Node Classification on Amazon Computer head nodes
91.51AccuracyGraphPatcher
Evaluation results
| Method | Links | |
|---|---|---|
| GraphPatcherBackbone=2-layer GCN2025.05 | 91.51 | |
| DropMessageBackbone=2-layer GCN2025.05 | 91.01 | |
| GCNBackbone=2-layer GCN2025.05 | 90.72 | |
| GCNBBackbone=2-layer GCN2025.05 | 90.7 | |
| TUNEUPBackbone=2-layer GCN2025.05 | 90.62 | |
| DropNodeBackbone=2-layer GCN2025.05 | 90.53 | |
| DropEdgeBackbone=2-layer GCN2025.05 | 90.1 | |
| MLPBackbone=MLP2025.05 | 86.09 |