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Benchmarks
Combinatorial Optimization on Set Covering Medium (Time, Node)
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14.1
Time
Heuristic Baseline
-0.272
96.739
193.75
290.761
Dec 10, 2025
Time
Nodes Explored
Updated 4d ago
Evaluation Results
Method
Method
Links
Time
Nodes Explored
Heuristic Baseline
Setting Context=Subgra...
2025.12
14.1
449
Heuristic Baseline
Setting Context=MPNN +...
2025.12
14.79
519
Heuristic Baseline
Setting Context=Subgra...
2025.12
14.8
489
Heuristic Baseline
Setting Context=Subgra...
2025.12
15.1
603
MPNN + scores
Model Type=GNN
2025.12
15.27
709
Heuristic Baseline
Setting Context=MPNN +...
2025.12
16.21
591
Heuristic Baseline
Setting Context=MPNN +...
2025.12
16.37
709
MPNN + pairwise
Model Type=GNN
2025.12
16.42
745
MPNN + rank
Model Type=GNN
2025.12
16.47
758
Subgraph + pairwise
Model Type=GNN
2025.12
58.3
575
Subgraph + rank
Model Type=GNN
2025.12
90.2
920
Subgraph + scores
Model Type=GNN
2025.12
373.4
3,998
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