Node Classification on Coauthor CS tail nodes
92.97AccuracyGCNB
Evaluation Results
| Method | Links | |
|---|---|---|
| GCNBBackbone=2-layer GCN2025.05 | 92.97 | |
| MLPBackbone=MLP2025.05 | 92.96 | |
| DropMessageBackbone=2-layer GCN2025.05 | 90.35 | |
| DropNodeBackbone=2-layer GCN2025.05 | 90.12 | |
| DropEdgeBackbone=2-layer GCN2025.05 | 90.09 | |
| GCNBackbone=2-layer GCN2025.05 | 90.04 | |
| GraphPatcherBackbone=2-layer GCN2025.05 | 89.48 | |
| TUNEUPBackbone=2-layer GCN2025.05 | 88.98 |