Face Recognition Probability Calibration on RFW
0.039Brier ScoreAC-Density
Evaluation Results
| Method | Links | |
|---|---|---|
| AC-DensityBackbone=AdaFace, Demographic labels at inference (Dem-aware)=false2026.06 | 0.039 | |
| AC-LinearBackbone=AdaFace, Demographic labels at inference (Dem-aware)=false2026.06 | 0.04 | |
| FairCalBackbone=AdaFace, Demographic labels at inference (Dem-aware)=false2026.06 | 0.041 | |
| AC-MLPBackbone=AdaFace, Demographic labels at inference (Dem-aware)=false2026.06 | 0.042 | |
| OracleBackbone=AdaFace, Demographic labels at inference (Dem-aware)=true2026.06 | 0.043 | |
| FRAPPEBackbone=AdaFace, Demographic labels at inference (Dem-aware)=false2026.06 | 0.044 | |
| GSTBackbone=AdaFace, Demographic labels at inference (Dem-aware)=true2026.06 | 0.044 | |
| AC-DensityBackbone=R100, Demographic labels at inference (Dem-aware)=false2026.06 | 0.048 | |
| AC-LinearBackbone=R100, Demographic labels at inference (Dem-aware)=false2026.06 | 0.051 | |
| AC-MLPBackbone=R100, Demographic labels at inference (Dem-aware)=false2026.06 | 0.052 | |
| FairCalBackbone=R100, Demographic labels at inference (Dem-aware)=false2026.06 | 0.053 | |
| OracleBackbone=R100, Demographic labels at inference (Dem-aware)=true2026.06 | 0.056 | |
| GSTBackbone=R100, Demographic labels at inference (Dem-aware)=true2026.06 | 0.057 | |
| FRAPPEBackbone=R100, Demographic labels at inference (Dem-aware)=false2026.06 | 0.059 | |
| AC-DensityBackbone=MagFace, Demographic labels at inference (Dem-aware)=false2026.06 | 0.064 | |
| AC-LinearBackbone=MagFace, Demographic labels at inference (Dem-aware)=false2026.06 | 0.071 | |
| AC-MLPBackbone=MagFace, Demographic labels at inference (Dem-aware)=false2026.06 | 0.073 | |
| FairCalBackbone=MagFace, Demographic labels at inference (Dem-aware)=false2026.06 | 0.074 | |
| OracleBackbone=MagFace, Demographic labels at inference (Dem-aware)=true2026.06 | 0.076 | |
| FRAPPEBackbone=MagFace, Demographic labels at inference (Dem-aware)=false2026.06 | 0.077 | |
| GSTBackbone=MagFace, Demographic labels at inference (Dem-aware)=true2026.06 | 0.077 |