MILP Branching

Benchmarks

Dataset Name	SOTA Method	Metric
Facility Location (test)		B&B Tree Size203.6	10	12d ago
Multiple Knapsack Transfer Larger instances	RL (tMDP+ObjLim)	B&B Tree Size425.3	5	3mo ago
Facility Location Transfer Larger instances		B&B Tree Size344.3	5	3mo ago
Multiple Knapsack Same size as training (test)	RL (tMDP+DFS)	B&B tree size135.8	5	3mo ago
Set Covering D6	OptVerse	Time (s)900	3	5d ago
Set Covering D5	OptVerse	Time (s)900	3	5d ago
Set Covering D4	OptVerse	Time (s)900	3	5d ago
Set Covering D3	AdaSolver-IL	Execution Time (s)839.8	3	5d ago
Set Covering D2	AdaSolver-OptVerse	Execution Time (s)72.51	3	5d ago
Set Covering D1	AdaSolver-OptVerse	Execution Time (s)6.12	3	5d ago
Combinatorial Auctions D6	OptVerse	Time (s)900	3	5d ago
Combinatorial Auctions D5	OptVerse	Time (s)900	3	5d ago
Combinatorial Auctions D4	AdaSolver-IL	Time (s)817.57	3	5d ago
Combinatorial Auctions D3	AdaSolver-OptVerse	Execution Time (s)176.04	3	5d ago
Combinatorial Auctions D2	AdaSolver-OptVerse	Time (s)16.21	3	5d ago
Combinatorial Auctions D1	AdaSolver-OptVerse	Time (s)1.59	3	5d ago
Multiple Knapsack (val)	tmdp+DFS	Number of training episodes9,500	3	12d ago
Facility Location (val)	tmdp+DFS	Training Episodes6,500	3	12d ago
Maximum Independent Set (val)	FMSTS	Number of training episodes50	3	12d ago
Set Cover (val)	tmdp+DFS	Number of Training Episodes3,000	3	12d ago
Combinatorial Auction (val)	TreeDQN	Training Episodes700	3	12d ago

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