Node Classification on Coauthor CS head nodes
94.08AccuracyMLP
Evaluation Results
| Method | Links | |
|---|---|---|
| MLPBackbone=MLP2025.05 | 94.08 | |
| GCNBBackbone=2-layer GCN2025.05 | 93.87 | |
| DropMessageBackbone=2-layer GCN2025.05 | 93.28 | |
| GraphPatcherBackbone=2-layer GCN2025.05 | 93.25 | |
| DropNodeBackbone=2-layer GCN2025.05 | 93.19 | |
| GCNBackbone=2-layer GCN2025.05 | 93.15 | |
| DropEdgeBackbone=2-layer GCN2025.05 | 93.14 | |
| TUNEUPBackbone=2-layer GCN2025.05 | 92.12 |