ResearchBenchmarksFairness Witness-finding on Dual networks (Protected attributes: Age, Sex)Fairness Witness-finding on Dual networks (Protected attributes: Age, Sex)Follow248FQ ScorePyFair8.870.9133195.1Sep 8, 2025Evaluation resultsMethodMethodLinksFQ ScoreUW CountSatisfied CountUnsatisfied CountProcessing Time (s)PyFairModel=dual_GC5Model=dual_GC52025.09248—6546—PyFairModel=dual_GC2Model=dual_GC22025.09200—62171.08PyFairModel=dual_GC1Model=dual_GC12025.09100—16613441,043.57PyFairModel=dual_GC4Model=dual_GC42025.0920—2581,8331,841.44PyFairModel=dual_GC3Model=dual_GC32025.0918—5111.18