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Deepfake Detection on Celeb-DF v1 (test)

0.961AUC

SFAM

Updated 1mo ago

Evaluation Results

Method	Links
SFAM 2026.04		0.961
Forensics Adapter 2026.04		0.96
Effort 2026.04		0.951
FFD 2026.04		0.926
Efficientnet-B4 2026.04		0.923
UCF 2026.04		0.923
Xception 2026.04		0.922
RECCE 2026.04		0.903
F3Net 2026.04		0.891
SFAM 2026.04		0.865
Forensics Adapter 2026.04		0.857
CLIP 2026.04		0.842
Effort 2026.04		0.815
SFAM 2026.04		0.814
Effort 2026.04		0.778
CLIP 2026.04		0.76
SFAM 2026.04		0.747
UCF 2026.04		0.742
F3Net 2026.04		0.737
FFD 2026.04		0.735
Effort 2026.04		0.731
RECCE 2026.04		0.73
UCF 2026.04		0.72
Efficientnet-B4 2026.04		0.713
CLIP 2026.04		0.712
RECCE 2026.04		0.704
FFD 2026.04		0.699
Xception 2026.04		0.697
CLIP 2026.04		0.697
UCF 2026.04		0.691
Forensics Adapter 2026.04		0.688
F3Net 2026.04		0.677
F3Net 2026.04		0.673
Forensics Adapter 2026.04		0.665
Xception 2026.04		0.66
Efficientnet-B4 2026.04		0.659
RECCE 2026.04		0.656
Efficientnet-B4 2026.04		0.645
Xception 2026.04		0.623
FFD 2026.04		0.571