Face Verification on BFW 1.0 (test)
98.01AUROC (%)Oracle
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| OracleBase Model=MagFace, Demographic labels at inference=true2026.06 | 98.01 | 84.09 | 89.02 | 0.19 | 1.51 | 0.0181 | 0.0306 | 96.37 | — | |
| AC-RidgeBase Model=MagFace2026.06 | 97.44 | 84.28 | 89.08 | 0.21 | 1.27 | 0.0397 | 0.0327 | 94.89 | 6 | |
| AC-LinearBase Model=MagFace2026.06 | 97.35 | 83.21 | 88.87 | 0.21 | 1.24 | 0.0122 | 0.0313 | 94.77 | 1 | |
| FairCalBase Model=MagFace2026.06 | 97.22 | 84.16 | 88.96 | 0.19 | 1.11 | 0.0105 | 0.0311 | 94.56 | 3 | |
| FRAPPEBase Model=MagFace2026.06 | 97.09 | 83.72 | 88.86 | 0.27 | 1.63 | 0.0099 | 0.0313 | 94.29 | 2 | |
| BaselineBase Model=MagFace2026.06 | 97.05 | 83.99 | 88.87 | 0.2 | 1.25 | 0.1147 | 0.0764 | 94.16 | — | |
| FALCONBase Model=MagFace2026.06 | 97.05 | 84.04 | 88.89 | 0.2 | 1.22 | 0.1801 | 0.0891 | 94.16 | 3 | |
| DemoNormBase Model=MagFace, Demographic labels at inference=true2026.06 | 97.04 | 84.13 | 88.81 | 0.16 | 0.71 | 0.227 | 0.1922 | 94.16 | — | |
| GSTBase Model=MagFace, Demographic labels at inference=true2026.06 | 97.01 | 84.09 | 88.84 | 0.18 | 0.85 | 0.0076 | 0.0312 | 94.16 | — | |
| FSNBase Model=MagFace2026.06 | 97 | 83.87 | 88.77 | 0.18 | 0.99 | 0.1155 | 0.0753 | 94.05 | 0 | |
| AC-MLPBase Model=MagFace2026.06 | 96.91 | 82.56 | 87.99 | 0.18 | 1.27 | 0.0237 | 0.0341 | 94.52 | 0 |