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ResearchFormerly WizWand

DeepFake Detection on DF40 FS

99.7AUCUniShield
-3.3702423.3883850.14776.90562Oct 3, 2025Nov 12, 2025Dec 22, 2025Jan 31, 2026Mar 12, 2026Apr 21, 2026Jun 1, 2026
Updated 5mo ago

Evaluation results

MethodLinks
UniShield2025.1099.7
CLIP2025.1099.6
RFM2025.1099.2
Xception2025.1099.1
RECCE2025.1099.1
SRM2025.1098.8
SPSL2025.1098.7
DFD-R12025.1092.3
S3-NSPTraining Set=FS(FF)2026.060.9858
S3-NSP+NAETraining Set=FS(FF)2026.060.9856
S3-NAETraining Set=FS(FF)2026.060.984
DeepspaceTraining Set=FS(FF)2026.060.9839
XceptionTraining Set=FS(FF)2026.060.9832
SPSLTraining Set=FS(FF)2026.060.9772
UCFTraining Set=FS(FF)2026.060.9766
SRMTraining Set=FS(FF)2026.060.9713
F3NetTraining Set=FS(FF)2026.060.9487
SpecXNetTraining Set=FS(FF)2026.060.8956
S3-NAETraining Set=FR(FF)2026.060.8761
DeepspaceTraining Set=FR(FF)2026.060.8698
S3-NSPTraining Set=FR(FF)2026.060.8692
RECCETraining Set=FS(FF)2026.060.8637
XceptionTraining Set=FR(FF)2026.060.8619
SPSLTraining Set=FR(FF)2026.060.8527
FreqNetTraining Set=FR(FF)2026.060.852
UCFTraining Set=FR(FF)2026.060.8512
SRMTraining Set=FR(FF)2026.060.8489
S3-NSP+NAETraining Set=FR(FF)2026.060.8464
FreqNetTraining Set=FS(FF)2026.060.8458
RECCETraining Set=FR(FF)2026.060.8087
S3-NSPTraining Set=EFS(FF)2026.060.8021
S3-NSP+NAETraining Set=EFS(FF)2026.060.7967
SRMTraining Set=EFS(FF)2026.060.7906
SPSLTraining Set=EFS(FF)2026.060.7761
XceptionTraining Set=EFS(FF)2026.060.7697
DeepspaceTraining Set=EFS(FF)2026.060.7686
S3-NAETraining Set=EFS(FF)2026.060.7668
F3NetTraining Set=FR(FF)2026.060.7267
RECCETraining Set=EFS(FF)2026.060.6987
SpecXNetTraining Set=FR(FF)2026.060.6897
UCFTraining Set=EFS(FF)2026.060.6896
F3NetTraining Set=EFS(FF)2026.060.6651
SpecXNetTraining Set=EFS(FF)2026.060.6397
FreqNetTraining Set=EFS(FF)2026.060.594