ResearchBenchmarksPandemic Control on New York topologyFollow0.005$I_n$ (Infection Rate)MACRO-LLM-0.031720.216140.4640.71186Jan 14, 2026Evaluation ResultsMethodMethodLinks$I_n$ (Infection Rate)$PI_n$ (Protection Index)$D_n$ (Mortality Rate)PDMACRO-LLM2026.010.0050.003033ToM-Belief2026.010.130.0230.00160LAMEN2026.010.1640.0250.00252ChatEval2026.010.290.0430.00283DMPO2026.010.3320.1090.00253IC3Net2026.010.7890.2840.00793DPPO2026.010.9230.3630.00995