DF40
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Deepfake Detection | DF40 (test) | UniFace99.1 | 35 | |
| Deepfake Detection | DF40 (cross-manipulation) | UniFace Detection Rate98.6 | 22 | |
| Deepfake Detection | DF40 | BlendFace Score98.06 | 14 | |
| Open Set Face Forgery Detection | DF40 (EFS) | Accuracy75.52 | 13 | |
| Open Set Face Forgery Detection | DF40 Average | Accuracy72.05 | 13 | |
| Open Set Face Forgery Detection | DF40 (FE & SM) | Accuracy74.48 | 13 | |
| Open Set Face Forgery Detection | DF40 FR | Accuracy66.83 | 13 | |
| Open Set Face Forgery Detection | DF40 FS split | Accuracy75.37 | 13 | |
| Face Forgery Detection | DF40 latest (test) | UniFace92.5 | 10 | |
| Face Forgery Detection | DF40 frame-level | AUC (Uniface)92 | 10 | |
| Deepfake Detection | DF40 cross-manipulation (test) | Performance Score (BlendFace)93.52 | 8 |
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