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Multi-dimensional Knapsack Problem research benchmarks · SOTA2 Research

Multi-dimensional Knapsack Problem

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

22.05Objective Value

21

Feb 26, 2026

42.9Objective Value

12

Feb 26, 2026

23.33Objective Value

12

Feb 26, 2026

0.08Avg Optimality Gap

9

Mar 13, 2026

MKP N=100, m=5 64 independent instances (test)

23.294Objective Value

6

Feb 26, 2026

100Normalized Score

5

Feb 26, 2026

58.159Objective Value

3

Feb 26, 2026

MDKP 21 target distributions (test)

LLM Synthesis Agent

0.973Q (LLM)

1

May 15, 2026

Popular datasets

MKP MDKP MKP-ACO

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