Calibration on BFW
0.042Worst-Group Brier ScoreFairCal
Evaluation Results
| Method | Links | |
|---|---|---|
| FairCalBackbone=R100, Demographic-aware=false2026.06 | 0.042 | |
| OracleBackbone=R100, Demographic-aware=true2026.06 | 0.042 | |
| FairCalBackbone=R100, Demographic-aware=false2026.06 | 0.042 | |
| OracleBackbone=R100, Demographic-aware=true2026.06 | 0.042 | |
| FRAPPEBackbone=R100, Demographic-aware=false2026.06 | 0.043 | |
| GSTBackbone=R100, Demographic-aware=true2026.06 | 0.043 | |
| OracleBackbone=AdaFace, Demographic-aware=true2026.06 | 0.043 | |
| AC-LinearBackbone=R100, Demographic-aware=false2026.06 | 0.043 | |
| AC-DensityBackbone=R100, Demographic-aware=false2026.06 | 0.043 | |
| FRAPPEBackbone=R100, Demographic-aware=false2026.06 | 0.043 | |
| GSTBackbone=R100, Demographic-aware=true2026.06 | 0.043 | |
| AC-LinearBackbone=R100, Demographic-aware=false2026.06 | 0.043 | |
| AC-DensityBackbone=R100, Demographic-aware=false2026.06 | 0.043 | |
| OracleBackbone=AdaFace, Demographic-aware=true2026.06 | 0.043 | |
| FairCalBackbone=AdaFace, Demographic-aware=false2026.06 | 0.044 | |
| FRAPPEBackbone=AdaFace, Demographic-aware=false2026.06 | 0.044 | |
| GSTBackbone=AdaFace, Demographic-aware=true2026.06 | 0.044 | |
| AC-LinearBackbone=AdaFace, Demographic-aware=false2026.06 | 0.044 | |
| FairCalBackbone=AdaFace, Demographic-aware=false2026.06 | 0.044 | |
| FRAPPEBackbone=AdaFace, Demographic-aware=false2026.06 | 0.044 | |
| GSTBackbone=AdaFace, Demographic-aware=true2026.06 | 0.044 | |
| AC-LinearBackbone=AdaFace, Demographic-aware=false2026.06 | 0.044 | |
| AC-MLPBackbone=R100, Demographic-aware=false2026.06 | 0.045 | |
| AC-MLPBackbone=AdaFace, Demographic-aware=false2026.06 | 0.045 | |
| AC-MLPBackbone=R100, Demographic-aware=false2026.06 | 0.045 | |
| AC-MLPBackbone=AdaFace, Demographic-aware=false2026.06 | 0.045 | |
| AC-DensityBackbone=AdaFace, Demographic-aware=false2026.06 | 0.046 | |
| AC-DensityBackbone=AdaFace, Demographic-aware=false2026.06 | 0.046 | |
| OracleBackbone=MagFace, Demographic-aware=true2026.06 | 0.048 | |
| AC-LinearBackbone=MagFace, Demographic-aware=false2026.06 | 0.048 | |
| OracleBackbone=MagFace, Demographic-aware=true2026.06 | 0.048 | |
| AC-LinearBackbone=MagFace, Demographic-aware=false2026.06 | 0.048 | |
| FairCalBackbone=MagFace, Demographic-aware=false2026.06 | 0.049 | |
| FRAPPEBackbone=MagFace, Demographic-aware=false2026.06 | 0.049 | |
| AC-DensityBackbone=MagFace, Demographic-aware=false2026.06 | 0.049 | |
| FairCalBackbone=MagFace, Demographic-aware=false2026.06 | 0.049 | |
| FRAPPEBackbone=MagFace, Demographic-aware=false2026.06 | 0.049 | |
| AC-DensityBackbone=MagFace, Demographic-aware=false2026.06 | 0.049 | |
| GSTBackbone=MagFace, Demographic-aware=true2026.06 | 0.05 | |
| GSTBackbone=MagFace, Demographic-aware=true2026.06 | 0.05 | |
| AC-MLPBackbone=MagFace, Demographic-aware=false2026.06 | 0.055 | |
| AC-MLPBackbone=MagFace, Demographic-aware=false2026.06 | 0.055 | |
| BaselineBackbone=R100, Demographic-aware=false2026.06 | 0.094 | |
| BaselineBackbone=R100, Demographic-aware=false2026.06 | 0.094 | |
| FSNBackbone=R100, Demographic-aware=false2026.06 | 0.095 | |
| FSNBackbone=R100, Demographic-aware=false2026.06 | 0.095 | |
| BaselineBackbone=MagFace, Demographic-aware=false2026.06 | 0.099 | |
| FSNBackbone=MagFace, Demographic-aware=false2026.06 | 0.099 | |
| BaselineBackbone=MagFace, Demographic-aware=false2026.06 | 0.099 | |
| FSNBackbone=MagFace, Demographic-aware=false2026.06 | 0.099 | |
| FALCONBackbone=R100, Demographic-aware=false2026.06 | 0.101 | |
| FALCONBackbone=R100, Demographic-aware=false2026.06 | 0.101 | |
| BaselineBackbone=AdaFace, Demographic-aware=false2026.06 | 0.106 | |
| BaselineBackbone=AdaFace, Demographic-aware=false2026.06 | 0.106 | |
| FALCONBackbone=AdaFace, Demographic-aware=false2026.06 | 0.107 | |
| FALCONBackbone=MagFace, Demographic-aware=false2026.06 | 0.107 | |
| FSNBackbone=AdaFace, Demographic-aware=false2026.06 | 0.107 | |
| FALCONBackbone=AdaFace, Demographic-aware=false2026.06 | 0.107 | |
| FSNBackbone=AdaFace, Demographic-aware=false2026.06 | 0.107 | |
| FALCONBackbone=MagFace, Demographic-aware=false2026.06 | 0.107 | |
| DemoNormBackbone=AdaFace, Demographic-aware=true2026.06 | 0.207 | |
| DemoNormBackbone=AdaFace, Demographic-aware=true2026.06 | 0.207 | |
| DemoNormBackbone=R100, Demographic-aware=true2026.06 | 0.208 | |
| DemoNormBackbone=R100, Demographic-aware=true2026.06 | 0.208 | |
| DemoNormBackbone=MagFace, Demographic-aware=true2026.06 | 0.219 | |
| DemoNormBackbone=MagFace, Demographic-aware=true2026.06 | 0.219 |