Celeb-DF
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Deepfake Detection | Celeb-DF v2 (test) | Video-level AUC0.999 | 68 | |
| Fake Face Detection | Celeb-DF v2 (test) | AUC99.97 | 50 | |
| Deepfake Detection | Celeb-DF | ROC-AUC0.981 | 48 | |
| Face Forgery Detection | Celeb-DF | AUC80 | 46 | |
| Deepfake Detection | Celeb-DF v1 (test) | AUC0.961 | 40 | |
| Deepfake Detection | Celeb-DF (test) | Accuracy100 | 40 | |
| Face Forgery Detection | Celeb-DF v2 | Video-level AUC95.97 | 33 | |
| Frame-level Deepfake Detection | Celeb-DF v2 | AUROC91.2 | 31 | |
| Deepfake Detection | Celeb-DF 9 (test) | Accuracy98.9 | 30 | |
| Frame-level Deepfake Detection | Celeb-DF v1 | AUROC93.9 | 23 | |
| Forgery detection | Celeb-DF v2 | AUC0.7651 | 22 | |
| Deepfake Detection | Celeb-DF | Gender FFPR1.18 | 22 | |
| Video Deepfake Detection | Celeb-DF (CDF) | Video-level AUC95.6 | 21 | |
| Deepfake Attribution | Celeb-DF | Accuracy68.24 | 20 | |
| Face Forgery Detection | Celeb-DF v1 | Video-level AUC99.6 | 19 | |
| Frame-level Deepfake Detection | Celeb-DF | AUC0.8317 | 18 | |
| Deepfake Detection | Celeb-DF CD2 v2 | AUC94.43 | 16 | |
| Attribution | Celeb-DF | Accuracy93.52 | 14 | |
| Frame-level Face Forgery Detection | Celeb-DF | AUC84.8 | 13 | |
| Deepfake Detection | Celeb-DF CD1 v1 | AUC96.41 | 13 | |
| Image-level DeepFake Detection | Celeb-DF v1 | AUC99.9 | 12 | |
| Forgery detection | Celeb-DF v1 | AUC0.7875 | 11 | |
| Face Forgery Detection | Celeb-DF v2 | Frame-level AUC0.9 | 10 | |
| Face Forgery Detection | Celeb-DF v1 | Frame-level AUC91.6 | 10 | |
| Deepfake Detection | Celeb-DF cross-domain | Gender FFPR0.21 | 10 |
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