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ResearchFormerly WizWand

Node Classification on PubMed L=L* (test)

87.77AccuracyRepNodes
37.506850.555963.60576.6541May 10, 2026
Updated 6mo ago

Evaluation results

MethodLinks
RepNodesModel=GCN, Features=Yes, Depth=L*2026.0587.77
RepEdgesModel=GCN, Features=Yes, Depth=L*2026.0587.75
BaselineModel=GCN, Features=Yes, Depth=L*2026.0587.63
RepEdgesModel=GAT, Features=Yes, Depth=L*2026.0586.76
BaselineModel=GAT, Features=Yes, Depth=L*2026.0586.67
RepNodesModel=GAT, Features=Yes, Depth=L*2026.0586.54
BaselineModel=GIN, Features=Yes, Depth=L*2026.0584.89
RepEdgesModel=GIN, Features=Yes, Depth=L*2026.0584.77
RepNodesModel=GIN, Features=Yes, Depth=L*2026.0584.73
BaselineModel=GAT, Features=No, Depth=L*2026.0582.46
BaselineModel=GIN, Features=No, Depth=L*2026.0582.16
BaselineModel=GCN, Features=No, Depth=L*2026.0582.12
RepNodesModel=GCN, Features=No, Depth=L*2026.0581.95
RepEdgesModel=GCN, Features=No, Depth=L*2026.0581.93
RepNodesModel=GAT, Features=No, Depth=L*2026.0581.56
RepEdgesModel=GAT, Features=No, Depth=L*2026.0581.54
RepNodesModel=GIN, Features=No, Depth=L*2026.0539.57
RepEdgesModel=GIN, Features=No, Depth=L*2026.0539.44