Face Forgery Detection on FaceForensics++ with unseen corruptions (test)
99.9AUC (Clean)Patch-based
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Patch-based2020.12 | 99.9 | 84.3 | 74.2 | 99.2 | 50 | 54.4 | 56.7 | 53.4 | 67.5 | |
| CNN-GRU2020.12 | 99.9 | 99 | 98.8 | 97.9 | 47.9 | 71.5 | 86.5 | 74.5 | 82.3 | |
| LipForensics2020.12 | 99.9 | 99.9 | 99.6 | 87.4 | 73.8 | 96.1 | 95.6 | 95.6 | 92.5 | |
| Xception2020.12 | 99.8 | 99.3 | 98.6 | 99.7 | 53.8 | 60.2 | 74.2 | 62.1 | 78.3 | |
| CNN-aug2020.12 | 99.8 | 99.3 | 99.1 | 95.2 | 54.7 | 76.5 | 91.2 | 72.5 | 84.1 | |
| Face X-ray2020.12 | 99.8 | 97.6 | 88.5 | 99.1 | 49.8 | 63.8 | 88.6 | 55.2 | 77.5 |