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ResearchFormerly WizWand

Combinatorial Optimization on Combinatorial Auction Medium

12.9TimeMPNN + pairwise
9.85230.4265171.574Dec 10, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MPNN + pairwiseModel Type=GNN Model2025.1212.91,122
Subgraph + pairwiseModel Type=Heuristic Baseline2025.1215.61,100
MPNN + rankModel Type=GNN Model2025.1216.11,543
MPNN + scoresModel Type=Heuristic Baseline2025.1216.31,276
Subgraph + rankModel Type=Heuristic Baseline2025.1216.31,209
MPNN + pairwiseModel Type=Heuristic Baseline2025.12171,155
Subgraph + scoresModel Type=Heuristic Baseline2025.1217.51,487
MPNN + rankModel Type=Heuristic Baseline2025.1219.91,762
MPNN + scoresModel Type=GNN Model2025.1222.41,242
Subgraph + pairwiseModel Type=GNN Model2025.1259.9966
Subgraph + rankModel Type=GNN Model2025.1276.31,100
Subgraph + scoresModel Type=GNN Model2025.1289.11,567