Node Classification on PubMed tail nodes (Accuracy)
86.85AccuracyGCNB
Evaluation Results
| Method | Links | |
|---|---|---|
| GCNBBackbone=2-layer GCN2025.05 | 86.85 | |
| DropNodeBackbone=2-layer GCN2025.05 | 85.33 | |
| DropMessageBackbone=2-layer GCN2025.05 | 85.31 | |
| DropEdgeBackbone=2-layer GCN2025.05 | 85.21 | |
| GCNBackbone=2-layer GCN2025.05 | 85.14 | |
| TUNEUPBackbone=2-layer GCN2025.05 | 85.12 | |
| GraphPatcherBackbone=2-layer GCN2025.05 | 84.98 | |
| MLPBackbone=MLP2025.05 | 84.3 |