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ResearchFormerly WizWand

Face Verification on LFW headline settings

99.4AUROCAC-Density
92.1294.0195.997.79Jun 3, 2026
Updated 5mo ago

Evaluation results

MethodLinks
AC-DensityBackbone=AdaFace, Dem-aware=false2026.0699.4
FairCalBackbone=AdaFace, Dem-aware=false2026.0699.3
AC-LinearBackbone=AdaFace, Dem-aware=false2026.0699.3
BaselineBackbone=AdaFace, Dem-aware=false2026.0699
DemoNorm†Backbone=AdaFace, Dem-aware=true2026.0699
Oracle†Backbone=AdaFace, Dem-aware=true2026.0699
FALCONBackbone=AdaFace, Dem-aware=false2026.0698.9
GST†Backbone=AdaFace, Dem-aware=true2026.0698.9
FRAPPEBackbone=AdaFace, Dem-aware=false2026.0698.8
AC-LinearBackbone=R100, Dem-aware=false2026.0698.3
AC-DensityBackbone=R100, Dem-aware=false2026.0698
FairCalBackbone=R100, Dem-aware=false2026.0697.9
FALCONBackbone=R100, Dem-aware=false2026.0697.3
Oracle†Backbone=R100, Dem-aware=true2026.0697.2
AC-LinearBackbone=MagFace, Dem-aware=false2026.0697.2
BaselineBackbone=R100, Dem-aware=false2026.0697.1
GST†Backbone=R100, Dem-aware=true2026.0697.1
DemoNorm†Backbone=R100, Dem-aware=true2026.0697.1
FSNBackbone=AdaFace, Dem-aware=false2026.0696.7
AC-DensityBackbone=MagFace, Dem-aware=false2026.0696.7
FairCalBackbone=MagFace, Dem-aware=false2026.0696.6
FRAPPEBackbone=R100, Dem-aware=false2026.0696.5
FALCONBackbone=MagFace, Dem-aware=false2026.0695.8
Oracle†Backbone=MagFace, Dem-aware=true2026.0695.6
BaselineBackbone=MagFace, Dem-aware=false2026.0695.5
DemoNorm†Backbone=MagFace, Dem-aware=true2026.0695.5
GST†Backbone=MagFace, Dem-aware=true2026.0695.4
FSNBackbone=R100, Dem-aware=false2026.0695.3
AC-MLPBackbone=AdaFace, Dem-aware=false2026.0695.2
FSNBackbone=MagFace, Dem-aware=false2026.0694.7
AC-MLPBackbone=R100, Dem-aware=false2026.0694.6
FRAPPEBackbone=MagFace, Dem-aware=false2026.0694.4
AC-MLPBackbone=MagFace, Dem-aware=false2026.0692.4