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Benchmarks
Maximum Independent Set on Maximum Independent Set Small (s)
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3.65
Execution Time
MPNN + pairwise
3.3888
5.1519
6.915
8.6781
Dec 10, 2025
Execution Time
Nodes Processed
Updated 4d ago
Evaluation Results
Method
Method
Links
Execution Time
Nodes Processed
MPNN + pairwise
Model Type=Heuristic B...
2025.12
3.65
12.1
MPNN + rank
Model Type=Heuristic B...
2025.12
4.15
11.9
Subgraph + rank
Model Type=Heuristic B...
2025.12
4.44
11.8
MPNN + scores
Model Type=Heuristic B...
2025.12
5.27
10.8
Subgraph + scores
Model Type=Heuristic B...
2025.12
5.93
13.6
Subgraph + pairwise
Model Type=Heuristic B...
2025.12
6.6
12
Subgraph + rank
Model Type=GNN Model
2025.12
6.73
33.7
MPNN + pairwise
Model Type=GNN Model
2025.12
7.19
212
MPNN + rank
Model Type=GNN Model
2025.12
7.64
211
MPNN + scores
Model Type=GNN Model
2025.12
7.9
190
Subgraph + scores
Model Type=GNN Model
2025.12
10.09
30
Subgraph + pairwise
Model Type=GNN Model
2025.12
10.18
26.6
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