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Node Classification on Texas L=L* (test)

61.11AccuracyRepNodes
34.53841.436548.33555.2335May 10, 2026

Evaluation results

MethodLinks
RepNodesModel=GIN, Features=Yes, Depth=L*2026.0561.11
RepEdgesModel=GIN, Features=Yes, Depth=L*2026.0561.11
BaselineModel=GIN, Features=Yes, Depth=L*2026.0558.89
Master NodeModel=GIN, Features=No, Depth=L*2026.0558.89
RepNodesModel=GIN, Features=No, Depth=L*2026.0558.89
RepEdgesModel=GIN, Features=No, Depth=L*2026.0558.89
Master NodeModel=GIN, Features=Yes, Depth=L*2026.0556.67
BaselineModel=GIN, Features=No, Depth=L*2026.0554.44
BaselineModel=GAT, Features=Yes, Depth=L*2026.0548.89
BaselineModel=GCN, Features=No, Depth=L*2026.0547.78
BaselineModel=GAT, Features=No, Depth=L*2026.0547.78
RepEdgesModel=GAT, Features=Yes, Depth=L*2026.0546.67
BaselineModel=GCN, Features=Yes, Depth=L*2026.0544.44
RepEdgesModel=GAT, Features=No, Depth=L*2026.0544.44
RepEdgesModel=GCN, Features=No, Depth=L*2026.0543.33
RepNodesModel=GCN, Features=No, Depth=L*2026.0541.11
RepNodesModel=GAT, Features=No, Depth=L*2026.0541.11
Master NodeModel=GCN, Features=No, Depth=L*2026.0540
RepNodesModel=GAT, Features=Yes, Depth=L*2026.0540
Master NodeModel=GCN, Features=Yes, Depth=L*2026.0538.89
RepNodesModel=GCN, Features=Yes, Depth=L*2026.0538.89
RepEdgesModel=GCN, Features=Yes, Depth=L*2026.0538.89
Master NodeModel=GAT, Features=No, Depth=L*2026.0536.67
Master NodeModel=GAT, Features=Yes, Depth=L*2026.0535.56