Node Classification on Cornell L=L* (test)
56.67AccuracyRepEdges
Evaluation Results
| Method | Links | |
|---|---|---|
| RepEdgesModel=GIN, Features=No, Depth=L*2026.05 | 56.67 | |
| RepNodesModel=GIN, Features=Yes, Depth=L*2026.05 | 54.44 | |
| RepEdgesModel=GIN, Features=Yes, Depth=L*2026.05 | 54.44 | |
| BaselineModel=GIN, Features=No, Depth=L*2026.05 | 53.33 | |
| RepNodesModel=GIN, Features=No, Depth=L*2026.05 | 53.33 | |
| RepEdgesModel=GCN, Features=Yes, Depth=L*2026.05 | 52.22 | |
| RepEdgesModel=GAT, Features=Yes, Depth=L*2026.05 | 51.11 | |
| BaselineModel=GIN, Features=Yes, Depth=L*2026.05 | 51.11 | |
| RepEdgesModel=GCN, Features=No, Depth=L*2026.05 | 50 | |
| BaselineModel=GCN, Features=Yes, Depth=L*2026.05 | 48.89 | |
| RepNodesModel=GCN, Features=No, Depth=L*2026.05 | 48.89 | |
| RepNodesModel=GCN, Features=Yes, Depth=L*2026.05 | 46.67 | |
| BaselineModel=GCN, Features=No, Depth=L*2026.05 | 46.67 | |
| BaselineModel=GAT, Features=Yes, Depth=L*2026.05 | 46.67 | |
| BaselineModel=GAT, Features=No, Depth=L*2026.05 | 46.67 | |
| RepEdgesModel=GAT, Features=No, Depth=L*2026.05 | 46.67 | |
| RepNodesModel=GAT, Features=Yes, Depth=L*2026.05 | 45.56 | |
| RepNodesModel=GAT, Features=No, Depth=L*2026.05 | 45.56 | |
| Master NodeModel=GIN, Features=No, Depth=L*2026.05 | 45.56 | |
| Master NodeModel=GCN, Features=Yes, Depth=L*2026.05 | 44.44 | |
| Master NodeModel=GCN, Features=No, Depth=L*2026.05 | 44.44 | |
| Master NodeModel=GAT, Features=No, Depth=L*2026.05 | 44.44 | |
| Master NodeModel=GIN, Features=Yes, Depth=L*2026.05 | 43.33 | |
| Master NodeModel=GAT, Features=Yes, Depth=L*2026.05 | 42.22 |