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ResearchFormerly WizWand

Deepfake Detection on e4s

0.99AUCHAAD
0.474160.608080.7420.87592Apr 19, 2026Apr 21, 2026Apr 24, 2026Apr 27, 2026Apr 30, 2026May 3, 2026May 6, 2026
Updated 5mo ago

Evaluation results

MethodLinks
HAADTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.050.99
EffortTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.050.987
EffortTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.040.983
SePLTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.040.983
ForAdaTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.040.971
VLFFDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.050.921
X^2-DFDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.050.912
FIA-USATraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.050.875
DAIDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.050.838
ProDetTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.040.771
IIDTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.040.766
IIDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.050.766
SLADDTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.040.765
SBITraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.040.75
SBITraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.050.75
UCFTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.040.731
UCFTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.050.731
SRMTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.040.704
SRMTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.050.704
LSDATraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.040.694
LSDATraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.050.694
RECCETraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.040.683
RECCETraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.050.683
CORETraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.040.679
CORETraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.050.679
CDFATraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.040.631
SPSLTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.040.514
SPSLTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.050.514
F3NetTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.040.494
F3NetTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.050.494