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Simulation Platform Evaluation on Urban Agent and Population Simulation Platforms

100Agent ScaleGridWorld/TextWorld
-2.9623.7750.577.23Jun 26, 2026

Evaluation results

MethodLinks
GridWorld/TextWorldPlatform Category=LLM Agent Simulation Platforms2026.06100—————
Generative AgentsPlatform Category=LLM Agent Simulation Platforms2026.06100—————
LLM-ABM FrameworkPlatform Category=LLM-Based Urban Mobility Platforms2026.06100—————
TrajLLMPlatform Category=LLM-Based Urban Mobility Platforms2026.06100—————
Jiang et al.Platform Category=Population Synthesis Platforms2026.06100—————
Pseudo-PFLOWPlatform Category=Population Synthesis Platforms2026.06100—————
GenWorldPlatform Category=Population Synthesis Platforms2026.06100—————
GATSimPlatform Category=LLM-Based Urban Mobility Platforms2026.061—————
MobileCityPlatform Category=LLM-Based Urban Mobility Platforms2026.061—————
OpenCityPlatform Category=LLM-Based Urban Mobility Platforms2026.061—————