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ResearchFormerly WizWand

Face Forgery Detection on Celeb-DF v1

99.6Video-level AUCVRAG-DFD
59.102469.616280.1390.6438Apr 15, 2026Apr 22, 2026Apr 29, 2026May 6, 2026May 13, 2026May 20, 2026May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
VRAG-DFDVenue=CVPRF 2026, Explainable=true, Research Topic=MLLM + Dynamic RAG2026.0499.6
KFDVenue=ICML 2025, Explainable=true, Research Topic=MLLM + Static Knowledge2026.0497.62
EffortVenue=ICML 2025, Explainable=false, Research Topic=Fine-tune CLIP-ViT2026.0496.05
SBIVenue=CVPR 2022, Explainable=false, Research Topic=Blending2026.0493.44
AltFreezingVenue=CVPR 2023, Explainable=false, Research Topic=Spatial + Temporal2026.0488.48
F2TransVenue=TIFS 2023, Explainable=false, Research Topic=Attention + Wavelet2026.0486.29
UCFVenue=ICCV 2023, Explainable=false, Research Topic=Disentanglement2026.0486.08
F3-NetVenue=ECCV 2020, Explainable=false, Research Topic=Frequency + CNN2026.0481.11
LFWLMethod Category=Method 2: Fusion, Training Dataset=DFDCP2026.0576.59
LFWSMethod Category=Method 2: Fusion, Training Dataset=DFDCP2026.0574.88
WDFMethod Category=Method 1, Training Dataset=DFDCP2026.0571.81
LBPMethod Category=Method 1, Training Dataset=DFDCP2026.0571.34
XceptMethod Category=Baseline CNNs, Training Dataset=DFDCP2026.0569.96
EffB4Method Category=Baseline CNNs, Training Dataset=DFDCP2026.0565.83
SPSLMethod Category=Frequency-based, Training Dataset=DFDCP2026.0565.65
Meso4Method Category=Baseline CNNs, Training Dataset=DFDCP2026.0565.04
F3NetMethod Category=Frequency-based, Training Dataset=DFDCP2026.0564.97
SRMMethod Category=Frequency-based, Training Dataset=DFDCP2026.0564.86
RNet34Method Category=Baseline CNNs, Training Dataset=DFDCP2026.0560.66