ResearchBenchmarksOrienteering Problem on OP N=50 64 independent instances (test)Orienteering Problem on OP N=50 64 independent instances (test)Follow19.867Objective ValueDeepACO13.0934814.8519916.610518.36901Dec 9, 2025Evaluation resultsMethodMethodLinksObjective ValueOptimality GapDeepACO2025.1219.8670CogMCTSLLM Backbone=GPT-4o-miniLLM Backbone=GPT-4o-mini2025.1215.3722.63EoHLLM Backbone=GPT-4o-miniLLM Backbone=GPT-4o-mini2025.1215.29323.02ReEvoLLM Backbone=GPT-4o-miniLLM Backbone=GPT-4o-mini2025.1215.22423.37MCTS-AHDLLM Backbone=GPT-4o-miniLLM Backbone=GPT-4o-mini2025.1215.18623.56ACO2025.1213.35432.78