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ResearchFormerly WizWand

Calibration on LFW

0.051Worst-group Brier scoreAC-Linear
0.03980.11540.1910.2666Jun 3, 2026
Updated 5mo ago

Evaluation results

MethodLinks
AC-LinearBackbone=AdaFace, Demographic-aware=false2026.060.051
AC-LinearBackbone=AdaFace, Demographic-aware=false2026.060.051
AC-DensityBackbone=AdaFace, Demographic-aware=false2026.060.055
AC-DensityBackbone=AdaFace, Demographic-aware=false2026.060.055
FairCalBackbone=AdaFace, Demographic-aware=false2026.060.063
FairCalBackbone=AdaFace, Demographic-aware=false2026.060.063
OracleBackbone=AdaFace, Demographic-aware=true2026.060.067
OracleBackbone=AdaFace, Demographic-aware=true2026.060.067
GSTBackbone=AdaFace, Demographic-aware=true2026.060.074
GSTBackbone=AdaFace, Demographic-aware=true2026.060.074
FRAPPEBackbone=AdaFace, Demographic-aware=false2026.060.08
FRAPPEBackbone=AdaFace, Demographic-aware=false2026.060.08
AC-LinearBackbone=R100, Demographic-aware=false2026.060.098
AC-LinearBackbone=R100, Demographic-aware=false2026.060.098
AC-DensityBackbone=R100, Demographic-aware=false2026.060.105
AC-DensityBackbone=R100, Demographic-aware=false2026.060.105
FairCalBackbone=R100, Demographic-aware=false2026.060.109
FairCalBackbone=R100, Demographic-aware=false2026.060.109
AC-LinearBackbone=MagFace, Demographic-aware=false2026.060.118
AC-LinearBackbone=MagFace, Demographic-aware=false2026.060.118
GSTBackbone=R100, Demographic-aware=true2026.060.122
OracleBackbone=R100, Demographic-aware=true2026.060.122
GSTBackbone=R100, Demographic-aware=true2026.060.122
OracleBackbone=R100, Demographic-aware=true2026.060.122
AC-DensityBackbone=MagFace, Demographic-aware=false2026.060.129
AC-DensityBackbone=MagFace, Demographic-aware=false2026.060.129
FRAPPEBackbone=R100, Demographic-aware=false2026.060.13
FRAPPEBackbone=R100, Demographic-aware=false2026.060.13
FairCalBackbone=MagFace, Demographic-aware=false2026.060.132
FairCalBackbone=MagFace, Demographic-aware=false2026.060.132
OracleBackbone=MagFace, Demographic-aware=true2026.060.138
OracleBackbone=MagFace, Demographic-aware=true2026.060.138
FSNBackbone=R100, Demographic-aware=false2026.060.154
FSNBackbone=R100, Demographic-aware=false2026.060.154
AC-MLPBackbone=R100, Demographic-aware=false2026.060.157
AC-MLPBackbone=R100, Demographic-aware=false2026.060.157
GSTBackbone=MagFace, Demographic-aware=true2026.060.16
GSTBackbone=MagFace, Demographic-aware=true2026.060.16
AC-MLPBackbone=AdaFace, Demographic-aware=false2026.060.165
AC-MLPBackbone=AdaFace, Demographic-aware=false2026.060.165
AC-MLPBackbone=MagFace, Demographic-aware=false2026.060.174
AC-MLPBackbone=MagFace, Demographic-aware=false2026.060.174
FSNBackbone=MagFace, Demographic-aware=false2026.060.179
FSNBackbone=MagFace, Demographic-aware=false2026.060.179
FSNBackbone=AdaFace, Demographic-aware=false2026.060.187
FSNBackbone=AdaFace, Demographic-aware=false2026.060.187
FRAPPEBackbone=MagFace, Demographic-aware=false2026.060.19
FRAPPEBackbone=MagFace, Demographic-aware=false2026.060.19
BaselineBackbone=R100, Demographic-aware=false2026.060.218
BaselineBackbone=R100, Demographic-aware=false2026.060.218
BaselineBackbone=MagFace, Demographic-aware=false2026.060.235
BaselineBackbone=MagFace, Demographic-aware=false2026.060.235
DemoNormBackbone=R100, Demographic-aware=true2026.060.242
DemoNormBackbone=R100, Demographic-aware=true2026.060.242
BaselineBackbone=AdaFace, Demographic-aware=false2026.060.243
FALCONBackbone=AdaFace, Demographic-aware=false2026.060.243
BaselineBackbone=AdaFace, Demographic-aware=false2026.060.243
FALCONBackbone=AdaFace, Demographic-aware=false2026.060.243
FALCONBackbone=R100, Demographic-aware=false2026.060.271
FALCONBackbone=R100, Demographic-aware=false2026.060.271
FALCONBackbone=MagFace, Demographic-aware=false2026.060.305
DemoNormBackbone=MagFace, Demographic-aware=true2026.060.305
FALCONBackbone=MagFace, Demographic-aware=false2026.060.305
DemoNormBackbone=MagFace, Demographic-aware=true2026.060.305
DemoNormBackbone=AdaFace, Demographic-aware=true2026.060.331
DemoNormBackbone=AdaFace, Demographic-aware=true2026.060.331