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Forgery detection on Celeb-DF v2

0.7651AUCLFWL
0.6017160.6441330.686550.728967May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
LFWLMethod Category=Method 2: Fusion, Training Dataset=DFDCP2026.050.7651
LFWSMethod Category=Method 2: Fusion, Training Dataset=FF++ (c23)2026.050.7548
LFWSMethod Category=Method 2: Fusion, Training Dataset=DFDCP2026.050.7539
SRMMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.050.7345
LFWLMethod Category=Method 2: Fusion, Training Dataset=FF++ (c23)2026.050.7324
WDFMethod Category=Method 1, Training Dataset=DFDCP2026.050.7297
LBPMethod Category=Method 1, Training Dataset=FF++ (c23)2026.050.7216
SRMMethod Category=Frequency-based, Training Dataset=DFDCP2026.050.7188
LBPMethod Category=Method 1, Training Dataset=DFDCP2026.050.718
WDFMethod Category=Method 1, Training Dataset=FF++ (c23)2026.050.7108
F3NetMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.050.7083
SPSLMethod Category=Frequency-based, Training Dataset=FF++ (c23)2026.050.6999
EffB4Method Category=Baseline CNNs, Training Dataset=DFDCP2026.050.6956
RNet34Method Category=Baseline CNNs, Training Dataset=DFDCP2026.050.6928
XceptionMethod Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.050.6875
XceptMethod Category=Baseline CNNs, Training Dataset=DFDCP2026.050.6873
F3NetMethod Category=Frequency-based, Training Dataset=DFDCP2026.050.6812
SPSLMethod Category=Frequency-based, Training Dataset=DFDCP2026.050.6797
Meso4Method Category=Baseline CNNs, Training Dataset=DFDCP2026.050.6737
ResNet-34Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.050.6712
EfficientNet-B4Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.050.6684
MesoNet-4Method Category=Baseline CNNs, Training Dataset=FF++ (c23)2026.050.608