Transductive Node Classification on Pubmed
0.0499RApreIDEA
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| IDEABackbone=GCN2025.12 | 0.0499 | 0.0496 | 0.001 | 0.001 | 0 | 4.67 | |
| RetrainBackbone=GCN2025.12 | 0.0486 | 0 | 0.023 | 0.02 | 72,780 | 6 | |
| GNNDeleteBackbone=GCN2025.12 | 0.0486 | 0 | 0.023 | 0.02 | 72,780 | 2 | |
| GraphEditorBackbone=GAT2025.12 | 0.0476 | 0.0483 | 0.002 | 0.002 | 11,286 | 8 | |
| GNNDeleteBackbone=GAT2025.12 | 0.0467 | 0 | 0.022 | 0.02 | 72,573 | 2 | |
| IDEABackbone=GAT2025.12 | 0.0467 | 0.0464 | 0.001 | 0.001 | 0 | 4.33 | |
| RetrainBackbone=GAT2025.12 | 0.0465 | 0 | 0.022 | 0.02 | 72,573 | 5 | |
| GraphEditorBackbone=GCN2025.12 | 0.0423 | 0.0503 | 0.015 | 0.015 | 11,066 | 8 |