Node Classification on Pubmed high-degree nodes, upper 33%
83.83AccuracyGRAPHPATCHER
Evaluation Results
| Method | Links | |
|---|---|---|
| GRAPHPATCHERBackbone=2-layer GCN2023.10 | 83.83 | |
| TUNEUPBackbone=2-layer GCN2023.10 | 81.74 | |
| DROPEDGEBackbone=2-layer GCN2023.10 | 81.44 | |
| GCNBackbone=2-layer GCN2023.10 | 80.84 | |
| GTRANSBackbone=2-layer GCN2023.10 | 80.56 | |
| EERMBackbone=2-layer GCN2023.10 | 79.98 | |
| TAIL-GNNBackbone=2-layer GCN2023.10 | 78.74 | |
| COLDBREWBackbone=2-layer GCN2023.10 | 78.66 |