall Average Score94.4 | 74 | 1mo ago | |
| CelebDF v2 | VLAForge | AUC0.968 | 57 | 23d ago | |
| CDF v2 | Accuracy (%)83 | 55 | 5d ago | ||
| CDF v1 | Accuracy86.7 | 55 | 5d ago | ||
| DFDCP (test) | Accuracy82 | 55 | 5d ago | ||
| FakeAVCeleb (test) | HAVIC | Accuracy99.8 | 54 | 8d ago | |
| CelebDF (CDF) v2 (test) | LAA-Net (Ours w/ SBI) | AUC95.4 | 52 | 11d ago | |
| Celeb-DF v2 (test) | Ours | Video-level AUC0.947 | 48 | 23d ago | |
| Celeb-DF | FACTOR | ROC-AUC0.97 | 44 | 1mo ago | |
| FF++ (test) | LAA-Net | AUC99.96 | 44 | 1mo ago | |
| DeepfakeDetection (DFD) (test) | SBIs | AUC97.56 | 43 | 23d ago | |
| UniversalFakeDetect 1.0 (test) | CNNSpot | Accuracy (ProGAN)100 | 42 | 1mo ago | |
| FF++ video-level 8 (test) | Accuracy98.01 | 40 | 1mo ago | ||
| Celeb-DF (test) | MARE | Accuracy100 | 40 | 1mo ago | |
| DF40 (test) | LOGER | UniFace99.1 | 35 | 11d ago | |
| FF++ | LRNet | AUC99.9 | 34 | 1mo ago | |
| FF++ HQ (test) | CAST-B5 | AUC (Avg)0.9949 | 33 | 1mo ago | |
| CDF v2 | FakeRadar | AUC0.917 | 32 | 19d ago | |
| P2V | MesoNet | Precision (Real)95.38 | 32 | 1mo ago | |
| JDD 1.0 (test) | CADD(C) | Precision (Real)94.65 | 32 | 1mo ago | |
| SYN (test) | CADD(T) | Precision (Real)100 | 32 | 1mo ago |
