ResearchBenchmarksCombinatorial Optimization on TSPLIB TSPCombinatorial Optimization on TSPLIB TSPFollow0.03Performance on berlin52LLaMEA-0.0540.5131.081.647Mar 30, 2026Evaluation resultsMethodMethodLinksPerformance on berlin52Gap (%)Performance on kroA100Performance on ch150Performance on pr226Performance on pcb442Performance on rat783Performance on pr1002Win RateLLaMEAToken Budget=50k, LLM=...Token Budget=50k, LLM=gpt-4o-mini, Number of runs=152026.030.03—0.552.371.46———6GEAKGToken Budget=10k, LLM=...Token Budget=10k, LLM=gpt-4o-mini, Number of runs=152026.031.99—2.246.212.1713.2550.154.958GEAKGToken Budget=50k, LLM=...Token Budget=50k, LLM=gpt-4o-mini, Number of runs=152026.032.13—2.056.112.3914.4149.2255.028