ResearchBenchmarksPandemic Control on Hong Kong topologyPandemic Control on Hong Kong topologyFollow0.6Infection Status (I_n)MACRO-LLM-0.8568.97218.828.628Jan 14, 2026Evaluation resultsMethodMethodLinksInfection Status (I_n)Infection Status Proportion (PI_n)Disease Spread (D_n)Control Effectiveness (PD)MACRO-LLM2026.010.60.5022ChatEval2026.010.90.30.124LAMEN2026.011.20.5023ToM-Belief2026.0123.92.80.3120IC3Net2026.0125.96.70.352DMPO2026.0127.15.70.359DPPO2026.01378.30.483