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Orienteering Problem on OP N=50

15.309Objective ValueRoCo
14.0807614.3996314.718515.03737Dec 3, 2025Dec 12, 2025Dec 21, 2025Dec 31, 2025Jan 9, 2026Jan 18, 2026Jan 28, 2026

Evaluation results

MethodLinks
RoCoPrompt Setting=Black-box, LLM Backbone=GPT-4o-mini, Framework=ACO2025.1215.309—
EohPrompt Setting=Black-box, LLM Backbone=GPT-4o-mini, Framework=ACO2025.1215.25—
ReEvoPrompt Setting=Black-box, LLM Backbone=GPT-4o-mini, Framework=ACO2025.1215.238—
HsEvoPrompt Setting=Black-box, LLM Backbone=GPT-4o-mini, Framework=ACO2025.1215.205—
DeepACO2026.0115.1320
DeepACO2026.0115.1320
MCTS-AHDPrompt Setting=Black-box, LLM Backbone=GPT-4o-mini, Framework=ACO2025.1215.038—
PathWiseLLM Backbone=GPT-4o-mini, Reasoning Level=N/A2026.0114.9151.43
PathWiseLLM backbone=GPT-4o-mini2026.0114.9151.43
PathWiseLLM Backbone=GPT-5-nano, Reasoning Level=medium2026.0114.7952.23
PathWiseLLM backbone=GPT-5-nano (reasoning: medium)2026.0114.7952.23
PathWiseLLM Backbone=GPT-5-nano, Reasoning Level=low2026.0114.6822.97
PathWiseLLM backbone=GPT-5-nano (reasoning: low)2026.0114.6822.97
ACO2026.0114.1286.63