DFDC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Deepfake Detection | DFDC | AUC100 | 150 | |
| Deepfake detection | DFDC (test) | AUC99.77 | 122 | |
| Face forgery detection | DFDC | AUC92.3 | 52 | |
| Video-level Deepfake Detection | DFDC | AUC0.896 | 34 | |
| Deepfake Detection | DFDC 10 (test) | Accuracy96.9 | 30 | |
| Frame-level Deepfake Detection | DFDC-P | AUC89.7 | 28 | |
| Frame-level Deepfake Detection | DFDC | AUC0.87 | 26 | |
| 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 | |
| Frame-level Face Forgery Detection | DFDC-P | AUC0.8474 | 12 | |
| 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 | |
| Deepfake Detection | DFDC (intra-domain) | Gender FPR0.87 | 5 | |
| Video Deepfake Detection | DFDC subset | AP87 | 5 | |
| Deepfake detection | DFDC frontal face subset (test) | AUC0.8384 | 1 |
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