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Face Verification on LFW (Worst-Group TPR at 0.1% FAR)

77.4Worst-Group TPR (FAR=0.1%)DemoNorm
5.01623.80842.661.392Jun 3, 2026

Evaluation results

MethodLinks
DemoNormBackbone=AdaFace, Demographic Awareness=True2026.0677.4
AC-LinearBackbone=AdaFace, Demographic Awareness=False2026.0677.3
OracleBackbone=AdaFace, Demographic Awareness=True2026.0675.3
FALCONBackbone=AdaFace, Demographic Awareness=False2026.0674.8
BaselineBackbone=AdaFace, Demographic Awareness=False2026.0674.5
AC-DensityBackbone=AdaFace, Demographic Awareness=False2026.0674.4
FairCalBackbone=AdaFace, Demographic Awareness=False2026.0672.5
FRAPPEBackbone=AdaFace, Demographic Awareness=False2026.0669.2
GSTBackbone=AdaFace, Demographic Awareness=True2026.0668.6
AC-LinearBackbone=R100, Demographic Awareness=False2026.0651.7
FSNBackbone=AdaFace, Demographic Awareness=False2026.0640.6
FALCONBackbone=R100, Demographic Awareness=False2026.0639.4
AC-DensityBackbone=R100, Demographic Awareness=False2026.0639.3
OracleBackbone=R100, Demographic Awareness=True2026.0638
FRAPPEBackbone=R100, Demographic Awareness=False2026.0636.5
FairCalBackbone=R100, Demographic Awareness=False2026.0635.4
BaselineBackbone=R100, Demographic Awareness=False2026.0635
DemoNormBackbone=R100, Demographic Awareness=True2026.0629.6
AC-LinearBackbone=MagFace, Demographic Awareness=False2026.0628.9
FairCalBackbone=MagFace, Demographic Awareness=False2026.0628.2
GSTBackbone=R100, Demographic Awareness=True2026.0627.1
GSTBackbone=MagFace, Demographic Awareness=True2026.0626
FALCONBackbone=MagFace, Demographic Awareness=False2026.0624.9
FSNBackbone=R100, Demographic Awareness=False2026.0624.1
BaselineBackbone=MagFace, Demographic Awareness=False2026.0623.2
OracleBackbone=MagFace, Demographic Awareness=True2026.0623
AC-MLPBackbone=AdaFace, Demographic Awareness=False2026.0621.7
AC-DensityBackbone=MagFace, Demographic Awareness=False2026.0621.5
DemoNormBackbone=MagFace, Demographic Awareness=True2026.0620.1
FRAPPEBackbone=MagFace, Demographic Awareness=False2026.0619
AC-MLPBackbone=R100, Demographic Awareness=False2026.0618.3
FSNBackbone=MagFace, Demographic Awareness=False2026.0617.6
AC-MLPBackbone=MagFace, Demographic Awareness=False2026.067.8