Face Forgery Detection on FaceForensics++ raw (test)
99.3AccuracyPatch-based
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Patch-based2022.01 | 99.3 | — | — | — | — | — | 99.9 | — | — | |
| RealForensics2022.01 | 99.3 | — | — | — | — | — | 99.9 | — | — | |
| Face X-ray2022.01 | 99.1 | — | — | — | — | — | 99.8 | — | — | |
| FTCN2022.01 | 99.1 | — | — | — | — | — | — | — | — | |
| Xception2022.01 | 99 | — | — | — | — | — | 99.8 | — | — | |
| LipForensics2022.01 | 98.9 | — | — | — | — | — | 99.9 | — | — | |
| CNN-aug2022.01 | 98.7 | — | — | — | — | — | 99.8 | — | — | |
| CNN-GRU2022.01 | 98.6 | — | — | — | — | — | 99.9 | — | — | |
| CNN-aug2020.12 | — | — | — | — | — | — | — | 98.7 | 99.8 | |
| CNN-GRU2020.12 | — | — | — | — | — | — | — | 98.6 | 99.9 | |
| EFNB4 + SBIsBackbone=EfficientNet-B4, Augmentation=SBIs2022.04 | — | 99.99 | 99.88 | 99.91 | 98.79 | 99.64 | — | — | — | |
| Face X-ray2020.12 | — | — | — | — | — | — | — | 99.1 | 99.8 | |
| Face X-ray + BIBackbone=Face X-ray, Augmentation=BI2022.04 | — | 99.17 | 98.57 | 98.21 | 98.13 | 98.52 | — | — | — | |
| LipForensics2020.12 | — | — | — | — | — | — | — | 98.9 | 99.9 | |
| Patch-based2020.12 | — | — | — | — | — | — | — | 99.3 | 99.9 | |
| PCL + I2GBackbone=PCL, Augmentation=I2G2022.04 | — | 100 | 98.97 | 99.86 | 97.63 | 99.11 | — | — | — | |
| Two-branch2020.12 | — | — | — | — | — | — | — | — | 99.1 | |
| Xception2020.12 | — | — | — | — | — | — | — | 99 | 99.8 |