Fairness-aware Classification on Adult gender attribute (test) benchmark leaderboard · SOTA2 Research

Fairness-aware Classification on Adult gender attribute (test)

83.04AccuracyCauchy-Schwarz (CS) Fairness Regularizer

Evaluation Results

Method
Cauchy-Schwarz (CS) Fairness Regularizer2025.12	83.04	90.84	2.13	2.35
Demographic Parity (DP) Regularizer2025.12	82.42	86.91	1.29	20.15
Adversarial Debiasing (ADV)2025.12	81.58	83.08	16.3	14.2