ResearchBenchmarksHuman Mobility Simulation on NYC datasetHuman Mobility Simulation on NYC datasetFollow0.0535Distance ErrorM2LSimu0.0519120.0626310.073350.084069Feb 17, 2026Evaluation resultsMethodMethodLinksDistance ErrorOdSimDuration ErrorCircadian AlignmentM2LSimushared data setting=SD3shared data setting=SD32026.020.05350.12860.05720.1039M2LSimushared data setting=SD2shared data setting=SD22026.020.05590.12830.04650.0881UML2026.020.07630.2190.12550.1169CoPB2026.020.0840.14530.15660.1272CitySim2026.020.08650.16120.14290.2063LLMob2026.020.09320.14720.10310.127