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Forgery detection on DFDCP

94.11AUCRNet34
55.869265.797175.72585.6529May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
RNet34Method Category=Baseline CNNs, Training Dataset=DFDCP2026.0594.11
XceptMethod Category=Baseline CNNs, Training Dataset=DFDCP2026.0594.08
SRMMethod Category=Frequency-based, Training Dataset=DFDCP2026.0593.8
EffB4Method Category=Baseline CNNs, Training Dataset=DFDCP2026.0593.13
LFWSMethod Category=Method 2: Fusion, Training Dataset=DFDCP2026.0592.62
F3NetMethod Category=Frequency-based, Training Dataset=DFDCP2026.0592.45
LFWLMethod Category=Method 2: Fusion, Training Dataset=DFDCP2026.0592.24
LBPMethod Category=Method 1, Training Dataset=DFDCP2026.0592.13
SPSLMethod Category=Frequency-based, Training Dataset=DFDCP2026.0592.09
WDFMethod Category=Method 1, Training Dataset=DFDCP2026.0591.68
Meso4Method Category=Baseline CNNs, Training Dataset=DFDCP2026.0579.37
LFWLMethod Category=Method 2: Fusion, Training Dataset=FF++ (c23)2026.0573.45
F3NetMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.0572.59
SPSLMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.0572.49
WDFMethod Category=Method 1, Training Dataset=FF++ (c23)2026.0572.44
LBPMethod Category=Method 1, Training Dataset=FF++ (c23)2026.0571.49
SRMMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.0570.19
LFWSMethod Category=Method 2: Fusion, Training Dataset=FF++ (c23)2026.0569.91
XceptionMethod Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.0567.64
EfficientNet-B4Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.0567.37
ResNet-34Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.0563.55
MesoNet-4Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.0557.34