Transductive Node Classification on Coauthor CS
5.14RApreGraphEditor
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GraphEditorBackbone=GAT2025.12 | 5.14 | 3.8 | 0.003 | 0.005 | 15,551 | 2 | |
| IDEABackbone=GCN2025.12 | 4.97 | 4.85 | 0.001 | 0.001 | 0 | 3 | |
| GraphEditorBackbone=GCN2025.12 | 4.96 | 4.7 | 0.002 | 0.003 | 15,632 | 8 | |
| RetrainBackbone=GAT2025.12 | 4.93 | 0 | 0.003 | 0.003 | 144,622 | 4.33 | |
| IDEABackbone=GAT2025.12 | 4.93 | 4.95 | 0.002 | 0.002 | 0 | 1 | |
| GNNDeleteBackbone=GAT2025.12 | 4.91 | 0 | 0.01 | 0.01 | 144,622 | 4.67 | |
| RetrainBackbone=GCN2025.12 | 4.66 | 0 | 0.004 | 0.004 | 144,458 | 0.67 | |
| GNNDeleteBackbone=GCN2025.12 | 4.61 | 0 | 0.004 | 0.004 | 144,458 | 4.66 |