SOTA MILP Solving benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
Maximum independent set larger size (transfer)	IL	Search Tree Nodes1,774.8	10	3mo ago
Maximum independent set same size as training (test)		Search Tree Nodes19.3	10	3mo ago
Set covering transfer larger size		Nodes Explored61.4	10	3mo ago
Set covering same size as training (test)		Search Tree Nodes10.7	10	3mo ago
Combinatorial auctions larger size (transfer)		Nodes Explored733.9	10	3mo ago
Combinatorial auctions (test)		Search Tree Nodes7.3	10	3mo ago
Multiple knapsack Transfer		Nodes Explored1,709	9	2mo ago
Multiple knapsack (train)		Search Tree Nodes161.7	9	2mo ago
Maximum independent set Transfer		Nodes Explored169.9	9	2mo ago
Maximum independent set (train)	SCIP	Nodes Explored19.5	9	2mo ago
Combinatorial auction Transfer		Nodes Explored389.6	9	2mo ago
Combinatorial auction (train)	SCIP	Nodes20.2	9	2mo ago
Set covering Transfer		Search Tree Nodes672.1	9	2mo ago
Set covering (train)		Search Tree Nodes35.8	9	2mo ago
Multiple Knapsack	SCIP default	Geometric Mean Execution Time0.52	8	12d ago
Facility Location	TreeDQN	Geometric Mean Execution Time3.9	8	12d ago
Maximum Independent Set	IL	Geometric Mean Time1.75	8	12d ago
Set Cover	IL	Geometric Mean Time1.07	8	12d ago
Combinatorial Auction	IL	Geometric Mean Execution Time0.77	8	12d ago
Multiple knapsack transfer larger size	RL (tMDP+ObjLim)	Nodes Explored425.3	5	3mo ago
Multiple knapsack same size as training (test)	RL (tMDP+DFS)	Search Tree Nodes135.8	5	3mo ago
Facility location larger size (transfer)		Nodes Explored344.3	5	3mo ago
Facility location same size as training (test)		Search Tree Nodes203.6	5	3mo ago

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