| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DFDC | FACTOR | AUC100 | 230 | 2d ago | |
| DFD | AUC0.9922 | 193 | 1d ago | ||
| CelebDF v2 | DefakerOne | AUC0.999 | 134 | 1d ago | |
| DFDC (test) | MARE | AUC99.77 | 130 | 1mo ago | |
| CDF v2 | HAAD | AUC0.963 | 97 | 2d ago | |
| DFD (test) | MARE | Accuracy98.25 | 81 | 1mo ago | |
| CDFv1, CDFv2, DFD, DFDCP, DFDC (test) | GSD | Overall Average Score94.4 | 74 | 2mo ago | |
| Celeb-DF v2 (test) | Exposing the Deception | Video-level AUC0.999 | 68 | 1mo ago | |
| FakeAVCeleb (test) | HAVIC | Accuracy99.8 | 66 | 1mo ago | |
| FaceForensics++ (test) | TALL | AUC99.87 | 65 | 23d ago | |
| DFDCP (test) | SFAM | AUC96.6 | 56 | 1mo ago | |
| CDF v2 | Accuracy (%)83 | 55 | 1mo ago | ||
| CDF v1 | Accuracy86.7 | 55 | 1mo ago | ||
| WDF | HAAD | AUC85.1 | 54 | 23d ago | |
| CelebDF (CDF) v2 (test) | LAA-Net (Ours w/ SBI) | AUC95.4 | 52 | 1mo ago | |
| FaceForensics++ c23 (test) | FTCN | AUC99.8 | 52 | 22d ago | |
| CDF v2 | GenD (CLIP) | Video-level AUC96 | 48 | 21d ago | |
| Celeb-DF | Aletheia | ROC-AUC0.981 | 48 | 1mo ago | |
| DF40 (FR) | Xception | AUC99.79 | 44 | 23h ago | |
| DF40 FS | UniShield | AUC99.7 | 44 | 23h ago | |
| FF++ (test) | LAA-Net | AUC99.96 | 44 | 2mo ago | |
| DeepfakeDetection (DFD) (test) | SBIs | AUC97.56 | 43 | 2mo ago | |
| UniversalFakeDetect 1.0 (test) | CNNSpot | Accuracy (ProGAN)100 | 42 | 3mo ago | |
| Celeb-DF v1 (test) | SFAM | AUC0.961 | 40 | 1mo ago | |
| FF++ video-level 8 (test) | Accuracy98.01 | 40 | 3mo ago |
