ResearchBenchmarksOrienteering Problem on OP N=100 64 independent instances (test)Orienteering Problem on OP N=100 64 independent instances (test)Follow36.392Objective ValueDeepACO23.6405626.9510330.261533.57197Dec 9, 2025Evaluation resultsMethodMethodLinksObjective ValueOptimality GapDeepACO2025.1236.3920CogMCTSLLM Backbone=GPT-4o-miniLLM Backbone=GPT-4o-mini2025.1230.81415.33EoHLLM Backbone=GPT-4o-miniLLM Backbone=GPT-4o-mini2025.1230.62615.84ReEvoLLM Backbone=GPT-4o-miniLLM Backbone=GPT-4o-mini2025.1230.30316.73MCTS-AHDLLM Backbone=GPT-4o-miniLLM Backbone=GPT-4o-mini2025.1230.16217.12ACO2025.1224.13133.69