Combinatorial Auction
Benchmarks
TaskDatasetSOTA resultTrendResults
Combinatorial Auction (CA) medium-scale
7,141.54Objective Value
20
Combinatorial Auction Large
142Computation Time
12
Combinatorial Auction Medium
12.9Time
12
Combinatorial Auction Small s
1.23Time
12
Combinatorial auction Transfer
389.6Nodes Explored
9
Combinatorial auction (train)
20.2Nodes
9
Combinatorial Auction
0.77Geometric Mean Execution Time
8
Combinatorial Auction Transfer
19.93Geometric Mean Time
6
Combinatorial Auction Transfer
0Number of Finished Tasks
6
Combinatorial Auction (test)
58Geometric Mean Tree Size
5
Combinatorial Auction
12.6Median Relative Time Improvement
5
Combinatorial Auction transfer tasks
1,351Geometric Mean Tree Size
4
Combinatorial Auction 300x1500 (Hard)
310Search Tree Nodes
4
Combinatorial Auction 200x1000 (Medium)
78Search Tree Nodes
4
Combinatorial Auction 100x500 (Easy)
13Search Tree Nodes
4
Combinatorial Auction (val)
700Training Episodes
3