Face Verification on LFW ArcFace (FairFace) (test)
98.63AUROCAC-Linear
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| AC-LinearBackbone=ArcFace (FairFace), demographic-aware=true2026.06 | 98.63 | 96.23 | 96.5 | 1.43 | 4.24 | 1.64 | 1.87 | 92.15 | 0 | |
| OracleBackbone=ArcFace (FairFace), demographic-aware=true2026.06 | 98.57 | 93.37 | 96.57 | 4.46 | 7.75 | 1 | 1.85 | 91.63 | — | |
| DemoNormBackbone=ArcFace (FairFace), demographic-aware=true2026.06 | 98.54 | 96.27 | 96.47 | 1.43 | 3.92 | 16 | 13.68 | 91.77 | — | |
| BaselineBackbone=ArcFace (FairFace)2026.06 | 98.53 | 96.3 | 96.47 | 1.43 | 3.66 | 17.07 | 7.57 | 91.77 | — | |
| FALCONBackbone=ArcFace (FairFace)2026.06 | 98.53 | 96.3 | 96.47 | 1.43 | 3.66 | 22.97 | 8.7 | 91.77 | 0 | |
| FairCalBackbone=ArcFace (FairFace)2026.06 | 98.46 | 96.2 | 96.5 | 1.41 | 4 | 1.23 | 1.9 | 92.18 | 100 | |
| FRAPPEBackbone=ArcFace (FairFace)2026.06 | 98.46 | 93.83 | 95.77 | 2.86 | 5.31 | 1.9 | 2.34 | 93.62 | 0 | |
| GSTBackbone=ArcFace (FairFace), demographic-aware=true2026.06 | 98.43 | 96.03 | 96.3 | 1.29 | 3.87 | 1.11 | 2.02 | 91.77 | — | |
| FSNBackbone=ArcFace (FairFace)2026.06 | 98.3 | 96 | 96.23 | 1.57 | 3.96 | 15.49 | 5.19 | 91.04 | 0 | |
| AC-MLPBackbone=ArcFace (FairFace), demographic-aware=true2026.06 | 97.98 | 84.3 | 89.07 | 1.73 | 4.14 | 17.04 | 7.23 | 94.42 | 0 |