Combinatorial Auction
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Combinatorial Auction | Combinatorial Auction (CA) medium-scale | Objective Value7,141.54 | 20 | |
| Combinatorial Optimization | Combinatorial Auction Large | Computation Time142 | 12 | |
| Combinatorial Optimization | Combinatorial Auction Medium | Time12.9 | 12 | |
| Combinatorial Optimization | Combinatorial Auction Small s | Time1.23 | 12 | |
| MILP solving | Combinatorial auction Transfer | Nodes Explored389.6 | 9 | |
| MILP solving | Combinatorial auction (train) | Nodes20.2 | 9 | |
| MILP Solving | Combinatorial Auction | Geometric Mean Execution Time0.77 | 8 | |
| Mixed-Integer Linear Programming (MILP) solving | Combinatorial Auction Transfer | Geometric Mean Time19.93 | 6 | |
| Combinatorial Optimization | Combinatorial Auction Transfer | Number of Finished Tasks0 | 6 | |
| Mixed Integer Linear Programming (MILP) solving | Combinatorial Auction (test) | Geometric Mean Tree Size58 | 5 | |
| Mixed Integer Linear Programming | Combinatorial Auction | Median Relative Time Improvement12.6 | 5 | |
| Combinatorial Optimization | Combinatorial Auction transfer tasks | Geometric Mean Tree Size1,351 | 4 | |
| Mixed-Integer Linear Programming solving | Combinatorial Auction 300x1500 (Hard) | Search Tree Nodes310 | 4 | |
| Mixed-Integer Linear Programming solving | Combinatorial Auction 200x1000 (Medium) | Search Tree Nodes78 | 4 | |
| Mixed-Integer Linear Programming solving | Combinatorial Auction 100x500 (Easy) | Search Tree Nodes13 | 4 | |
| MILP Branching | Combinatorial Auction (val) | Training Episodes700 | 3 |
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