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ResearchFormerly WizWand

Deepfake Detection on SimSwap

97.3AUCSePL
63.08471.96780.8589.733Apr 19, 2026Apr 21, 2026Apr 24, 2026Apr 27, 2026Apr 30, 2026May 3, 2026May 6, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SePLTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0497.3
EffortTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0492.6
ForAdaTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0492
HAADTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.0591.7
FIA-USATraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.0591
EffortTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.0590.8
X^2-DFDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.0586.3
ProDetTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0484.4
VLFFDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.0584
SLADDTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0479.4
LSDATraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0479.3
LSDATraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.0579.3
RECCETraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0476.8
RECCETraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.0576.8
CDFATraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0475.7
DAIDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.0574.4
CORETraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0472.4
CORETraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.0572.4
SBITraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0470.1
SBITraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.0570.1
SRMTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0469.4
SRMTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.0569.4
F3NetTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0467.4
F3NetTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.0567.4
SPSLTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0466.5
SPSLTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.0566.5
UCFTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0464.7
UCFTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.0564.7
IIDTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0464.4
IIDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.0564.4