Deepfake Detection on Celeb-DF v1 (test) benchmark leaderboard · SOTA2 Research

Deepfake Detection on Celeb-DF v1 (test)

0.961AUCSFAM

Evaluation Results

Method	Links
SFAM2026.04		0.961
Forensics Adapter2026.04		0.96
Effort2026.04		0.951
FFD2026.04		0.926
Efficientnet-B42026.04		0.923
UCF2026.04		0.923
Xception2026.04		0.922
RECCE2026.04		0.903
F3Net2026.04		0.891
SFAM2026.04		0.865
Forensics Adapter2026.04		0.857
CLIP2026.04		0.842
Effort2026.04		0.815
SFAM2026.04		0.814
Effort2026.04		0.778
CLIP2026.04		0.76
SFAM2026.04		0.747
UCF2026.04		0.742
F3Net2026.04		0.737
FFD2026.04		0.735
Effort2026.04		0.731
RECCE2026.04		0.73
UCF2026.04		0.72
Efficientnet-B42026.04		0.713
CLIP2026.04		0.712
RECCE2026.04		0.704
FFD2026.04		0.699
Xception2026.04		0.697
CLIP2026.04		0.697
UCF2026.04		0.691
Forensics Adapter2026.04		0.688
F3Net2026.04		0.677
F3Net2026.04		0.673
Forensics Adapter2026.04		0.665
Xception2026.04		0.66
Efficientnet-B42026.04		0.659
RECCE2026.04		0.656
Efficientnet-B42026.04		0.645
Xception2026.04		0.623
FFD2026.04		0.571