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Benchmarks
Knapsack Problem on Knapsack Problem N=500, W=25
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90.969
Objective Value
OR-Tool
85.36444
86.81947
88.2745
89.72953
Dec 9, 2025
Objective Value
Optimality Gap
Updated 4d ago
Evaluation Results
Method
Method
Links
Objective Value
Optimality Gap
OR-Tool
LLM=None
2025.12
90.969
0
CogMCTS
LLM=GPT-3.5-turbo
2025.12
90.924
0.049
MCTS-AHD
LLM=GPT-3.5-turbo
2025.12
90.923
0.051
CogMCTS
LLM=GPT-4o-mini
2025.12
90.923
0.051
MCTS-AHD
LLM=GPT-4o-mini
2025.12
90.921
0.053
Funsearch
LLM=GPT-4o-mini
2025.12
90.92
0.054
Greedy Construct
LLM=None
2025.12
90.919
0.055
Funsearch
LLM=GPT-3.5-turbo
2025.12
90.919
0.055
EoH
LLM=GPT-3.5-turbo
2025.12
90.919
0.055
EoH
LLM=GPT-4o-mini
2025.12
90.867
0.112
POMO
LLM=None
2025.12
85.58
5.92
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