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ResearchFormerly WizWand

Deepfake Detection on WDF

85.1AUCHAAD
-2.86881619.96924242.807365.645358May 6, 2026May 7, 2026May 8, 2026
Updated 5mo ago

Evaluation results

MethodLinks
HAADTraining Dataset=FF++, Evaluation Protocol=Cross-dataset Evaluation2026.0585.1
X^2-DFDTraining Dataset=FF++, Evaluation Protocol=Cross-dataset Evaluation, Re-implemented=true2026.0584.1
VLFFDTraining Dataset=FF++, Evaluation Protocol=Cross-dataset Evaluation, Re-implemented=true2026.0583.1
EffortTraining Dataset=FF++, Evaluation Protocol=Cross-dataset Evaluation, Re-implemented=true2026.0582.7
FIA-USATraining Dataset=FF++, Evaluation Protocol=Cross-dataset Evaluation, Re-implemented=true2026.0581
DAIDTraining Dataset=FF++, Evaluation Protocol=Cross-dataset Evaluation, Re-implemented=true2026.0580.1
LSDATraining Dataset=FF++, Evaluation Protocol=Cross-dataset Evaluation2026.0579.7
UCFTraining Dataset=FF++, Evaluation Protocol=Cross-dataset Evaluation2026.0577.4
RECCETraining Dataset=FF++, Evaluation Protocol=Cross-dataset Evaluation2026.0575.6
F3NetTraining Dataset=FF++, Evaluation Protocol=Cross-dataset Evaluation2026.0572.8
CORETraining Dataset=FF++, Evaluation Protocol=Cross-dataset Evaluation2026.0572.4
SBITraining Dataset=FF++, Evaluation Protocol=Cross-dataset Evaluation2026.0570.3
SPSLTraining Dataset=FF++, Evaluation Protocol=Cross-dataset Evaluation2026.0570.2
SRMTraining Dataset=FF++, Evaluation Protocol=Cross-dataset Evaluation2026.0570.2
IIDTraining Dataset=FF++, Evaluation Protocol=Cross-dataset Evaluation2026.0566.6
SpInShieldProcessing level=Video-level2026.050.889
DFD-FCGProcessing level=Video-level2026.050.875
SpInShieldAttack Type=Spectral Tilt2026.050.8611
SpInShieldAttack Type=SNR-based Noise2026.050.8541
LSDAProcessing level=Frame-level2026.050.797
CDFAProcessing level=Frame-level2026.050.796
FTCNProcessing level=Video-level2026.050.791
ProDetProcessing level=Frame-level2026.050.781
UCFProcessing level=Frame-level2026.050.774
AltFreezingProcessing level=Video-level2026.050.773
FakeSTormerProcessing level=Video-level2026.050.766
SLFProcessing level=Video-level2026.050.741
PTFDProcessing level=Video-level2026.050.741
SBIProcessing level=Frame-level2026.050.703
AFWProcessing level=Video-level2026.050.693
SLADDProcessing level=Frame-level2026.050.69
NACOProcessing level=Video-level2026.050.686
TALLProcessing level=Video-level2026.050.68
IIDProcessing level=Frame-level2026.050.666
SLFAttack Type=Spectral Tilt2026.050.5925
NACOAttack Type=Spectral Tilt2026.050.5883
AltFreAttack Type=Spectral Tilt2026.050.5824
FTCNAttack Type=Spectral Tilt2026.050.5782
PTFDAttack Type=Spectral Tilt2026.050.5749
DFD-FCGAttack Type=Spectral Tilt2026.050.5678
SLFAttack Type=SNR-based Noise2026.050.5656
TALLAttack Type=Spectral Tilt2026.050.5652
NACOAttack Type=SNR-based Noise2026.050.5585
AltFreAttack Type=SNR-based Noise2026.050.5543
FakeSTAttack Type=Spectral Tilt2026.050.5526
FTCNAttack Type=SNR-based Noise2026.050.5524
PTFDAttack Type=SNR-based Noise2026.050.5452
DFD-FCGAttack Type=SNR-based Noise2026.050.5357
AFWAttack Type=Spectral Tilt2026.050.5342
TALLAttack Type=SNR-based Noise2026.050.5325
VideoMAE(B)Attack Type=Spectral Tilt2026.050.5321
AFWAttack Type=SNR-based Noise2026.050.5153
FakeSTAttack Type=SNR-based Noise2026.050.5148
VideoMAE(B)Attack Type=SNR-based Noise2026.050.5146