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ResearchFormerly WizWand

Deepfake Detection on UADFV

0.994AUCForensics Adapter
0.597760.700630.80350.90637Apr 9, 2021Feb 9, 2022Dec 13, 2022Oct 16, 2023Aug 17, 2024Jun 20, 2025Apr 23, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Forensics Adapter2026.040.994
LRNetSize=0.18 M, Data Augmentation=false, Training Dataset=FF++2021.040.985
SFAM2026.040.984
DSP-FWASize=28 M, Data Augmentation=true, Training Dataset=Unpub.2021.040.977
FWASize=26 M, Data Augmentation=true, Training Dataset=Unpub.2021.040.974
FFD2026.040.973
Effort2026.040.965
Xception2026.040.963
Efficientnet-B42026.040.96
UCF2026.040.955
RECCE2026.040.943
F3Net2026.040.93
CLIP2026.040.895
Meso4Size=0.03 M, Data Augmentation=false, Training Dataset=Unpub.2021.040.843
XceptionSize=20.8 M, Data Augmentation=false, Training Dataset=FF++2021.040.804
CNN+RNNSize=24.3 M, Data Augmentation=false, Training Dataset=FF++2021.040.709
CapsuleSize=15 M, Data Augmentation=false, Training Dataset=FF++2021.040.613