Deepfake Detection Uncertainty Fusion on FaceForensics++ (FF++) (test)
0.463Mean Pearson Correlation (ρ)Random Forest
Evaluation Results
| Method | Links | |
|---|---|---|
| Random ForestCross-Domain Optimization=false2026.06 | 0.463 | |
| NeuralCross-Domain Optimization=false2026.06 | 0.461 | |
| LogisticCross-Domain Optimization=false2026.06 | 0.452 | |
| 2M-Ens.Cross-Domain Optimization=true2026.06 | 0.449 | |
| Meta-Ens.Cross-Domain Optimization=true2026.06 | 0.448 | |
| RidgeCross-Domain Optimization=false2026.06 | 0.441 | |
| L1-COFCross-Domain Optimization=true2026.06 | 0.438 | |
| COFCross-Domain Optimization=true (best)2026.06 | 0.438 | |
| Hier-Fus.Cross-Domain Optimization=true2026.06 | 0.434 | |
| SC-WeightCross-Domain Optimization=true2026.06 | 0.431 | |
| AveragingCross-Domain Optimization=false2026.06 | 0.421 | |
| MaxCross-Domain Optimization=false2026.06 | 0.413 |