Face Verification on LFW (Worst-Group TPR at 0.1% FAR)
77.4Worst-Group TPR (FAR=0.1%)DemoNorm
Evaluation Results
| Method | Links | |
|---|---|---|
| DemoNormBackbone=AdaFace, Demographic Awareness=True2026.06 | 77.4 | |
| AC-LinearBackbone=AdaFace, Demographic Awareness=False2026.06 | 77.3 | |
| OracleBackbone=AdaFace, Demographic Awareness=True2026.06 | 75.3 | |
| FALCONBackbone=AdaFace, Demographic Awareness=False2026.06 | 74.8 | |
| BaselineBackbone=AdaFace, Demographic Awareness=False2026.06 | 74.5 | |
| AC-DensityBackbone=AdaFace, Demographic Awareness=False2026.06 | 74.4 | |
| FairCalBackbone=AdaFace, Demographic Awareness=False2026.06 | 72.5 | |
| FRAPPEBackbone=AdaFace, Demographic Awareness=False2026.06 | 69.2 | |
| GSTBackbone=AdaFace, Demographic Awareness=True2026.06 | 68.6 | |
| AC-LinearBackbone=R100, Demographic Awareness=False2026.06 | 51.7 | |
| FSNBackbone=AdaFace, Demographic Awareness=False2026.06 | 40.6 | |
| FALCONBackbone=R100, Demographic Awareness=False2026.06 | 39.4 | |
| AC-DensityBackbone=R100, Demographic Awareness=False2026.06 | 39.3 | |
| OracleBackbone=R100, Demographic Awareness=True2026.06 | 38 | |
| FRAPPEBackbone=R100, Demographic Awareness=False2026.06 | 36.5 | |
| FairCalBackbone=R100, Demographic Awareness=False2026.06 | 35.4 | |
| BaselineBackbone=R100, Demographic Awareness=False2026.06 | 35 | |
| DemoNormBackbone=R100, Demographic Awareness=True2026.06 | 29.6 | |
| AC-LinearBackbone=MagFace, Demographic Awareness=False2026.06 | 28.9 | |
| FairCalBackbone=MagFace, Demographic Awareness=False2026.06 | 28.2 | |
| GSTBackbone=R100, Demographic Awareness=True2026.06 | 27.1 | |
| GSTBackbone=MagFace, Demographic Awareness=True2026.06 | 26 | |
| FALCONBackbone=MagFace, Demographic Awareness=False2026.06 | 24.9 | |
| FSNBackbone=R100, Demographic Awareness=False2026.06 | 24.1 | |
| BaselineBackbone=MagFace, Demographic Awareness=False2026.06 | 23.2 | |
| OracleBackbone=MagFace, Demographic Awareness=True2026.06 | 23 | |
| AC-MLPBackbone=AdaFace, Demographic Awareness=False2026.06 | 21.7 | |
| AC-DensityBackbone=MagFace, Demographic Awareness=False2026.06 | 21.5 | |
| DemoNormBackbone=MagFace, Demographic Awareness=True2026.06 | 20.1 | |
| FRAPPEBackbone=MagFace, Demographic Awareness=False2026.06 | 19 | |
| AC-MLPBackbone=R100, Demographic Awareness=False2026.06 | 18.3 | |
| FSNBackbone=MagFace, Demographic Awareness=False2026.06 | 17.6 | |
| AC-MLPBackbone=MagFace, Demographic Awareness=False2026.06 | 7.8 |