Node Classification on Wiki-CS tail nodes (Accuracy)
79.25Accuracy (Tail Nodes)GCNB
Evaluation results
| Method | Links | |
|---|---|---|
| GCNBBackbone=2-layer GCN2025.05 | 79.25 | |
| GraphPatcherBackbone=2-layer GCN2025.05 | 78.88 | |
| TUNEUPBackbone=2-layer GCN2025.05 | 78.13 | |
| DropEdgeBackbone=2-layer GCN2025.05 | 77.99 | |
| DropMessageBackbone=2-layer GCN2025.05 | 77.9 | |
| GCNBackbone=2-layer GCN2025.05 | 77.83 | |
| DropNodeBackbone=2-layer GCN2025.05 | 77.62 | |
| MLPBackbone=MLP2025.05 | 73.02 |