Multidimensional Knapsack Problem on MKP N=200 m=5 (test)
42.542Objective ValueCogMCTS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CogMCTSLLM Backbone=GPT-4o-mini2025.12 | 42.542 | 0 | |
| MCTS-AHDLLM Backbone=GPT-4o-mini2025.12 | 42.498 | 0.11 | |
| ReEvoLLM Backbone=GPT-4o-mini2025.12 | 42.416 | 0.3 | |
| PathWiseLLM backbone=GPT-5-nano (reasoning: medium)2026.01 | 42.178 | 0 | |
| PathWiseLLM backbone=GPT-5-nano (reasoning: low)2026.01 | 42.15 | 0.07 | |
| PathWiseLLM backbone=GPT-4o-mini2026.01 | 42.043 | 0.32 | |
| EoHLLM Backbone=GPT-4o-mini2025.12 | 41.994 | 1.29 | |
| DeepACO2025.12 | 41.988 | 1.3 | |
| DeepACO2026.01 | 41.98 | 0.47 | |
| ACO2026.01 | 41.446 | 1.74 | |
| ACO2025.12 | 40.672 | 4.4 |