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ResearchFormerly WizWand

Node Classification on Cora L=L* (test)

85.26AccuracyRepNodes
81.41282.41183.4184.409May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
RepNodesModel=GCN, Features=Yes, Depth=L*2026.0585.26
RepEdgesModel=GAT, Features=Yes, Depth=L*2026.0585.04
Master NodeModel=GCN, Features=Yes, Depth=L*2026.0584.96
RepEdgesModel=GCN, Features=Yes, Depth=L*2026.0584.96
BaselineModel=GAT, Features=Yes, Depth=L*2026.0584.89
RepNodesModel=GAT, Features=Yes, Depth=L*2026.0584.22
BaselineModel=GCN, Features=Yes, Depth=L*2026.0584.07
RepNodesModel=GIN, Features=Yes, Depth=L*2026.0583.93
RepEdgesModel=GIN, Features=Yes, Depth=L*2026.0583.93
Master NodeModel=GAT, Features=Yes, Depth=L*2026.0583.56
BaselineModel=GCN, Features=No, Depth=L*2026.0583.48
RepEdgesModel=GCN, Features=No, Depth=L*2026.0583.41
RepNodesModel=GCN, Features=No, Depth=L*2026.0583.33
Master NodeModel=GCN, Features=No, Depth=L*2026.0583.24
BaselineModel=GIN, Features=Yes, Depth=L*2026.0583.04
RepNodesModel=GIN, Features=No, Depth=L*2026.0582.96
RepEdgesModel=GIN, Features=No, Depth=L*2026.0582.96
BaselineModel=GIN, Features=No, Depth=L*2026.0582.89
Master NodeModel=GIN, Features=Yes, Depth=L*2026.0582.74
BaselineModel=GAT, Features=No, Depth=L*2026.0582.67
Master NodeModel=GIN, Features=No, Depth=L*2026.0582.59
RepEdgesModel=GAT, Features=No, Depth=L*2026.0582.37
RepNodesModel=GAT, Features=No, Depth=L*2026.0582.07
Master NodeModel=GAT, Features=No, Depth=L*2026.0581.56