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ResearchFormerly WizWand

Forgery detection on Celeb-DF v1

0.7875AUCLFWS
0.5947880.6448190.694850.744881May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
LFWSMethod Category=Method 2: Fusion, Training Dataset=FF++ (c23)2026.050.7875
SRMMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.050.7466
EfficientNet-B4Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.050.7363
LFWLMethod Category=Method 2: Fusion, Training Dataset=FF++ (c23)2026.050.7188
LBPMethod Category=Method 1, Training Dataset=FF++ (c23)2026.050.7106
F3NetMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.050.7052
WDFMethod Category=Method 1, Training Dataset=FF++ (c23)2026.050.686
SPSLMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.050.6734
ResNet-34Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.050.6607
XceptionMethod Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.050.6238
MesoNet-4Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.050.6022