Multi-dimensional Knapsack Problem on MKP N=100, m=5
22.05Objective ValuePathWise
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PathWiseLLM Backbone=GPT-5-nano, Reasoning Level=medium2026.01 | 22.05 | 0 | |
| PathWiseLLM backbone=GPT-5-nano (reasoning: medium)2026.01 | 22.05 | 0 | |
| PathWiseLLM Backbone=GPT-4o-mini, Reasoning Level=N/A2026.01 | 22.037 | 0.06 | |
| PathWiseLLM backbone=GPT-4o-mini2026.01 | 22.037 | 0.06 | |
| PathWiseLLM Backbone=GPT-5-nano, Reasoning Level=low2026.01 | 22.026 | 0.11 | |
| PathWiseLLM backbone=GPT-5-nano (reasoning: low)2026.01 | 22.026 | 0.11 | |
| ReEvoLLM backbone=GPT-4o-mini2026.01 | 22.024 | 0.12 | |
| MCTS-AHDLLM backbone=GPT-5-nano (reasoning: medium)2026.01 | 22.015 | 0.16 | |
| EoHLLM backbone=GPT-5-nano (reasoning: medium)2026.01 | 21.973 | 0.35 | |
| HSEvoLLM backbone=GPT-5-nano (reasoning: low)2026.01 | 21.909 | 0.64 | |
| MCTS-AHDLLM backbone=GPT-4o-mini2026.01 | 21.9 | 0.68 | |
| EoHLLM backbone=GPT-5-nano (reasoning: low)2026.01 | 21.886 | 0.74 | |
| EoHLLM backbone=GPT-4o-mini2026.01 | 21.884 | 0.75 | |
| MCTS-AHDLLM backbone=GPT-5-nano (reasoning: low)2026.01 | 21.874 | 0.8 | |
| ReEvoLLM backbone=GPT-5-nano (reasoning: low)2026.01 | 21.87 | 0.82 | |
| HSEvoLLM backbone=GPT-4o-mini2026.01 | 21.838 | 0.96 | |
| ReEvoLLM backbone=GPT-5-nano (reasoning: medium)2026.01 | 21.808 | 1.1 | |
| HSEvoLLM backbone=GPT-5-nano (reasoning: medium)2026.01 | 21.803 | 1.12 | |
| DeepACO2026.01 | 21.649 | 1.82 | |
| ACO2026.01 | 21.258 | 3.59 | |
| ACO2026.01 | 21.258 | 3.59 |