Node Classification on Wisconsin L=L* (test)
64.8AccuracyRepNodes
Evaluation Results
| Method | Links | |
|---|---|---|
| RepNodesModel=GCN, Features=Yes, Depth=L*2026.05 | 64.8 | |
| RepEdgesModel=GAT, Features=Yes, Depth=L*2026.05 | 61.6 | |
| RepEdgesModel=GIN, Features=Yes, Depth=L*2026.05 | 61.6 | |
| RepEdgesModel=GCN, Features=Yes, Depth=L*2026.05 | 60.8 | |
| RepNodesModel=GCN, Features=No, Depth=L*2026.05 | 59.6 | |
| RepEdgesModel=GCN, Features=No, Depth=L*2026.05 | 59.2 | |
| RepNodesModel=GAT, Features=Yes, Depth=L*2026.05 | 59.2 | |
| BaselineModel=GCN, Features=Yes, Depth=L*2026.05 | 58.4 | |
| BaselineModel=GIN, Features=No, Depth=L*2026.05 | 58 | |
| RepEdgesModel=GIN, Features=No, Depth=L*2026.05 | 57.6 | |
| Master NodeModel=GAT, Features=Yes, Depth=L*2026.05 | 56.8 | |
| BaselineModel=GIN, Features=Yes, Depth=L*2026.05 | 56 | |
| BaselineModel=GAT, Features=Yes, Depth=L*2026.05 | 55.2 | |
| BaselineModel=GAT, Features=No, Depth=L*2026.05 | 55.2 | |
| RepEdgesModel=GAT, Features=No, Depth=L*2026.05 | 55.2 | |
| BaselineModel=GCN, Features=No, Depth=L*2026.05 | 54.4 | |
| RepNodesModel=GIN, Features=No, Depth=L*2026.05 | 54.4 | |
| Master NodeModel=GCN, Features=Yes, Depth=L*2026.05 | 53.6 | |
| Master NodeModel=GCN, Features=No, Depth=L*2026.05 | 53.6 | |
| Master NodeModel=GAT, Features=No, Depth=L*2026.05 | 53.6 | |
| RepNodesModel=GAT, Features=No, Depth=L*2026.05 | 53.6 | |
| RepNodesModel=GIN, Features=Yes, Depth=L*2026.05 | 53.6 | |
| Master NodeModel=GIN, Features=Yes, Depth=L*2026.05 | 51.2 | |
| Master NodeModel=GIN, Features=No, Depth=L*2026.05 | 49.2 |