Face Recognition Fairness on RFW (test)
6.7EO Gap (0.1%)AC-MLP
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| AC-MLPBackbone=MagFace, Demographic labels at inference=false2026.06 | 6.7 | 7.1 | 0.43 | 1.5 | 3.35 | 3.1 | |
| AC-LinearBackbone=MagFace, Demographic labels at inference=false2026.06 | 7.57 | 8.5 | 0.43 | 1.53 | 3.78 | 3.88 | |
| FRAPPEBackbone=MagFace, Demographic labels at inference=false2026.06 | 8.77 | 9.03 | 0.43 | 1.4 | 4.35 | 4.3 | |
| FALCONBackbone=MagFace, Demographic labels at inference=false2026.06 | 11.63 | 10.67 | 0.53 | 1.57 | 5.77 | 5.43 | |
| FSNBackbone=MagFace, Demographic labels at inference=false2026.06 | 11.9 | 12.67 | 0.4 | 2.07 | 5.93 | 6.62 | |
| BaselineBackbone=MagFace, Demographic labels at inference=false2026.06 | 12.03 | 10.7 | 0.53 | 1.7 | 6.05 | 5.58 | |
| FairCalBackbone=MagFace, Demographic labels at inference=false2026.06 | 12.07 | 10.67 | 0.43 | 1.3 | 5.98 | 5.02 | |
| GSTBackbone=MagFace, Demographic labels at inference=true2026.06 | 18.93 | 17.03 | 0.47 | 1.23 | 9.43 | 8.33 | |
| AC-RidgeBackbone=MagFace, Demographic labels at inference=false2026.06 | 21.37 | 8.93 | 0.43 | 1.57 | 10.6 | 4.18 | |
| OracleBackbone=MagFace, Demographic labels at inference=true2026.06 | 21.7 | 16.4 | 0.47 | 1.2 | 10.83 | 8.1 | |
| DemoNormBackbone=MagFace, Demographic labels at inference=true2026.06 | 24.7 | 20.37 | 0.47 | 1.17 | 12.37 | 10.18 |