Celeb-DF
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Fake Face Detection | Celeb-DF v2 (test) | AUC99.97 | 50 | |
| Face Forgery Detection | Celeb-DF | AUC80 | 46 | |
| Deepfake Detection | Celeb-DF 9 (test) | Accuracy98.9 | 30 | |
| Deepfake Detection | Celeb-DF | ROC-AUC0.97 | 30 | |
| Deepfake Detection | Celeb-DF (test) | Accuracy100 | 24 | |
| Video Deepfake Detection | Celeb-DF (CDF) | Video-level AUC95.6 | 21 | |
| Frame-level Deepfake Detection | Celeb-DF | AUC0.8317 | 18 | |
| Deepfake Detection | Celeb-DF v2 (test) | Video-level AUC0.947 | 16 | |
| Deepfake Detection | Celeb-DF CD2 v2 | AUC94.43 | 16 | |
| Frame-level Face Forgery Detection | Celeb-DF | AUC84.8 | 13 | |
| Deepfake Detection | Celeb-DF CD1 v1 | AUC96.41 | 13 | |
| Face Forgery Detection | Celeb-DF v2 | Video-level AUC82.4 | 11 | |
| Deepfake Detection | Celeb-DF frame-level 54 (test) | Accuracy98.93 | 10 | |
| Deepfake Detection | Celeb-DF (CDF) (test) | Avg CDF AUC0.991 | 9 | |
| Deepfake Detection | Celeb-DF (CDF) (intra-dataset) | AUC99.94 | 8 | |
| Face Forgery Classification | Celeb-DF (test) | AUC0.783 | 8 | |
| Deepfake Detection | Celeb-DF Table 2 (Intra) | Accuracy98.98 | 7 |
Showing 17 of 17 rows