Multi-class Edge Classification on MAG
81.2BACCGAT + TopoEdge
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GAT + TopoEdgeTime (S)=146.7722026.05 | 81.2 | 84 | |
| GCN + TopoEdgeTime (S)=129.9862026.05 | 80.8 | 84 | |
| ChebNet + TopoEdgeTime (S)=119.3712026.05 | 80.2 | 83.3 | |
| ChebNetTime (S)=89.9852026.05 | 80.1 | 84.2 | |
| GCNTime (S)=95.8902026.05 | 79.7 | 83.4 | |
| GATTime (S)=120.8942026.05 | 79.5 | 83.7 | |
| GAT + CECF(Topoedge)Time (S)=237.0272026.05 | 79 | 81 | |
| ChebNet + CECF(Topoedge)Time (S)=170.0962026.05 | 77.6 | 80.1 | |
| GCN + CECF(Topoedge)Time (S)=189.8772026.05 | 76.7 | 81.3 | |
| GAT + CECFTime (S)=201.0032026.05 | 73.2 | 75.6 | |
| ChebNet + CECFTime (S)=101.2612026.05 | 72.2 | 73.2 | |
| GCN + CECFTime (S)=158.2442026.05 | 69.4 | 73.3 | |
| TER+AER(Poisson)Time (S)=44.7802026.05 | 64.3 | 70.4 | |
| TER+AER(Geometric)Time (S)=44.9092026.05 | 63.8 | 70.1 |