SOTA Knapsack Problem benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
Knapsack Degree 2, 4, 6, 8 (test)	Gen-DFL	Average Relative Regret15.21	32	3mo ago
KP N=200, W=25		Objective Value57.45	19	3mo ago
KP N=100, W=25		Objective Value40.271	19	3mo ago
KP N=50, W=12.5		Objective Value20.04	19	3mo ago
KS500 (test)	MSE loss	Regret0.55	15	15d ago
Synthetic COP instances	AlignOPT(STFT)	Optimality Gap0	14	2mo ago
Knapsack Problem N=1000	BQ-NCO	Average Value257.224	12	3mo ago
Knapsack Problem N=500	POMO	Average Value181.87	12	3mo ago
Knapsack Problem N=200	BQ-NCO	Average Value99.694	12	3mo ago
Knapsack Problem N=500, W=25		Objective Value90.969	11	3mo ago
Knapsack Problem	SGE	Cost Improvement (%)70.39	8	3mo ago
KP n=100	AlignOPT	Objective Value40.38	7	2mo ago
KP n=50		Objective Value20.086	7	2mo ago
KP n=20		Objective Value7.948	7	2mo ago
Synthetic 0-1 Knapsack Problem (test)		OR Solver Objective Value36,531	6	3mo ago
Ferro-titanium industrial application		Solver Objective Value2,779	6	3mo ago
Knapsack Strongly Correlated capacity 100 50 items hard instance generation protocols of Pisinger		Objective Value162.05	5	15d ago
Knapsack Weakly Correlated capacity 100 50 items hard instance generation protocols of Pisinger	LHS	Objective Value133.27	5	15d ago
Knapsack Uncorrelated, capacity 100, 50 items hard instance generation protocols of Pisinger	ReEvo	Objective Value410.87	5	15d ago
KP N=50, W=12.5 (test)		Objective Value20.089	5	3mo ago
KP n = 100 (test)		Objective Value40.437	5	3mo ago
KP N=500, W=25 (test)		Objective Value90.763	3	3mo ago
Knapsack Problem (All)	BQ-NCO	Optimality Gap0.516	3	3mo ago

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