Node Classification on Actor L=2 (test)
38.58AccuracyTRIGON
Evaluation Results
| Method | Links | |
|---|---|---|
| TRIGONArchitecture=GIN, Node Features=Included, Layers=22026.05 | 38.58 | |
| TRIGONArchitecture=GAT, Node Features=Included, Layers=22026.05 | 36.34 | |
| TRIGONArchitecture=GCN, Node Features=Included, Layers=22026.05 | 36.18 | |
| JDRArchitecture=GAT, Node Features=Included, Layers=22026.05 | 31.08 | |
| ComFyArchitecture=GCN, Node Features=Included, Layers=22026.05 | 29.37 | |
| JDRArchitecture=GCN, Node Features=Included, Layers=22026.05 | 29.16 | |
| ComFyArchitecture=GAT, Node Features=Included, Layers=22026.05 | 28.89 | |
| ComFyArchitecture=GIN, Node Features=Included, Layers=22026.05 | 28.37 | |
| ComFyArchitecture=GCN, Node Features=Excluded, Layers=22026.05 | 28.32 | |
| TRIGONArchitecture=GCN, Node Features=Excluded, Layers=22026.05 | 28.32 | |
| JDRArchitecture=GIN, Node Features=Included, Layers=22026.05 | 28.24 | |
| ComFyArchitecture=GAT, Node Features=Excluded, Layers=22026.05 | 28.21 | |
| TRIGONArchitecture=GAT, Node Features=Excluded, Layers=22026.05 | 27.47 | |
| TRIGONArchitecture=GIN, Node Features=Excluded, Layers=22026.05 | 26.89 | |
| BORFArchitecture=GAT, Node Features=Included, Layers=22026.05 | 26.11 | |
| ComFyArchitecture=GIN, Node Features=Excluded, Layers=22026.05 | 26.08 | |
| FOSRArchitecture=GAT, Node Features=Excluded, Layers=22026.05 | 26.03 | |
| RepNodesArchitecture=GAT, Node Features=Excluded, Selection Heuristic=SRL*, Layers=22026.05 | 26 | |
| RepEdgesArchitecture=GAT, Node Features=Excluded, Selection Heuristic=SRL*, Layers=22026.05 | 26 | |
| RepNodesArchitecture=GCN, Node Features=Included, Selection Heuristic=SRL*, Layers=22026.05 | 25.95 | |
| JDRArchitecture=GCN, Node Features=Excluded, Layers=22026.05 | 25.95 | |
| SDRFArchitecture=GAT, Node Features=Excluded, Layers=22026.05 | 25.95 | |
| FOSRArchitecture=GCN, Node Features=Excluded, Layers=22026.05 | 25.82 | |
| SDRFArchitecture=GCN, Node Features=Excluded, Layers=22026.05 | 25.82 | |
| RepEdgesArchitecture=GCN, Node Features=Included, Selection Heuristic=best, Layers=22026.05 | 25.68 | |
| RepNodesArchitecture=GIN, Node Features=Included, Selection Heuristic=SRL*, Layers=22026.05 | 25.66 | |
| RepEdgesArchitecture=GIN, Node Features=Included, Selection Heuristic=SRL*, Layers=22026.05 | 25.66 | |
| BORFArchitecture=GCN, Node Features=Included, Layers=22026.05 | 25.63 | |
| FOSRArchitecture=GCN, Node Features=Included, Layers=22026.05 | 25.5 | |
| RepEdgesArchitecture=GCN, Node Features=Included, Selection Heuristic=SRL*, Layers=22026.05 | 25.5 | |
| BORFArchitecture=GCN, Node Features=Excluded, Layers=22026.05 | 25.5 | |
| BORFArchitecture=GAT, Node Features=Excluded, Layers=22026.05 | 25.47 | |
| BaselineArchitecture=GCN, Node Features=Excluded, Layers=22026.05 | 25.45 | |
| BaselineArchitecture=GAT, Node Features=Included, Layers=22026.05 | 25.39 | |
| MNArchitecture=GCN, Node Features=Excluded, Layers=22026.05 | 25.39 | |
| RepNodesArchitecture=GCN, Node Features=Excluded, Selection Heuristic=best, Layers=22026.05 | 25.39 | |
| RepEdgesArchitecture=GCN, Node Features=Excluded, Selection Heuristic=best, Layers=22026.05 | 25.39 | |
| SDRFArchitecture=GCN, Node Features=Included, Layers=22026.05 | 25.37 | |
| JDRArchitecture=GAT, Node Features=Excluded, Layers=22026.05 | 25.34 | |
| MNArchitecture=GAT, Node Features=Excluded, Layers=22026.05 | 25.29 | |
| RepNodesArchitecture=GCN, Node Features=Excluded, Selection Heuristic=SRL*, Layers=22026.05 | 25.24 | |
| MNArchitecture=GCN, Node Features=Included, Layers=22026.05 | 25.16 | |
| MNArchitecture=GIN, Node Features=Excluded, Layers=22026.05 | 25.13 | |
| RepNodesArchitecture=GIN, Node Features=Excluded, Selection Heuristic=best, Layers=22026.05 | 25.13 | |
| RepEdgesArchitecture=GIN, Node Features=Excluded, Selection Heuristic=best, Layers=22026.05 | 25.13 | |
| RepEdgesArchitecture=GCN, Node Features=Excluded, Selection Heuristic=SRL*, Layers=22026.05 | 25.11 | |
| RepNodesArchitecture=GIN, Node Features=Excluded, Selection Heuristic=SRL*, Layers=22026.05 | 25.11 | |
| RepEdgesArchitecture=GIN, Node Features=Excluded, Selection Heuristic=SRL*, Layers=22026.05 | 25.11 | |
| RepNodesArchitecture=GAT, Node Features=Included, Selection Heuristic=SRL*, Layers=22026.05 | 25.05 | |
| RepEdgesArchitecture=GAT, Node Features=Included, Selection Heuristic=SRL*, Layers=22026.05 | 25.05 | |
| JDRArchitecture=GIN, Node Features=Excluded, Layers=22026.05 | 25.03 | |
| BaselineArchitecture=GCN, Node Features=Included, Layers=22026.05 | 25 | |
| BORFArchitecture=GIN, Node Features=Excluded, Layers=22026.05 | 25 | |
| BaselineArchitecture=GAT, Node Features=Excluded, Layers=22026.05 | 24.97 | |
| MNArchitecture=GIN, Node Features=Included, Layers=22026.05 | 24.92 | |
| FOSRArchitecture=GIN, Node Features=Excluded, Layers=22026.05 | 24.92 | |
| SDRFArchitecture=GIN, Node Features=Excluded, Layers=22026.05 | 24.92 | |
| BORFArchitecture=GIN, Node Features=Included, Layers=22026.05 | 24.84 | |
| FOSRArchitecture=GAT, Node Features=Included, Layers=22026.05 | 24.68 | |
| BaselineArchitecture=GIN, Node Features=Excluded, Layers=22026.05 | 24.66 | |
| SDRFArchitecture=GAT, Node Features=Included, Layers=22026.05 | 24.53 | |
| BaselineArchitecture=GIN, Node Features=Included, Layers=22026.05 | 24.39 | |
| FOSRArchitecture=GIN, Node Features=Included, Layers=22026.05 | 24.34 | |
| SDRFArchitecture=GIN, Node Features=Included, Layers=22026.05 | 24.21 | |
| MNArchitecture=GAT, Node Features=Included, Layers=22026.05 | 23.39 |