FF++
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Deepfake Detection | FF++ video-level 8 (test) | Accuracy98.01 | 40 | |
| Deepfake Detection | FF++ (test) | AUC99.96 | 39 | |
| Deepfake Detection | FF++ | AUC99.9 | 34 | |
| Face Forgery Detection | FF++ (HQ) | AUC DF100 | 27 | |
| Deepfake Detection | FF++ HQ (test) | AUC (DF)0.999 | 24 | |
| Deepfake Detection | FF++ Intra-dataset c23 | AUC100 | 24 | |
| Deepfake Attack | FF++ spatial-based (test) | ResNet Accuracy98.2 | 24 | |
| Adversarial Attack on Deepfake Detectors | FF++ (test) | ASR (DCTA)87.5 | 18 | |
| Facial manipulation detection | FF++ | AUC0.9444 | 16 | |
| Deepfake Detection | FF++ Intra-dataset (c40) | Accuracy100 | 15 | |
| Deepfake Detection | FF++ HQ | AUC0.9931 | 12 | |
| Frame-level Face Forgery Detection | FF++ HQ | AUC99.46 | 12 | |
| DeepFake Detection | FF++ Average across scenarios | Accuracy95.7 | 10 | |
| DeepFake Detection | FF++ Adversarial Attack | Accuracy91 | 10 | |
| DeepFake Detection | FF++ Partial Noisy | Accuracy100 | 10 | |
| DeepFake Detection | FF++ Partial Blurring | Accuracy96 | 10 | |
| DeepFake Detection | FF++ Sunglass Masking | Accuracy96 | 10 | |
| Face Swapping | FF++ | ID Similarity0.636 | 10 | |
| Face Forgery Classification | FF++ (test) | AUC99.9 | 9 | |
| Face swap detection | FF++ c40 compression (test) | Accuracy93.83 | 7 | |
| Face swap detection | FF++ c23 compression (test) | Accuracy99.11 | 7 | |
| LipSync Manipulation Detection | FF++ (test) | ACC95.1 | 7 | |
| Deepfake Detection | FF++ Protocol-2 (c23) | UniFace Score96 | 5 | |
| Face Forgery Detection | FF++ leave-one-out manipulation HQ (test) | Avg Video-level AUC99.7 | 4 | |
| Deepfake Detection | FF++ | Accuracy97 | 4 |
Showing 25 of 26 rows