Face Verification on RFW (EO, PE, DP)
0.13Equal Opportunity (EO)Oracle†
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Oracle†Backbone=AdaFace, Demographic labels at inference=required2026.06 | 0.13 | 0.11 | 0.12 | |
| Oracle†Backbone=ArcFace R100, Demographic labels at inference=required2026.06 | 0.14 | 0.12 | 0.13 | |
| GST†Backbone=AdaFace, Demographic labels at inference=required2026.06 | 0.16 | 0.13 | 0.15 | |
| GST†Backbone=ArcFace R100, Demographic labels at inference=required2026.06 | 0.17 | 0.15 | 0.16 | |
| AC-RidgeBackbone=AdaFace, Demographic labels at inference=not required2026.06 | 0.17 | 0.16 | 0.17 | |
| AC-RidgeBackbone=ArcFace R100, Demographic labels at inference=not required2026.06 | 0.35 | 0.32 | 0.34 | |
| AC-LinearBackbone=AdaFace, Demographic labels at inference=not required2026.06 | 0.47 | 0.42 | 0.44 | |
| FairCalBackbone=AdaFace, Demographic labels at inference=not required2026.06 | 0.5 | 0.44 | 0.47 | |
| AC-LinearBackbone=ArcFace R100, Demographic labels at inference=not required2026.06 | 0.61 | 0.58 | 0.6 | |
| AC-MLPBackbone=AdaFace, Demographic labels at inference=not required2026.06 | 0.68 | 0.62 | 0.65 | |
| AC-MLPBackbone=ArcFace R100, Demographic labels at inference=not required2026.06 | 0.76 | 0.71 | 0.74 | |
| FairCalBackbone=ArcFace R100, Demographic labels at inference=not required2026.06 | 0.81 | 0.76 | 0.79 | |
| FRAPPEBackbone=AdaFace, Demographic labels at inference=not required2026.06 | 0.86 | 0.84 | 0.85 | |
| DemoNorm†Backbone=AdaFace, Demographic labels at inference=required2026.06 | 0.96 | 0.92 | 0.94 | |
| BaselineBackbone=AdaFace, Demographic labels at inference=not required2026.06 | 1.05 | 0.94 | 1 | |
| FALCONBackbone=AdaFace, Demographic labels at inference=not required2026.06 | 1.05 | 0.94 | 1 | |
| FSNBackbone=AdaFace, Demographic labels at inference=not required2026.06 | 1.06 | 0.93 | 1 | |
| DemoNorm†Backbone=ArcFace R100, Demographic labels at inference=required2026.06 | 1.25 | 1.23 | 1.24 | |
| FRAPPEBackbone=ArcFace R100, Demographic labels at inference=not required2026.06 | 1.34 | 1.33 | 1.34 | |
| BaselineBackbone=ArcFace R100, Demographic labels at inference=not required2026.06 | 1.58 | 1.48 | 1.53 | |
| FALCONBackbone=ArcFace R100, Demographic labels at inference=not required2026.06 | 1.58 | 1.47 | 1.52 | |
| FSNBackbone=ArcFace R100, Demographic labels at inference=not required2026.06 | 1.63 | 1.52 | 1.57 |