ResearchBenchmarksOD flow prediction on NYC Taxi (test)OD flow prediction on NYC Taxi (test)Follow1.103MAEXGBoost1.076121.257561.4391.62044Dec 27, 2025Evaluation resultsMethodMethodLinksMAERMSER2CPCXGBoostMode=DirectMode=Direct2025.121.1032.2090.6590.784AMBITAnchor=Gravity POI, Fo...Anchor=Gravity POI, Formulation=Residual2025.121.1042.2180.6560.783GravityVariant=PPML + FEVariant=PPML + FE2025.121.693.1740.2960.695GravityVariant=PPML, allVariant=PPML, all2025.121.753.340.220.682GravityVariant=PPML, T > 0Variant=PPML, T > 02025.121.7753.3680.2070.682