Node Classification on Coauthor Physics head nodes
97.7AccuracyGCNB
Evaluation results
| Method | Links | |
|---|---|---|
| GCNBBackbone=2-layer GCN2025.05 | 97.7 | |
| GCNBackbone=2-layer GCN2025.05 | 97.64 | |
| DropEdgeBackbone=2-layer GCN2025.05 | 97.61 | |
| DropNodeBackbone=2-layer GCN2025.05 | 97.59 | |
| DropMessageBackbone=2-layer GCN2025.05 | 97.57 | |
| MLPBackbone=MLP2025.05 | 97.5 | |
| GraphPatcherBackbone=2-layer GCN2025.05 | 97.46 | |
| TUNEUPBackbone=2-layer GCN2025.05 | 97.26 |