Calibration on RFW
0.051Worst-group Brier ScoreAC-Density
Evaluation Results
| Method | Links | |
|---|---|---|
| AC-DensityBackbone=AdaFace, Demographic-aware=false2026.06 | 0.051 | |
| AC-DensityBackbone=AdaFace, Demographic-aware=false2026.06 | 0.051 | |
| AC-LinearBackbone=AdaFace, Demographic-aware=false2026.06 | 0.053 | |
| AC-LinearBackbone=AdaFace, Demographic-aware=false2026.06 | 0.053 | |
| AC-MLPBackbone=AdaFace, Demographic-aware=false2026.06 | 0.054 | |
| AC-MLPBackbone=AdaFace, Demographic-aware=false2026.06 | 0.054 | |
| FairCalBackbone=AdaFace, Demographic-aware=false2026.06 | 0.056 | |
| FairCalBackbone=AdaFace, Demographic-aware=false2026.06 | 0.056 | |
| OracleBackbone=AdaFace, Demographic-aware=true2026.06 | 0.057 | |
| OracleBackbone=AdaFace, Demographic-aware=true2026.06 | 0.057 | |
| GSTBackbone=AdaFace, Demographic-aware=true2026.06 | 0.058 | |
| GSTBackbone=AdaFace, Demographic-aware=true2026.06 | 0.058 | |
| FRAPPEBackbone=AdaFace, Demographic-aware=false2026.06 | 0.059 | |
| FRAPPEBackbone=AdaFace, Demographic-aware=false2026.06 | 0.059 | |
| AC-DensityBackbone=R100, Demographic-aware=false2026.06 | 0.062 | |
| AC-DensityBackbone=R100, Demographic-aware=false2026.06 | 0.062 | |
| AC-LinearBackbone=R100, Demographic-aware=false2026.06 | 0.065 | |
| AC-LinearBackbone=R100, Demographic-aware=false2026.06 | 0.065 | |
| AC-MLPBackbone=R100, Demographic-aware=false2026.06 | 0.066 | |
| AC-MLPBackbone=R100, Demographic-aware=false2026.06 | 0.066 | |
| FairCalBackbone=R100, Demographic-aware=false2026.06 | 0.068 | |
| FairCalBackbone=R100, Demographic-aware=false2026.06 | 0.068 | |
| OracleBackbone=R100, Demographic-aware=true2026.06 | 0.072 | |
| OracleBackbone=R100, Demographic-aware=true2026.06 | 0.072 | |
| GSTBackbone=R100, Demographic-aware=true2026.06 | 0.073 | |
| GSTBackbone=R100, Demographic-aware=true2026.06 | 0.073 | |
| FRAPPEBackbone=R100, Demographic-aware=false2026.06 | 0.076 | |
| FRAPPEBackbone=R100, Demographic-aware=false2026.06 | 0.076 | |
| AC-DensityBackbone=MagFace, Demographic-aware=false2026.06 | 0.079 | |
| AC-DensityBackbone=MagFace, Demographic-aware=false2026.06 | 0.079 | |
| AC-LinearBackbone=MagFace, Demographic-aware=false2026.06 | 0.087 | |
| AC-LinearBackbone=MagFace, Demographic-aware=false2026.06 | 0.087 | |
| FairCalBackbone=MagFace, Demographic-aware=false2026.06 | 0.09 | |
| AC-MLPBackbone=MagFace, Demographic-aware=false2026.06 | 0.09 | |
| FairCalBackbone=MagFace, Demographic-aware=false2026.06 | 0.09 | |
| AC-MLPBackbone=MagFace, Demographic-aware=false2026.06 | 0.09 | |
| GSTBackbone=MagFace, Demographic-aware=true2026.06 | 0.093 | |
| OracleBackbone=MagFace, Demographic-aware=true2026.06 | 0.093 | |
| GSTBackbone=MagFace, Demographic-aware=true2026.06 | 0.093 | |
| OracleBackbone=MagFace, Demographic-aware=true2026.06 | 0.093 | |
| FRAPPEBackbone=MagFace, Demographic-aware=false2026.06 | 0.094 | |
| FRAPPEBackbone=MagFace, Demographic-aware=false2026.06 | 0.094 | |
| DemoNormBackbone=AdaFace, Demographic-aware=true2026.06 | 0.144 | |
| DemoNormBackbone=AdaFace, Demographic-aware=true2026.06 | 0.144 | |
| DemoNormBackbone=R100, Demographic-aware=true2026.06 | 0.151 | |
| DemoNormBackbone=R100, Demographic-aware=true2026.06 | 0.151 | |
| DemoNormBackbone=MagFace, Demographic-aware=true2026.06 | 0.158 | |
| DemoNormBackbone=MagFace, Demographic-aware=true2026.06 | 0.158 | |
| FSNBackbone=R100, Demographic-aware=false2026.06 | 0.162 | |
| FSNBackbone=AdaFace, Demographic-aware=false2026.06 | 0.162 | |
| FSNBackbone=R100, Demographic-aware=false2026.06 | 0.162 | |
| FSNBackbone=AdaFace, Demographic-aware=false2026.06 | 0.162 | |
| FSNBackbone=MagFace, Demographic-aware=false2026.06 | 0.171 | |
| FSNBackbone=MagFace, Demographic-aware=false2026.06 | 0.171 | |
| BaselineBackbone=R100, Demographic-aware=false2026.06 | 0.174 | |
| BaselineBackbone=R100, Demographic-aware=false2026.06 | 0.174 | |
| FALCONBackbone=AdaFace, Demographic-aware=false2026.06 | 0.175 | |
| FALCONBackbone=AdaFace, Demographic-aware=false2026.06 | 0.175 | |
| BaselineBackbone=AdaFace, Demographic-aware=false2026.06 | 0.177 | |
| BaselineBackbone=AdaFace, Demographic-aware=false2026.06 | 0.177 | |
| BaselineBackbone=MagFace, Demographic-aware=false2026.06 | 0.179 | |
| BaselineBackbone=MagFace, Demographic-aware=false2026.06 | 0.179 | |
| FALCONBackbone=R100, Demographic-aware=false2026.06 | 0.184 | |
| FALCONBackbone=R100, Demographic-aware=false2026.06 | 0.184 | |
| FALCONBackbone=MagFace, Demographic-aware=false2026.06 | 0.195 | |
| FALCONBackbone=MagFace, Demographic-aware=false2026.06 | 0.195 |