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ResearchFormerly WizWand

Face Verification on BFW headline settings

98.4AUROCOracle†
96.8497.24597.6598.055Jun 3, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Oracle†Backbone=R100, Dem-aware=true2026.0698.4
Oracle†Backbone=AdaFace, Dem-aware=true2026.0698.2
Oracle†Backbone=MagFace, Dem-aware=true2026.0698
AC-LinearBackbone=R100, Dem-aware=false2026.0697.8
AC-DensityBackbone=R100, Dem-aware=false2026.0697.8
FairCalBackbone=R100, Dem-aware=false2026.0697.7
FALCONBackbone=R100, Dem-aware=false2026.0697.7
FRAPPEBackbone=R100, Dem-aware=false2026.0697.7
BaselineBackbone=R100, Dem-aware=false2026.0697.6
FSNBackbone=R100, Dem-aware=false2026.0697.6
DemoNorm†Backbone=R100, Dem-aware=true2026.0697.6
GST†Backbone=R100, Dem-aware=true2026.0697.5
AC-MLPBackbone=R100, Dem-aware=false2026.0697.5
AC-LinearBackbone=AdaFace, Dem-aware=false2026.0697.5
AC-LinearBackbone=MagFace, Dem-aware=false2026.0697.4
AC-DensityBackbone=AdaFace, Dem-aware=false2026.0697.4
AC-DensityBackbone=MagFace, Dem-aware=false2026.0697.4
BaselineBackbone=AdaFace, Dem-aware=false2026.0697.3
FALCONBackbone=AdaFace, Dem-aware=false2026.0697.3
FRAPPEBackbone=AdaFace, Dem-aware=false2026.0697.3
DemoNorm†Backbone=AdaFace, Dem-aware=true2026.0697.3
FairCalBackbone=AdaFace, Dem-aware=false2026.0697.2
FairCalBackbone=MagFace, Dem-aware=false2026.0697.2
FSNBackbone=AdaFace, Dem-aware=false2026.0697.2
GST†Backbone=AdaFace, Dem-aware=true2026.0697.2
AC-MLPBackbone=AdaFace, Dem-aware=false2026.0697.2
FALCONBackbone=MagFace, Dem-aware=false2026.0697.1
FRAPPEBackbone=MagFace, Dem-aware=false2026.0697.1
BaselineBackbone=MagFace, Dem-aware=false2026.0697
FSNBackbone=MagFace, Dem-aware=false2026.0697
GST†Backbone=MagFace, Dem-aware=true2026.0697
DemoNorm†Backbone=MagFace, Dem-aware=true2026.0697
AC-MLPBackbone=MagFace, Dem-aware=false2026.0696.9