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ResearchFormerly WizWand

Deepfake Detection on DFD v1 (test)

97.2AUCForAda
71.158477.919284.6891.4408Jun 26, 2025Aug 18, 2025Oct 10, 2025Dec 2, 2025Jan 24, 2026Mar 18, 2026May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ForAdaTraining Data=FF++, Evaluation Protocol=Video-level2026.0597.2
BlenDTraining Data=25k ScaleDF (real) + SBI fakes, Evaluation Protocol=Video-level2026.0597.1
GenD-PETraining Data=FF++, Evaluation Protocol=Video-level2026.0596.5
FS-VFMTraining Data=FF++, Evaluation Protocol=Video-level2026.0596.2
EffortTraining Data=FF++, Evaluation Protocol=Video-level2026.0595.2
CAST-B0Year=2025, Training Dataset=FF++ (HQ)2025.0693.31
CAST-B5Year=2025, Training Dataset=FF++ (HQ)2025.0692.07
GFFYear=2021, Training Dataset=FF++ (HQ)2025.0691.9
DCLYear=2022, Training Dataset=FF++ (HQ)2025.0691.66
LTWYear=2021, Training Dataset=FF++ (HQ)2025.0688.56
SFDGYear=2023, Training Dataset=FF++ (HQ)2025.0688
SBITraining Data=FF++ with pseudo-fakes, Evaluation Protocol=Video-level2026.0587.8
FSBITraining Data=FF++ with pseudo-fakes, Evaluation Protocol=Video-level2026.0586.9
FSFMTraining Data=FF++, Evaluation Protocol=Video-level2026.0586.6
Face X-rayYear=2020, Training Dataset=FF++ (HQ)2025.0685.6
MeST-FormerYear=2024, Training Dataset=FF++ (HQ)2025.0672.16