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ResearchFormerly WizWand

Face Forgery Detection on UADFV

93.25AUCLFWL
48.280459.955271.6383.3048Mar 3, 2026Mar 17, 2026Mar 31, 2026Apr 14, 2026Apr 28, 2026May 12, 2026May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
LFWLMethod Category=Method 2: Fusion, Training Dataset=FF++ (c23)2026.0593.25
WDFMethod Category=Method 1, Training Dataset=FF++ (c23)2026.0591.67
SRMMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.0591.63
LFWSMethod Category=Method 2: Fusion, Training Dataset=FF++ (c23)2026.0591.1
ResNet-34Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.0590.99
EfficientNet-B4Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.0590.72
F3NetMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.0590.43
MesoIncepPrivacy Preserving=None, Type=Plain2026.0389.78
LBPMethod Category=Method 1, Training Dataset=FF++ (c23)2026.0589.75
XceptionMethod Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.0589.66
LFWLMethod Category=Method 2: Fusion, Training Dataset=DFDCP2026.0589.03
LFWSMethod Category=Method 2: Fusion, Training Dataset=DFDCP2026.0588.96
SPSLMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.0588.05
XceptionPrivacy Preserving=None, Type=Plain2026.0388.01
WDFMethod Category=Method 1, Training Dataset=DFDCP2026.0587.49
MesoNet-4Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.0587.14
LBPMethod Category=Method 1, Training Dataset=DFDCP2026.0586.76
Meso4Method Category=Baseline CNNs, Training Dataset=DFDCP2026.0584.51
SRMMethod Category=Frequency-based, Training Dataset=DFDCP2026.0583.17
HiNetFFD Detector=Xception, Type=Plain2026.0380.49
EffB4Method Category=Baseline CNNs, Training Dataset=DFDCP2026.0580
SPSLMethod Category=Frequency-based, Training Dataset=DFDCP2026.0579.37
HiNetFFD Detector=MesoIncep, Type=Plain2026.0378.21
F3NetPrivacy Preserving=None, Type=Freq.2026.0377.76
XceptMethod Category=Baseline CNNs, Training Dataset=DFDCP2026.0577.57
RNet34Method Category=Baseline CNNs, Training Dataset=DFDCP2026.0577.1
F3NetMethod Category=Frequency-based, Training Dataset=DFDCP2026.0576.69
HiDDeNFFD Detector=Meso4, Type=Plain2026.0376.31
WengNetFFD Detector=Xception, Type=Plain2026.0375.81
BalujaNetFFD Detector=MesoIncep, Type=Plain2026.0375.47
HiDDeNFFD Detector=Xception, Type=Plain2026.0374.36
BalujaNetFFD Detector=Xception, Type=Plain2026.0374.05
StegaFFDPrivacy Preserving=HiDDeN, Type=Freq.2026.0373.63
HiDDeNFFD Detector=MesoIncep, Type=Plain2026.0373.56
WengNetFFD Detector=F3Net, Type=Freq.2026.0369.78
HiDDeNFFD Detector=F3Net, Type=Freq.2026.0368.24
HiNetFFD Detector=F3Net, Type=Freq.2026.0368.04
BalujaNetFFD Detector=Meso4, Type=Plain2026.0366.14
SFDAPrivacy Preserving=HiDDeN, Type=Freq.2026.0366.05
BalujaNetFFD Detector=F3Net, Type=Freq.2026.0365.32
WengNetFFD Detector=Meso4, Type=Plain2026.0360.8
FalcoFFD Detector=MesoIncep, Type=Plain2026.0360.48
Meso4Privacy Preserving=None, Type=Plain2026.0359.05
FalcoFFD Detector=Meso4, Type=Plain2026.0353.1
HiNetFFD Detector=Meso4, Type=Plain2026.0353.01
WengNetFFD Detector=MesoIncep, Type=Plain2026.0352.14
FalcoFFD Detector=Xception, Type=Plain2026.0351.48
SFDA+SDAPrivacy Preserving=HiDDeN, Type=Freq.2026.0350.04
FalcoFFD Detector=F3Net, Type=Freq.2026.0350.01