Binary-class Edge Classification on HSPPI (test)
67.4Balanced AccuracyChebNet + CECF(Topoedge)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ChebNet + CECF(Topoedge)Backbone=ChebNet, Framework=CECF(Topoedge), Time (S)=350.0872026.05 | 67.4 | 65.7 | |
| ChebNet + CECFBackbone=ChebNet, Framework=CECF, Time (S)=273.9112026.05 | 64 | 64 | |
| GCN + CECF(Topoedge)Backbone=GCN, Framework=CECF(Topoedge), Time (S)=365.1402026.05 | 62.6 | 62.7 | |
| GCN + CECFBackbone=GCN, Framework=CECF, Time (S)=285.9632026.05 | 57.7 | 57.7 | |
| GAT + CECF(Topoedge)Backbone=GAT, Framework=CECF(Topoedge), Time (S)=372.4022026.05 | 54.3 | 53.3 | |
| TER+AER(Poisson)Variant=Poisson, Time (S)=123.1062026.05 | 53.7 | 50.8 | |
| TER+AER(Geometric)Variant=Geometric, Time (S)=124.8512026.05 | 51.7 | 47.4 | |
| GAT + CECFBackbone=GAT, Framework=CECF, Time (S)=292.0482026.05 | 51.1 | 48.8 | |
| GCN + TopoEdgeBackbone=GCN, Framework=TopoEdge, Time (S)=279.1912026.05 | 51 | 46.5 | |
| GCNBackbone=GCN, Time (S)=198.5382026.05 | 50 | 43.2 | |
| GATBackbone=GAT, Time (S)=201.1422026.05 | 50 | 43.3 | |
| GAT + TopoEdgeBackbone=GAT, Framework=TopoEdge, Time (S)=277.7972026.05 | 50 | 43.3 | |
| ChebNetBackbone=ChebNet, Time (S)=190.2562026.05 | 50 | 43.2 | |
| ChebNet + TopoEdgeBackbone=ChebNet, Framework=TopoEdge, Time (S)=272.6132026.05 | 50 | 43.2 |