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ResearchFormerly WizWand

Face Forgery Detection on FaceShifter HQ (FSh)

97.1Video-level AUCLipForensics
45.006458.530772.05585.5793Dec 14, 2020Oct 27, 2021Sep 10, 2022Jul 24, 2023Jun 6, 2024Apr 19, 2025Mar 3, 2026
Updated 8mo ago

Evaluation results

MethodLinks
LipForensicsPre-training=Lipreading, Feature Extractor=Frozen2020.1297.1
Ft wholePre-training=Lipreading, Fine-tuning=Full network2020.1293.9
Face X-ray2020.1292.8
ScratchPre-training=None2020.1284.7
CNN-GRU2020.1280.8
F3NetPrivacy Preserving=None, Type=Freq.2026.0372.66
Xception2020.1272
MesoIncepPrivacy Preserving=None, Type=Plain2026.0369.21
Multi-task2020.1266
CNN-aug2020.1265.7
DSP-FWA2020.1265.5
BalujaNetFFD Detector=MesoIncep, Type=Plain2026.0363.5
HiNetFFD Detector=MesoIncep, Type=Plain2026.0362.15
HiDDeNFFD Detector=MesoIncep, Type=Plain2026.0361.72
XceptionPrivacy Preserving=None, Type=Plain2026.0359.48
StegaFFDPrivacy Preserving=HiDDeN, Type=Freq.2026.0358.68
BalujaNetFFD Detector=F3Net, Type=Freq.2026.0358.52
Patch-based2020.1257.8
HiDDeNFFD Detector=F3Net, Type=Freq.2026.0357.15
HiDDeNFFD Detector=Meso4, Type=Plain2026.0356.94
FalcoFFD Detector=Xception, Type=Plain2026.0354.98
FalcoFFD Detector=F3Net, Type=Freq.2026.0354.54
FalcoFFD Detector=MesoIncep, Type=Plain2026.0354.43
FalcoFFD Detector=Meso4, Type=Plain2026.0354.06
WengNetFFD Detector=Meso4, Type=Plain2026.0353.64
WengNetFFD Detector=F3Net, Type=Freq.2026.0353.35
HiNetFFD Detector=F3Net, Type=Freq.2026.0353.13
SFDAPrivacy Preserving=HiDDeN, Type=Freq.2026.0353.04
Meso4Privacy Preserving=None, Type=Plain2026.0352.9
BalujaNetFFD Detector=Meso4, Type=Plain2026.0350.85
BalujaNetFFD Detector=Xception, Type=Plain2026.0350.75
WengNetFFD Detector=Xception, Type=Plain2026.0350.44
HiNetFFD Detector=Meso4, Type=Plain2026.0350.38
WengNetFFD Detector=MesoIncep, Type=Plain2026.0350.23
SFDA+SDAPrivacy Preserving=HiDDeN, Type=Freq.2026.0350.03
HiDDeNFFD Detector=Xception, Type=Plain2026.0349.64
HiNetFFD Detector=Xception, Type=Plain2026.0347.01