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Benchmarks
Maximum Independent Set on Maximum Independent Set Medium (m)
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81.2
Execution Time
MPNN + pairwise
-8.672
597.964
1,204.6
1,811.236
Dec 10, 2025
Execution Time
Independent Set Size
Updated 4d ago
Evaluation Results
Method
Method
Links
Execution Time
Independent Set Size
MPNN + pairwise
Model Type=Heuristic B...
2025.12
81.2
2,855
Subgraph + pairwise
Model Type=Heuristic B...
2025.12
91
3,416
MPNN + scores
Model Type=Heuristic B...
2025.12
93.1
3,924
MPNN + rank
Model Type=Heuristic B...
2025.12
113
4,480
Subgraph + rank
Model Type=Heuristic B...
2025.12
130
3,654
Subgraph + rank
Model Type=GNN Model
2025.12
701
1,417
Subgraph + pairwise
Model Type=GNN Model
2025.12
922
2,224
MPNN + pairwise
Model Type=GNN Model
2025.12
1,652
90,706
MPNN + scores
Model Type=GNN Model
2025.12
2,217
129,121
MPNN + rank
Model Type=GNN Model
2025.12
2,328
134,601
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