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ResearchFormerly WizWand

Deepfake Detection on DF40 (EFS)

0.9989AUCDeepspace
0.5008440.6301470.759450.888753Jun 1, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DeepspaceTraining Set=EFS(FF)2026.060.9989
XceptionTraining Set=EFS(FF)2026.060.9988
S3-NSPTraining Set=EFS(FF)2026.060.9985
S3-NAETraining Set=EFS(FF)2026.060.9985
S3-NSP+NAETraining Set=EFS(FF)2026.060.9981
SRMTraining Set=EFS(FF)2026.060.9976
UCFTraining Set=EFS(FF)2026.060.9969
SPSLTraining Set=EFS(FF)2026.060.9965
F3NetTraining Set=EFS(FF)2026.060.9742
SpecXNetTraining Set=EFS(FF)2026.060.9731
RECCETraining Set=EFS(FF)2026.060.945
FreqNetTraining Set=EFS(FF)2026.060.8955
S3-NSPTraining Set=FS(FF)2026.060.8841
S3-NSP+NAETraining Set=FS(FF)2026.060.8837
UCFTraining Set=FS(FF)2026.060.8632
XceptionTraining Set=FS(FF)2026.060.8615
S3-NAETraining Set=FS(FF)2026.060.8611
DeepspaceTraining Set=FS(FF)2026.060.8487
S3-NAETraining Set=FR(FF)2026.060.8366
SRMTraining Set=FS(FF)2026.060.8117
SPSLTraining Set=FS(FF)2026.060.7834
F3NetTraining Set=FS(FF)2026.060.7648
S3-NSPTraining Set=FR(FF)2026.060.7609
S3-NSP+NAETraining Set=FR(FF)2026.060.7403
FreqNetTraining Set=FR(FF)2026.060.7161
DeepspaceTraining Set=FR(FF)2026.060.706
UCFTraining Set=FR(FF)2026.060.7028
SRMTraining Set=FR(FF)2026.060.6932
RECCETraining Set=FS(FF)2026.060.6894
RECCETraining Set=FR(FF)2026.060.6893
XceptionTraining Set=FR(FF)2026.060.6772
SPSLTraining Set=FR(FF)2026.060.6656
F3NetTraining Set=FR(FF)2026.060.6422
FreqNetTraining Set=FS(FF)2026.060.6306
SpecXNetTraining Set=FS(FF)2026.060.6303
SpecXNetTraining Set=FR(FF)2026.060.52