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Benchmarks
Combinatorial Optimization on Set Covering Small s
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3.75
Time (s)
MPNN + pairwise
2.6
10.3625
18.125
25.8875
Dec 10, 2025
Time (s)
Nodes Explored
Updated 4d ago
Evaluation Results
Method
Method
Links
Time (s)
Nodes Explored
MPNN + pairwise
Model Type=GNN
2025.12
3.75
133
MPNN + scores
Model Type=GNN
2025.12
3.99
147
MPNN + rank
Model Type=GNN
2025.12
4.26
162
Heuristic Baseline
Setting Context=Subgra...
2025.12
4.82
52
Heuristic Baseline
Setting Context=MPNN +...
2025.12
4.94
49
Heuristic Baseline
Setting Context=MPNN +...
2025.12
4.98
52
Heuristic Baseline
Setting Context=Subgra...
2025.12
5.06
59
Heuristic Baseline
Setting Context=Subgra...
2025.12
5.11
58
Heuristic Baseline
Setting Context=MPNN +...
2025.12
5.2
63
Subgraph + pairwise
Model Type=GNN
2025.12
10.7
137
Subgraph + rank
Model Type=GNN
2025.12
13.5
182
Subgraph + scores
Model Type=GNN
2025.12
32.5
471
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