Research Article

On the Potential of Algorithm Fusion for Demographic Bias Mitigation in Face Recognition

Table 9

Summary of evaluated fusions showing whether they improved the fairness score or not.

MeasureFusionGenderSkin colorSubgroups

FMRAND
OR
Majority
Score

GARBEAND
OR
Majority
Score

ParetoAND
OR
Majority
Score