DF40
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| DeepFake Detection | DF40 (FR) | AUC99.79 | 44 | |
| DeepFake Detection | DF40 FS | AUC99.7 | 44 | |
| Deepfake Detection | DF40 Average | Average AUC93.63 | 36 | |
| Deepfake Detection | DF40 (FE) | AUC99.88 | 36 | |
| Deepfake Detection | DF40 (EFS) | AUC0.9989 | 36 | |
| 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 | |
| Face Forgery Detection | DF40 sd2.1 | Accuracy (Acc)89.4 | 6 | |
| Face Forgery Detection | DF40 pixart | Accuracy93.3 | 6 | |
| Face Forgery Detection | DF40 MidJourney | Accuracy99.2 | 6 | |
| Face Forgery Detection | DF40 StyleGAN | Accuracy99.5 | 6 | |
| Face Forgery Detection | DF40 CollabDiff | Accuracy94.8 | 6 | |
| Face Forgery Detection | DF40 blendface | Accuracy92 | 6 | |
| Forgery Detection | DF40 FR (test) | Accuracy (ACC)91.3 | 5 |
Showing 23 of 23 rows