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ResearchFormerly WizWand

Deepfake Detection on CelebDF (test)

0.9388AUCID-unaware Deepfake Detection Model
0.472360.5934550.714550.835645Mar 23, 2022Apr 28, 2022Jun 3, 2022Jul 9, 2022Aug 14, 2022Sep 19, 2022Oct 26, 2022
Updated 8mo ago

Evaluation results

MethodLinks
ID-unaware Deepfake Detection ModelBackbone=Efficient-b42022.100.9388
SBIBackbone=Efficient-b42022.100.9318
ID-unaware Deepfake Detection ModelBackbone=Efficient-b32022.100.9308
ID-unaware Deepfake Detection ModelBackbone=ResNet-342022.100.9115
PCL+I2GBackbone=ResNet-342022.100.9003
Face-x-rayBackbone=HRNet2022.100.8058
SLADDTraining Set=FF++2022.030.797
SLADDBackbone=Xception2022.100.797
Local-Relation2022.100.7826
SPSLBackbone=Xception2022.100.7688
Two-branchTraining Set=FF++2022.030.734
Two-branchBackbone=DenseNet2022.100.734
SPSLTraining Set=FF++2022.030.724
MATBackbone=Efficient-b42022.100.6844
MADDTraining Set=FF++2022.030.674
MMMSBackbone=Transformer2022.100.657
XceptionTraining Set=FF++2022.030.653
F3-NetBackbone=Xception2022.100.6517
DSP-FWATraining Set=FF++2022.030.646
DSP-FWABackbone=ResNet-502022.100.646
CapsuleTraining Set=FF++2022.030.575
FWATraining Set=FF++2022.030.569
SMILTraining Set=FF++2022.030.563
VA-MLPTraining Set=FF++2022.030.55
Meso4Training Set=FF++2022.030.548
HeadposeTraining Set=FF++2022.030.546
Multi-task2022.100.543
Two-streamTraining Set=FF++2022.030.538
MesoInception4Training Set=FF++2022.030.536
XceptionBackbone=Xception2022.100.4903