Node Classification on Texas L=L* (test)
61.11AccuracyRepNodes
Evaluation Results
| Method | Links | |
|---|---|---|
| RepNodesModel=GIN, Features=Yes, Depth=L*2026.05 | 61.11 | |
| RepEdgesModel=GIN, Features=Yes, Depth=L*2026.05 | 61.11 | |
| BaselineModel=GIN, Features=Yes, Depth=L*2026.05 | 58.89 | |
| Master NodeModel=GIN, Features=No, Depth=L*2026.05 | 58.89 | |
| RepNodesModel=GIN, Features=No, Depth=L*2026.05 | 58.89 | |
| RepEdgesModel=GIN, Features=No, Depth=L*2026.05 | 58.89 | |
| Master NodeModel=GIN, Features=Yes, Depth=L*2026.05 | 56.67 | |
| BaselineModel=GIN, Features=No, Depth=L*2026.05 | 54.44 | |
| BaselineModel=GAT, Features=Yes, Depth=L*2026.05 | 48.89 | |
| BaselineModel=GCN, Features=No, Depth=L*2026.05 | 47.78 | |
| BaselineModel=GAT, Features=No, Depth=L*2026.05 | 47.78 | |
| RepEdgesModel=GAT, Features=Yes, Depth=L*2026.05 | 46.67 | |
| BaselineModel=GCN, Features=Yes, Depth=L*2026.05 | 44.44 | |
| RepEdgesModel=GAT, Features=No, Depth=L*2026.05 | 44.44 | |
| RepEdgesModel=GCN, Features=No, Depth=L*2026.05 | 43.33 | |
| RepNodesModel=GCN, Features=No, Depth=L*2026.05 | 41.11 | |
| RepNodesModel=GAT, Features=No, Depth=L*2026.05 | 41.11 | |
| Master NodeModel=GCN, Features=No, Depth=L*2026.05 | 40 | |
| RepNodesModel=GAT, Features=Yes, Depth=L*2026.05 | 40 | |
| Master NodeModel=GCN, Features=Yes, Depth=L*2026.05 | 38.89 | |
| RepNodesModel=GCN, Features=Yes, Depth=L*2026.05 | 38.89 | |
| RepEdgesModel=GCN, Features=Yes, Depth=L*2026.05 | 38.89 | |
| Master NodeModel=GAT, Features=No, Depth=L*2026.05 | 36.67 | |
| Master NodeModel=GAT, Features=Yes, Depth=L*2026.05 | 35.56 |