DFDC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Deepfake Detection | DFDC | AUC100 | 230 | |
| Deepfake detection | DFDC (test) | AUC99.77 | 130 | |
| Face forgery detection | DFDC | AUC92.3 | 74 | |
| Frame-level Deepfake Detection | DFDC-P | AUC89.7 | 41 | |
| Frame-level Deepfake Detection | DFDC | AUC0.87 | 36 | |
| Video-level Deepfake Detection | DFDC | AUC0.896 | 34 | |
| Deepfake Detection | DFDC 10 (test) | Accuracy96.9 | 30 | |
| Deepfake Attribution | DFDC | Accuracy60.75 | 20 | |
| Face Forgery Detection | DFDC (test) | Frame-Level AUC84.5 | 19 | |
| Facial manipulation detection | DFDC | AUC88.13 | 16 | |
| Attribution | DFDC | Accuracy94.88 | 14 | |
| Deepfake Detection | DFDC Preview (test) | AUC77.92 | 13 | |
| Image-level DeepFake Detection | DFDC Preview | AUC93.3 | 12 | |
| Frame-level Face Forgery Detection | DFDC-P | AUC0.8474 | 12 | |
| Video Deepfake Detection | DFDC 2019 | AUROC87.3 | 10 | |
| Deepfake Detection | DFDC V2 (test) | AUC73.85 | 8 | |
| Deepfake Detection | DFDC | Gender FPR1.76 | 7 | |
| LipSync Manipulation Detection | DFDC (test) | ACC94.53 | 7 | |
| Face Forgery Classification | DFDC Preview (test) | AUC0.741 | 7 | |
| Frame-level Deepfake Detection | DFDC (test) | AUC0.816 | 6 | |
| Video-level Deepfake Detection | DFDC 2019 | TPR @ FPR=1%44.7 | 5 | |
| Video Deepfake Detection | DFDC 2019 | EER20.7 | 5 | |
| Video Deepfake Detection | DFDC 2019 (test) | AP86.9 | 5 | |
| Deepfake Detection | DFDC 2019 | TPR @ FPR=5%57 | 5 | |
| Deepfake Detection | DFDC (intra-domain) | Gender FPR0.87 | 5 |
Showing 25 of 27 rows