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ResearchFormerly WizWand

Deepfake Detection on Celeb-DF v1 (test)

0.961AUCSFAM
0.55540.66070.7660.8713Apr 23, 2026
Updated 6mo ago

Evaluation results

MethodLinks
SFAMTraining Dataset=UADFV2026.040.961
Forensics AdapterTraining Dataset=UADFV2026.040.96
EffortTraining Dataset=UADFV2026.040.951
FFDTraining Dataset=UADFV2026.040.926
Efficientnet-B4Training Dataset=UADFV2026.040.923
UCFTraining Dataset=UADFV2026.040.923
XceptionTraining Dataset=UADFV2026.040.922
RECCETraining Dataset=UADFV2026.040.903
F3NetTraining Dataset=UADFV2026.040.891
SFAMTraining Dataset=CDv22026.040.865
Forensics AdapterTraining Dataset=CDv22026.040.857
CLIPTraining Dataset=UADFV2026.040.842
EffortTraining Dataset=CDv22026.040.815
SFAMTraining Dataset=DFDC2026.040.814
EffortTraining Dataset=DFDCP2026.040.778
CLIPTraining Dataset=DFDC2026.040.76
SFAMTraining Dataset=DFDCP2026.040.747
UCFTraining Dataset=DFDCP2026.040.742
F3NetTraining Dataset=DFDC2026.040.737
FFDTraining Dataset=DFDC2026.040.735
EffortTraining Dataset=DFDC2026.040.731
RECCETraining Dataset=DFDC2026.040.73
UCFTraining Dataset=CDv22026.040.72
Efficientnet-B4Training Dataset=CDv22026.040.713
CLIPTraining Dataset=DFDCP2026.040.712
RECCETraining Dataset=CDv22026.040.704
FFDTraining Dataset=DFDCP2026.040.699
XceptionTraining Dataset=CDv22026.040.697
CLIPTraining Dataset=CDv22026.040.697
UCFTraining Dataset=DFDC2026.040.691
Forensics AdapterTraining Dataset=DFDC2026.040.688
F3NetTraining Dataset=CDv22026.040.677
F3NetTraining Dataset=DFDCP2026.040.673
Forensics AdapterTraining Dataset=DFDCP2026.040.665
XceptionTraining Dataset=DFDC2026.040.66
Efficientnet-B4Training Dataset=DFDC2026.040.659
RECCETraining Dataset=DFDCP2026.040.656
Efficientnet-B4Training Dataset=DFDCP2026.040.645
XceptionTraining Dataset=DFDCP2026.040.623
FFDTraining Dataset=CDv22026.040.571