Binary-class Edge Classification on Epinions (test)
76.4BACCChebNet + CECF(Topoedge)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ChebNet + CECF(Topoedge)Backbone=ChebNet, Framework=CECF(Topoedge), Time (S)=346.6762026.05 | 76.4 | 72.1 | |
| ChebNetBackbone=ChebNet, Time (S)=114.4612026.05 | 76.2 | 77.8 | |
| ChebNet + TopoEdgeBackbone=ChebNet, Framework=TopoEdge, Time (S)=171.1932026.05 | 76 | 78.4 | |
| ChebNet + CECFBackbone=ChebNet, Framework=CECF, Time (S)=340.6862026.05 | 75.8 | 78.4 | |
| GCNBackbone=GCN, Time (S)=133.0762026.05 | 75.6 | 75.7 | |
| GAT + CECF(Topoedge)Backbone=GAT, Framework=CECF(Topoedge), Time (S)=413.4142026.05 | 75 | 76.3 | |
| GCN + CECF(Topoedge)Backbone=GCN, Framework=CECF(Topoedge), Time (S)=398.6452026.05 | 74.8 | 76.5 | |
| GCN + TopoEdgeBackbone=GCN, Framework=TopoEdge, Time (S)=179.5552026.05 | 74.7 | 76.4 | |
| GAT + TopoEdgeBackbone=GAT, Framework=TopoEdge, Time (S)=183.2372026.05 | 74.7 | 76 | |
| TER+AER(Poisson)Variant=Poisson, Time (S)=62.3622026.05 | 73.4 | 77.6 | |
| GCN + CECFBackbone=GCN, Framework=CECF, Time (S)=376.4992026.05 | 73.3 | 76 | |
| GATBackbone=GAT, Time (S)=158.3082026.05 | 72.6 | 75.1 | |
| TER+AER(Geometric)Variant=Geometric, Time (S)=61.2672026.05 | 72.4 | 77.1 | |
| GAT + CECFBackbone=GAT, Framework=CECF, Time (S)=390.1582026.05 | 65.7 | 69.3 |