Set Cover
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Online Learning to Cover | Set Cover (m → ∞) Theoretical Asymptotic | Regret Bound0.06 | 10 | |
| Online Learning to Cover | Set Cover m = 100 Numerical Simulation | Regret6 | 9 | |
| MILP Solving | Set Cover | Geometric Mean Time1.07 | 8 | |
| Online Learning to Cover | Set Cover m = 1,000 Numerical Simulation | Regret60 | 8 | |
| Mixed-Integer Linear Programming (MILP) solving | Set Cover Transfer | Geometric Mean Execution Time8.89 | 6 | |
| Combinatorial Optimization | Set Cover Transfer | Number of Finished Tasks0 | 6 | |
| Mixed Integer Linear Programming (MILP) solving | Set Cover (test) | Geometric Mean Tree Size56 | 5 | |
| Combinatorial Optimization | Set Cover transfer tasks | Tree Size (Geometric Mean)173 | 4 | |
| MILP Branching | Set Cover (val) | Number of Training Episodes3,000 | 3 |
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