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ResearchFormerly WizWand

Face Forgery Detection on CDF v2 (test)

97.37Frame-Level AUCSGF-CDNet
65.577273.831182.08590.3389Mar 25, 2026Apr 10, 2026Apr 27, 2026May 14, 2026May 31, 2026Jun 17, 2026Jul 4, 2026
Updated 3mo ago

Evaluation results

MethodLinks
SGF-CDNetVenue=ICMEW 2026, Input Type=Frame, Training Set (Real)=Yes, Training Set (Fake)=Yes2026.0797.37
WMambaVenue=ACM MM 2025, Input Type=Frame, Training Set (Real)=Yes, Training Set (Fake)=Yes2026.0796.29
RAEVenue=ECCV 2024, Input Type=Frame, Training Set (Real)=Yes, Training Set (Fake)=Yes2026.0795.5
LAA-NetVenue=CVPR 2024, Input Type=Frame, Training Set (Real)=Yes, Training Set (Fake)=Yes2026.0795.4
DFD-FCGVenue=CVPR 2025, Input Type=Video, Training Set (Real)=Yes, Training Set (Fake)=Yes2026.0795
FreqBlenderVenue=NeurIPS 2024, Input Type=Frame, Training Set (Real)=Yes, Training Set (Fake)=Yes2026.0794.59
SBIVenue=CVPR 2022, Input Type=Frame, Training Set (Real)=Yes, Training Set (Fake)=Yes2026.0793.18
UDDVenue=AAAI 2025, Input Type=Frame, Training Set (Real)=Yes, Training Set (Fake)=Yes2026.0793.1
AUNetVenue=CVPR 2023, Input Type=Frame, Training Set (Real)=Yes, Training Set (Fake)=Yes2026.0792.77
TALL++Venue=IJCV 2024, Input Type=Video, Training Set (Real)=Yes, Training Set (Fake)=Yes2026.0791.96
NACOVenue=ECCV 2024, Input Type=Video, Training Set (Real)=Yes, Training Set (Fake)=Yes2026.0789.5
CoRITVenues=-, Backbone=CLIP-ViT-L/14, Optimizer=SAM, Backbone Status=Frozen2026.0389.1
SeeABLEVenue=ICCV 2023, Input Type=Frame, Training Set (Real)=Yes, Training Set (Fake)=Yes2026.0787.3
UDDVenues=AAAI’252026.0386.9
FIA-USAVenues=NIPS’252026.0386.7
ED [55]Venues=AAAI’242026.0386.4
ED [13]Venues=TIP’252026.0383.9
FreqDebiasVenues=CVPR’252026.0383.6
LSDAVenues=CVPR’242026.0383
KNDVenues=MM’252026.0381.5
SBIVenues=CVPR’222026.0381.3
ForAdaVenues=CVPR’25, Backbone=CLIP-ViT-L/14, Optimizer=SAM, Backbone Status=Trainable2026.0381
DiffFakeVenues=NIPS’242026.0380.5
SPSLVenues=CVPR’212026.0376.5
SRMVenues=CVPR’212026.0375.5
UCFVenues=ICCV’232026.0375.3
EfficientB4Venues=ICML’192026.0374.9
UniFDVenues=CVPR’23, Backbone=CLIP-ViT-L/14, Optimizer=SAM, Backbone Status=Frozen2026.0374.9
FFDVenues=CVPR’202026.0374.4
XceptionVenues=ICCV’192026.0373.7
F3NetVenues=AAAI’202026.0373.5
RecceVenues=CVPR’222026.0373.2
FoCusVenues=TIFS’242026.0372
Face X-rayVenues=CVPR’202026.0367.9
FWAVenues=CVPRW’192026.0366.8