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Benchmarks
Multi-dimensional Knapsack Problem on MKP N=100, m=5 (test)
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23.294
Objective Value
CogMCTS
22.71576
22.86588
23.016
23.16612
Dec 9, 2025
Objective Value
Optimality Gap
Updated 4d ago
Evaluation Results
Method
Method
Links
Objective Value
Optimality Gap
CogMCTS
LLM Backbone=GPT-4o-mini
2025.12
23.294
0
MCTS-AHD
LLM Backbone=GPT-4o-mini
2025.12
23.269
0.11
ReEvo
LLM Backbone=GPT-4o-mini
2025.12
23.245
0.21
EoH
LLM Backbone=GPT-4o-mini
2025.12
23.139
0.67
DeepACO
2025.12
23.093
0.86
ACO
2025.12
22.738
2.39
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