Calibration on LFW
0.051Worst-group Brier scoreAC-Linear
Evaluation Results
| Method | Links | |
|---|---|---|
| AC-LinearBackbone=AdaFace, Demographic-aware=false2026.06 | 0.051 | |
| AC-LinearBackbone=AdaFace, Demographic-aware=false2026.06 | 0.051 | |
| AC-DensityBackbone=AdaFace, Demographic-aware=false2026.06 | 0.055 | |
| AC-DensityBackbone=AdaFace, Demographic-aware=false2026.06 | 0.055 | |
| FairCalBackbone=AdaFace, Demographic-aware=false2026.06 | 0.063 | |
| FairCalBackbone=AdaFace, Demographic-aware=false2026.06 | 0.063 | |
| OracleBackbone=AdaFace, Demographic-aware=true2026.06 | 0.067 | |
| OracleBackbone=AdaFace, Demographic-aware=true2026.06 | 0.067 | |
| GSTBackbone=AdaFace, Demographic-aware=true2026.06 | 0.074 | |
| GSTBackbone=AdaFace, Demographic-aware=true2026.06 | 0.074 | |
| FRAPPEBackbone=AdaFace, Demographic-aware=false2026.06 | 0.08 | |
| FRAPPEBackbone=AdaFace, Demographic-aware=false2026.06 | 0.08 | |
| AC-LinearBackbone=R100, Demographic-aware=false2026.06 | 0.098 | |
| AC-LinearBackbone=R100, Demographic-aware=false2026.06 | 0.098 | |
| AC-DensityBackbone=R100, Demographic-aware=false2026.06 | 0.105 | |
| AC-DensityBackbone=R100, Demographic-aware=false2026.06 | 0.105 | |
| FairCalBackbone=R100, Demographic-aware=false2026.06 | 0.109 | |
| FairCalBackbone=R100, Demographic-aware=false2026.06 | 0.109 | |
| AC-LinearBackbone=MagFace, Demographic-aware=false2026.06 | 0.118 | |
| AC-LinearBackbone=MagFace, Demographic-aware=false2026.06 | 0.118 | |
| GSTBackbone=R100, Demographic-aware=true2026.06 | 0.122 | |
| OracleBackbone=R100, Demographic-aware=true2026.06 | 0.122 | |
| GSTBackbone=R100, Demographic-aware=true2026.06 | 0.122 | |
| OracleBackbone=R100, Demographic-aware=true2026.06 | 0.122 | |
| AC-DensityBackbone=MagFace, Demographic-aware=false2026.06 | 0.129 | |
| AC-DensityBackbone=MagFace, Demographic-aware=false2026.06 | 0.129 | |
| FRAPPEBackbone=R100, Demographic-aware=false2026.06 | 0.13 | |
| FRAPPEBackbone=R100, Demographic-aware=false2026.06 | 0.13 | |
| FairCalBackbone=MagFace, Demographic-aware=false2026.06 | 0.132 | |
| FairCalBackbone=MagFace, Demographic-aware=false2026.06 | 0.132 | |
| OracleBackbone=MagFace, Demographic-aware=true2026.06 | 0.138 | |
| OracleBackbone=MagFace, Demographic-aware=true2026.06 | 0.138 | |
| FSNBackbone=R100, Demographic-aware=false2026.06 | 0.154 | |
| FSNBackbone=R100, Demographic-aware=false2026.06 | 0.154 | |
| AC-MLPBackbone=R100, Demographic-aware=false2026.06 | 0.157 | |
| AC-MLPBackbone=R100, Demographic-aware=false2026.06 | 0.157 | |
| GSTBackbone=MagFace, Demographic-aware=true2026.06 | 0.16 | |
| GSTBackbone=MagFace, Demographic-aware=true2026.06 | 0.16 | |
| AC-MLPBackbone=AdaFace, Demographic-aware=false2026.06 | 0.165 | |
| AC-MLPBackbone=AdaFace, Demographic-aware=false2026.06 | 0.165 | |
| AC-MLPBackbone=MagFace, Demographic-aware=false2026.06 | 0.174 | |
| AC-MLPBackbone=MagFace, Demographic-aware=false2026.06 | 0.174 | |
| FSNBackbone=MagFace, Demographic-aware=false2026.06 | 0.179 | |
| FSNBackbone=MagFace, Demographic-aware=false2026.06 | 0.179 | |
| FSNBackbone=AdaFace, Demographic-aware=false2026.06 | 0.187 | |
| FSNBackbone=AdaFace, Demographic-aware=false2026.06 | 0.187 | |
| FRAPPEBackbone=MagFace, Demographic-aware=false2026.06 | 0.19 | |
| FRAPPEBackbone=MagFace, Demographic-aware=false2026.06 | 0.19 | |
| BaselineBackbone=R100, Demographic-aware=false2026.06 | 0.218 | |
| BaselineBackbone=R100, Demographic-aware=false2026.06 | 0.218 | |
| BaselineBackbone=MagFace, Demographic-aware=false2026.06 | 0.235 | |
| BaselineBackbone=MagFace, Demographic-aware=false2026.06 | 0.235 | |
| DemoNormBackbone=R100, Demographic-aware=true2026.06 | 0.242 | |
| DemoNormBackbone=R100, Demographic-aware=true2026.06 | 0.242 | |
| BaselineBackbone=AdaFace, Demographic-aware=false2026.06 | 0.243 | |
| FALCONBackbone=AdaFace, Demographic-aware=false2026.06 | 0.243 | |
| BaselineBackbone=AdaFace, Demographic-aware=false2026.06 | 0.243 | |
| FALCONBackbone=AdaFace, Demographic-aware=false2026.06 | 0.243 | |
| FALCONBackbone=R100, Demographic-aware=false2026.06 | 0.271 | |
| FALCONBackbone=R100, Demographic-aware=false2026.06 | 0.271 | |
| FALCONBackbone=MagFace, Demographic-aware=false2026.06 | 0.305 | |
| DemoNormBackbone=MagFace, Demographic-aware=true2026.06 | 0.305 | |
| FALCONBackbone=MagFace, Demographic-aware=false2026.06 | 0.305 | |
| DemoNormBackbone=MagFace, Demographic-aware=true2026.06 | 0.305 | |
| DemoNormBackbone=AdaFace, Demographic-aware=true2026.06 | 0.331 | |
| DemoNormBackbone=AdaFace, Demographic-aware=true2026.06 | 0.331 |