Node Classification on Wiki.CS high-degree nodes, upper 33%
83.49AccuracyGRAPHPATCHER
Evaluation Results
| Method | Links | |
|---|---|---|
| GRAPHPATCHERBackbone=2-layer GCN2023.10 | 83.49 | |
| GTRANSBackbone=2-layer GCN2023.10 | 83.42 | |
| GCNBackbone=2-layer GCN2023.10 | 83.4 | |
| DROPEDGEBackbone=2-layer GCN2023.10 | 83.37 | |
| TUNEUPBackbone=2-layer GCN2023.10 | 83.11 | |
| EERMBackbone=2-layer GCN2023.10 | 82.98 | |
| TAIL-GNNBackbone=2-layer GCN2023.10 | 78.91 | |
| COLDBREWBackbone=2-layer GCN2023.10 | 71.98 |