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ResearchFormerly WizWand

Combinatorial Optimization on Combinatorial Auction Large

142Computation TimeMPNN + pairwise
87.32456.41825.51,194.59Dec 10, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MPNN + pairwiseModel Type=Heuristic Baseline2025.1214213,640
Subgraph + rankModel Type=Heuristic Baseline2025.1215014,945
MPNN + scoresModel Type=Heuristic Baseline2025.1215515,528
MPNN + rankModel Type=Heuristic Baseline2025.1216316,100
MPNN + pairwiseModel Type=GNN Model2025.1216814,566
Subgraph + scoresModel Type=Heuristic Baseline2025.1219420,484
Subgraph + pairwiseModel Type=Heuristic Baseline2025.1220220,694
MPNN + rankModel Type=GNN Model2025.1225222,742
MPNN + scoresModel Type=GNN Model2025.1251526,033
Subgraph + pairwiseModel Type=GNN Model2025.121,18212,237
Subgraph + rankModel Type=GNN Model2025.121,34211,851
Subgraph + scoresModel Type=GNN Model2025.121,50917,353