Node Classification on Squirrel L=L* (test)
67.27AccuracyRepNodes
Evaluation Results
| Method | Links | |
|---|---|---|
| RepNodesModel=GIN, Features=No, Depth=L*2026.05 | 67.27 | |
| RepNodesModel=GIN, Features=Yes, Depth=L*2026.05 | 66.81 | |
| RepNodesModel=GCN, Features=Yes, Depth=L*2026.05 | 65.77 | |
| Master NodeModel=GIN, Features=Yes, Depth=L*2026.05 | 65.65 | |
| RepEdgesModel=GIN, Features=Yes, Depth=L*2026.05 | 65.65 | |
| RepNodesModel=GCN, Features=No, Depth=L*2026.05 | 65.42 | |
| RepEdgesModel=GIN, Features=No, Depth=L*2026.05 | 65.38 | |
| BaselineModel=GIN, Features=Yes, Depth=L*2026.05 | 65.23 | |
| Master NodeModel=GIN, Features=No, Depth=L*2026.05 | 64.73 | |
| BaselineModel=GIN, Features=No, Depth=L*2026.05 | 64.65 | |
| RepEdgesModel=GCN, Features=No, Depth=L*2026.05 | 63.5 | |
| RepEdgesModel=GCN, Features=Yes, Depth=L*2026.05 | 63.46 | |
| BaselineModel=GCN, Features=Yes, Depth=L*2026.05 | 61.65 | |
| Master NodeModel=GCN, Features=Yes, Depth=L*2026.05 | 61.17 | |
| BaselineModel=GCN, Features=No, Depth=L*2026.05 | 60.85 | |
| Master NodeModel=GCN, Features=No, Depth=L*2026.05 | 60.73 | |
| RepNodesModel=GAT, Features=No, Depth=L*2026.05 | 56.5 | |
| RepEdgesModel=GAT, Features=No, Depth=L*2026.05 | 55.79 | |
| RepNodesModel=GAT, Features=Yes, Depth=L*2026.05 | 50.69 | |
| BaselineModel=GAT, Features=No, Depth=L*2026.05 | 47.15 | |
| RepEdgesModel=GAT, Features=Yes, Depth=L*2026.05 | 45.23 | |
| BaselineModel=GAT, Features=Yes, Depth=L*2026.05 | 43.5 | |
| Master NodeModel=GAT, Features=Yes, Depth=L*2026.05 | 41.96 | |
| Master NodeModel=GAT, Features=No, Depth=L*2026.05 | 40.61 |