Deepfake Detection on FF++ Race (test)
5.43FFPRDAW-FDD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DAW-FDDBackbone=Xception2025.11 | 5.43 | 14.69 | 94.15 | 97.46 | |
| DAG-FDDBackbone=Xception2025.11 | 5.48 | 9.2 | 93.43 | 96.72 | |
| RSEF-FDDBackbone=Xception2025.11 | 8.39 | 5.28 | 93.6 | 97.09 | |
| Synergistic Fairness Optimization frameworkBackbone=Xception2025.11 | 9.29 | 4.35 | 94.86 | 97.71 | |
| PG-FDDBackbone=Xception2025.11 | 11.13 | 4.78 | 94.52 | 97.66 | |
| OriBackbone=Xception2025.11 | 19.76 | 4.74 | 82.85 | 92.69 | |
| FairadapterBackbone=ViT-L/142025.11 | 43.22 | 20.39 | 56.03 | 71.5 |