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ResearchFormerly WizWand

Node Classification on Actor L=L* (test)

26.45AccuracyRepNodes
23.267624.093824.9225.7462May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
RepNodesModel=GCN, Features=Yes, Depth=L*2026.0526.45
RepEdgesModel=GCN, Features=Yes, Depth=L*2026.0526.21
RepNodesModel=GAT, Features=No, Depth=L*2026.0526
RepEdgesModel=GAT, Features=No, Depth=L*2026.0526
Master NodeModel=GCN, Features=Yes, Depth=L*2026.0525.97
BaselineModel=GCN, Features=Yes, Depth=L*2026.0525.74
BaselineModel=GCN, Features=No, Depth=L*2026.0525.45
Master NodeModel=GCN, Features=No, Depth=L*2026.0525.39
RepNodesModel=GCN, Features=No, Depth=L*2026.0525.39
RepEdgesModel=GCN, Features=No, Depth=L*2026.0525.39
BaselineModel=GAT, Features=Yes, Depth=L*2026.0525.39
Master NodeModel=GAT, Features=No, Depth=L*2026.0525.29
RepNodesModel=GAT, Features=Yes, Depth=L*2026.0525.05
RepEdgesModel=GAT, Features=Yes, Depth=L*2026.0525.05
BaselineModel=GAT, Features=No, Depth=L*2026.0524.97
RepEdgesModel=GIN, Features=No, Depth=L*2026.0524.88
BaselineModel=GIN, Features=No, Depth=L*2026.0524.78
BaselineModel=GIN, Features=Yes, Depth=L*2026.0524.68
RepNodesModel=GIN, Features=Yes, Depth=L*2026.0524.61
RepEdgesModel=GIN, Features=Yes, Depth=L*2026.0524.61
RepNodesModel=GIN, Features=No, Depth=L*2026.0524.61
Master NodeModel=GIN, Features=No, Depth=L*2026.0524.45
Master NodeModel=GIN, Features=Yes, Depth=L*2026.0523.46
Master NodeModel=GAT, Features=Yes, Depth=L*2026.0523.39