Node Classification on Amazon Photo tail nodes
89.28AccuracyGraphPatcher
Evaluation results
| Method | Links | |
|---|---|---|
| GraphPatcherBackbone=2-layer GCN2025.05 | 89.28 | |
| GCNBBackbone=2-layer GCN2025.05 | 88.53 | |
| DropEdgeBackbone=2-layer GCN2025.05 | 88.13 | |
| DropMessageBackbone=2-layer GCN2025.05 | 88.07 | |
| GCNBackbone=2-layer GCN2025.05 | 87.98 | |
| TUNEUPBackbone=2-layer GCN2025.05 | 87.87 | |
| DropNodeBackbone=2-layer GCN2025.05 | 87.69 | |
| MLPBackbone=MLP2025.05 | 81.91 |