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ResearchFormerly WizWand

Multi-class Edge Classification on MAG

81.2BACCGAT + TopoEdge
63.10467.80272.577.198May 1, 2026
Updated 6mo ago

Evaluation results

MethodLinks
GAT + TopoEdgeTime (S)=146.7722026.0581.284
GCN + TopoEdgeTime (S)=129.9862026.0580.884
ChebNet + TopoEdgeTime (S)=119.3712026.0580.283.3
ChebNetTime (S)=89.9852026.0580.184.2
GCNTime (S)=95.8902026.0579.783.4
GATTime (S)=120.8942026.0579.583.7
GAT + CECF(Topoedge)Time (S)=237.0272026.057981
ChebNet + CECF(Topoedge)Time (S)=170.0962026.0577.680.1
GCN + CECF(Topoedge)Time (S)=189.8772026.0576.781.3
GAT + CECFTime (S)=201.0032026.0573.275.6
ChebNet + CECFTime (S)=101.2612026.0572.273.2
GCN + CECFTime (S)=158.2442026.0569.473.3
TER+AER(Poisson)Time (S)=44.7802026.0564.370.4
TER+AER(Geometric)Time (S)=44.9092026.0563.870.1