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ResearchFormerly WizWand

Node Classification on Cornell L=L* (test)

56.67AccuracyRepEdges
41.64245.543549.44553.3465May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
RepEdgesModel=GIN, Features=No, Depth=L*2026.0556.67
RepNodesModel=GIN, Features=Yes, Depth=L*2026.0554.44
RepEdgesModel=GIN, Features=Yes, Depth=L*2026.0554.44
BaselineModel=GIN, Features=No, Depth=L*2026.0553.33
RepNodesModel=GIN, Features=No, Depth=L*2026.0553.33
RepEdgesModel=GCN, Features=Yes, Depth=L*2026.0552.22
RepEdgesModel=GAT, Features=Yes, Depth=L*2026.0551.11
BaselineModel=GIN, Features=Yes, Depth=L*2026.0551.11
RepEdgesModel=GCN, Features=No, Depth=L*2026.0550
BaselineModel=GCN, Features=Yes, Depth=L*2026.0548.89
RepNodesModel=GCN, Features=No, Depth=L*2026.0548.89
RepNodesModel=GCN, Features=Yes, Depth=L*2026.0546.67
BaselineModel=GCN, Features=No, Depth=L*2026.0546.67
BaselineModel=GAT, Features=Yes, Depth=L*2026.0546.67
BaselineModel=GAT, Features=No, Depth=L*2026.0546.67
RepEdgesModel=GAT, Features=No, Depth=L*2026.0546.67
RepNodesModel=GAT, Features=Yes, Depth=L*2026.0545.56
RepNodesModel=GAT, Features=No, Depth=L*2026.0545.56
Master NodeModel=GIN, Features=No, Depth=L*2026.0545.56
Master NodeModel=GCN, Features=Yes, Depth=L*2026.0544.44
Master NodeModel=GCN, Features=No, Depth=L*2026.0544.44
Master NodeModel=GAT, Features=No, Depth=L*2026.0544.44
Master NodeModel=GIN, Features=Yes, Depth=L*2026.0543.33
Master NodeModel=GAT, Features=Yes, Depth=L*2026.0542.22