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Route Recommendation on TravelTime

67.7C2ST (AUC)Equal Treatment
48.9853.8458.763.56Jun 24, 2026

Evaluation results

MethodLinks
Equal TreatmentPair=Asian-Black2026.0667.7——
Equal TreatmentPair=Asian-Other2026.0665.3——
Equal TreatmentPair=Asian-Mixed2026.0664.7——
Equal TreatmentPair=White-Other2026.0663.6——
Equal TreatmentPair=Other-Mixed2026.0661.8——
Equal TreatmentPair=Other-Black2026.0661.5——
Equal TreatmentPair=White-Black2026.0659.9——
Equal TreatmentPair=Black-Mixed2026.0658.8——
Demographic ParityPair=White-Black2026.0656.90.120.057
Demographic ParityPair=White-Other2026.0656.80.1070.06
Demographic ParityPair=Asian-Mixed2026.0655.70.0960.045
Demographic ParityPair=Black-Mixed2026.0655.70.0980.0557
Equal TreatmentPair=White-Mixed2026.0655.7——
Demographic ParityPair=Other-Mixed2026.0654.60.0790.043
Demographic ParityPair=Asian-Other2026.0652.80.0530.027
Demographic ParityPair=Other-Black2026.0652.60.0490.026
Demographic ParityPair=Asian-Black2026.0650.20.0210.01
Demographic ParityPair=White-Mixed2026.0649.70.0160.006