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ResearchFormerly WizWand

Node Classification on Wisconsin L=L* (test)

64.8AccuracyRepNodes
48.57652.7885761.212May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
RepNodesModel=GCN, Features=Yes, Depth=L*2026.0564.8
RepEdgesModel=GAT, Features=Yes, Depth=L*2026.0561.6
RepEdgesModel=GIN, Features=Yes, Depth=L*2026.0561.6
RepEdgesModel=GCN, Features=Yes, Depth=L*2026.0560.8
RepNodesModel=GCN, Features=No, Depth=L*2026.0559.6
RepEdgesModel=GCN, Features=No, Depth=L*2026.0559.2
RepNodesModel=GAT, Features=Yes, Depth=L*2026.0559.2
BaselineModel=GCN, Features=Yes, Depth=L*2026.0558.4
BaselineModel=GIN, Features=No, Depth=L*2026.0558
RepEdgesModel=GIN, Features=No, Depth=L*2026.0557.6
Master NodeModel=GAT, Features=Yes, Depth=L*2026.0556.8
BaselineModel=GIN, Features=Yes, Depth=L*2026.0556
BaselineModel=GAT, Features=Yes, Depth=L*2026.0555.2
BaselineModel=GAT, Features=No, Depth=L*2026.0555.2
RepEdgesModel=GAT, Features=No, Depth=L*2026.0555.2
BaselineModel=GCN, Features=No, Depth=L*2026.0554.4
RepNodesModel=GIN, Features=No, Depth=L*2026.0554.4
Master NodeModel=GCN, Features=Yes, Depth=L*2026.0553.6
Master NodeModel=GCN, Features=No, Depth=L*2026.0553.6
Master NodeModel=GAT, Features=No, Depth=L*2026.0553.6
RepNodesModel=GAT, Features=No, Depth=L*2026.0553.6
RepNodesModel=GIN, Features=Yes, Depth=L*2026.0553.6
Master NodeModel=GIN, Features=Yes, Depth=L*2026.0551.2
Master NodeModel=GIN, Features=No, Depth=L*2026.0549.2