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ResearchFormerly WizWand

Deepfake Detection Uncertainty Fusion on FaceForensics++ (FF++) (test)

0.463Mean Pearson Correlation (ρ)Random Forest
0.4110.42450.4380.4515Jun 4, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Random ForestCross-Domain Optimization=false2026.060.463
NeuralCross-Domain Optimization=false2026.060.461
LogisticCross-Domain Optimization=false2026.060.452
2M-Ens.Cross-Domain Optimization=true2026.060.449
Meta-Ens.Cross-Domain Optimization=true2026.060.448
RidgeCross-Domain Optimization=false2026.060.441
L1-COFCross-Domain Optimization=true2026.060.438
COFCross-Domain Optimization=true (best)2026.060.438
Hier-Fus.Cross-Domain Optimization=true2026.060.434
SC-WeightCross-Domain Optimization=true2026.060.431
AveragingCross-Domain Optimization=false2026.060.421
MaxCross-Domain Optimization=false2026.060.413