Deepfake Detection on Celeb-DF v2 (test)

0.999Video-level AUC

Exposing the Deception

Updated 1mo ago

Evaluation Results

Method	Links
Exposing the Deception 2026.04		0.999
Frequency-Aware Triple Branch Network 2026.04		0.999
Wu et al. 2023 2026.04		0.998
FreqBlender 2026.04		0.993
Agarwal et al. 2020 2026.04		0.99
Xception 2026.04		0.985
SFAM 2026.04		0.965
Ours 2024.08		0.947
CDFA 2026.03		0.938
SBIs 2026.04		0.937
Xception 2026.04		0.935
FInfer 2026.04		0.933
SFAM 2026.04		0.929
OPR 2024.08		0.925
TALL-Swin 2024.08		0.908
ProDet + TSRL 2026.03		0.907
DeepfakeUCL 2026.04		0.905
Effort + TSRL 2026.03		0.901
AltFreezing 2024.08		0.895
AltFreezing 2024.08		0.895
NACO 2024.08		0.895
LTTD 2024.08		0.893
Choi et al. 2024.08		0.89
StyleDFD 2024.08		0.89
TD-3DCNN 2026.04		0.888
SBI 2026.03		0.886
ProDet 2026.03		0.884
LSDA 2026.03		0.875
Effort 2026.03		0.871
FTCN 2024.08		0.869
FTCN 2024.08		0.869
FT-two-stream 2026.04		0.867
RealForensics 2024.08		0.857
RealForensics 2024.08		0.857
CLIP + TSRL 2026.03		0.849
UCF + TSRL 2026.03		0.843
SRM 2026.03		0.84
SLADD 2026.03		0.837
SFAM 2026.04		0.837
TALL 2026.03		0.831
LipForensics 2024.08		0.824
LipForensics 2024.08		0.824
DCL 2025.06		0.823
RECCE 2026.03		0.823
UCF 2026.03		0.807
SPSL 2026.03		0.799
CORE + TSRL 2026.03		0.798
GFF 2025.06		0.794
IID + TSRL 2026.03		0.791
HCIL 2024.08		0.79
F3Net 2026.03		0.789
Xception 2026.04		0.787
IID 2026.03		0.776
SFAM 2026.04		0.775
LTW 2025.06		0.7714
CAST-B0 2025.06		0.7698
MeST-Former 2025.06		0.7633
SFDG 2025.06		0.7583
CLIP 2026.03		0.751
CAST-B5 2025.06		0.7492
Face X-ray 2025.06		0.742
ID-MAM 2025.06		0.7204
Xception 2026.04		0.703
CORE 2026.03		0.697
RECCE 2025.06		0.6871
MAT 2025.06		0.674
Xception 2026.04		0.664
Meso4 2026.04		0.662