Deepfake Detection on FF++ Gender (test)
0.53FFPRSynergistic Fairness Optimization framework
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Synergistic Fairness Optimization frameworkBackbone=Xception2025.11 | 0.53 | 3.61 | 96.45 | 97.71 | |
| RSEF-FDDBackbone=Xception2025.11 | 0.57 | 8.55 | 94.91 | 97.09 | |
| PG-FDDBackbone=Xception2025.11 | 0.62 | 4.74 | 96.32 | 97.66 | |
| DAW-FDDBackbone=Xception2025.11 | 0.78 | 9.52 | 95.76 | 97.46 | |
| DAG-FDDBackbone=Xception2025.11 | 1.82 | 4.65 | 94.87 | 96.72 | |
| OriBackbone=Xception2025.11 | 4.1 | 5.72 | 91.93 | 92.69 | |
| FairadapterBackbone=ViT-L/142025.11 | 4.16 | 12.21 | 67.85 | 71.5 |