Multi-class Edge Classification on Bitcoin alpha
58.8BACCChebNet + TopoEdge
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ChebNet + TopoEdgeTime (S)=19.3522026.05 | 58.8 | 57.8 | |
| ChebNet + CECF(Topoedge)Time (S)=29.9722026.05 | 58.5 | 58.3 | |
| GAT + CECF(Topoedge)Time (S)=39.3902026.05 | 57.9 | 54.8 | |
| GCN + CECF(Topoedge)Time (S)=29.5852026.05 | 57.7 | 56.4 | |
| GAT + TopoEdgeTime (S)=16.7132026.05 | 57.7 | 56.5 | |
| GCN + TopoEdgeTime (S)=12.3692026.05 | 57.2 | 55.8 | |
| GAT + CECFTime (S)=32.5542026.05 | 53.8 | 55.2 | |
| GCN + CECFTime (S)=24.9362026.05 | 53.7 | 53.4 | |
| ChebNetTime (S)=15.9652026.05 | 52.8 | 55.7 | |
| ChebNet + CECFTime (S)=26.1392026.05 | 52.6 | 55.9 | |
| GATTime (S)=18.8962026.05 | 52.4 | 54.4 | |
| GCNTime (S)=15.2092026.05 | 51.4 | 53.1 | |
| TER+AER(Geometric)Time (S)=24.4102026.05 | 48.6 | 50.7 | |
| TER+AER(Poisson)Time (S)=23.9132026.05 | 36.4 | 39.2 |