Face Verification on LFW headline (TPR @ FPR=10^-3)
90TPR @ FPR=1e-3GST
Evaluation results
| Method | Links | |
|---|---|---|
| GSTBackbone=AdaFace, Demographic-aware=true2026.06 | 90 | |
| OracleBackbone=AdaFace, Demographic-aware=true2026.06 | 89.3 | |
| AC-LinearBackbone=AdaFace, Demographic-aware=false2026.06 | 89.1 | |
| FALCONBackbone=AdaFace, Demographic-aware=false2026.06 | 89 | |
| DemoNormBackbone=AdaFace, Demographic-aware=true2026.06 | 88.9 | |
| BaselineBackbone=AdaFace, Demographic-aware=false2026.06 | 88.7 | |
| FRAPPEBackbone=AdaFace, Demographic-aware=false2026.06 | 88.6 | |
| FairCalBackbone=AdaFace, Demographic-aware=false2026.06 | 88.3 | |
| AC-DensityBackbone=AdaFace, Demographic-aware=false2026.06 | 87.5 | |
| AC-LinearBackbone=R100, Demographic-aware=false2026.06 | 69.8 | |
| FSNBackbone=AdaFace, Demographic-aware=false2026.06 | 68.6 | |
| FALCONBackbone=R100, Demographic-aware=false2026.06 | 67 | |
| FairCalBackbone=R100, Demographic-aware=false2026.06 | 66.9 | |
| GSTBackbone=R100, Demographic-aware=true2026.06 | 64.1 | |
| FRAPPEBackbone=R100, Demographic-aware=false2026.06 | 63 | |
| BaselineBackbone=R100, Demographic-aware=false2026.06 | 62.9 | |
| AC-DensityBackbone=R100, Demographic-aware=false2026.06 | 62.5 | |
| DemoNormBackbone=R100, Demographic-aware=true2026.06 | 61.4 | |
| OracleBackbone=R100, Demographic-aware=true2026.06 | 60.9 | |
| AC-LinearBackbone=MagFace, Demographic-aware=false2026.06 | 60.2 | |
| FairCalBackbone=MagFace, Demographic-aware=false2026.06 | 59.7 | |
| FALCONBackbone=MagFace, Demographic-aware=false2026.06 | 54.9 | |
| OracleBackbone=MagFace, Demographic-aware=true2026.06 | 54.7 | |
| GSTBackbone=MagFace, Demographic-aware=true2026.06 | 54.5 | |
| FSNBackbone=R100, Demographic-aware=false2026.06 | 51.6 | |
| DemoNormBackbone=MagFace, Demographic-aware=true2026.06 | 51.2 | |
| BaselineBackbone=MagFace, Demographic-aware=false2026.06 | 50.7 | |
| FRAPPEBackbone=MagFace, Demographic-aware=false2026.06 | 50.3 | |
| AC-DensityBackbone=MagFace, Demographic-aware=false2026.06 | 49.5 | |
| AC-MLPBackbone=AdaFace, Demographic-aware=false2026.06 | 47 | |
| AC-MLPBackbone=R100, Demographic-aware=false2026.06 | 44.7 | |
| FSNBackbone=MagFace, Demographic-aware=false2026.06 | 44 | |
| AC-MLPBackbone=MagFace, Demographic-aware=false2026.06 | 27.8 |