Binary-class Edge Classification on Bitcoin-alpha (test)
88.2BACCChebNet + TopoEdge
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ChebNet + TopoEdgeBackbone=ChebNet, Framework=TopoEdge, Time (S)=21.6972026.05 | 88.2 | 87.1 | |
| ChebNet + CECF(Topoedge)Backbone=ChebNet, Framework=CECF(Topoedge), Time (S)=26.3182026.05 | 87.7 | 87.4 | |
| TER+AER(Geometric)Variant=Geometric, Time (S)=23.8792026.05 | 87.2 | 87.4 | |
| GCN + CECF(Topoedge)Backbone=GCN, Framework=CECF(Topoedge), Time (S)=26.8012026.05 | 87.2 | 87.1 | |
| GAT + CECF(Topoedge)Backbone=GAT, Framework=CECF(Topoedge), Time (S)=23.2622026.05 | 87.2 | 87 | |
| GAT + TopoEdgeBackbone=GAT, Framework=TopoEdge, Time (S)=16.8742026.05 | 87 | 85.5 | |
| GCN + CECFBackbone=GCN, Framework=CECF, Time (S)=24.7262026.05 | 86.6 | 86.7 | |
| GCN + TopoEdgeBackbone=GCN, Framework=TopoEdge, Time (S)=12.5532026.05 | 86.2 | 85.9 | |
| GAT + CECFBackbone=GAT, Framework=CECF, Time (S)=23.3922026.05 | 85.7 | 86.5 | |
| ChebNet + CECFBackbone=ChebNet, Framework=CECF, Time (S)=23.4332026.05 | 85 | 86.6 | |
| GATBackbone=GAT, Time (S)=12.0762026.05 | 82.6 | 84.6 | |
| TER+AER(Poisson)Variant=Poisson, Time (S)=23.9972026.05 | 82.2 | 83.3 | |
| ChebNetBackbone=ChebNet, Time (S)=11.9892026.05 | 81.9 | 84.9 | |
| GCNBackbone=GCN, Time (S)=9.4832026.05 | 79.8 | 83.6 |