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ResearchFormerly WizWand

Deepfake Detection on InSwap

97.8AUCSePL
-3.2432822.9891149.221575.45389Apr 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-method2026.0497.8
ForAdaTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0495.2
EffortTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0493.6
SLADDTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0487.9
CORETraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0485.5
LSDATraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0485.5
RECCETraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0484.8
ProDetTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0483.7
UCFTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0480.9
SRMTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0479.3
IIDTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0478.9
CDFATraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0477.2
F3NetTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0475.7
SBITraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0471.2
SPSLTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.0464.3
HAADTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.050.93
EffortTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.050.915
FIA-USATraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.050.874
CORETraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.050.855
LSDATraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.050.855
RECCETraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.050.848
VLFFDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.050.837
X^2-DFDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.050.82
UCFTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.050.809
DAIDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.050.801
SRMTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.050.793
IIDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.050.789
F3NetTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.050.757
SBITraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.050.712
SPSLTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.050.643