Transductive Node Classification Unlearning on Pubmed
-0.8Delta RA (%)GraphEditor
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GraphEditorBackbone=GCN2025.12 | -0.8 | 0.509 | 0.518 | |
| IDEABackbone=GCN2025.12 | 0.03 | 0.509 | 0.506 | |
| IDEABackbone=GAT2025.12 | 0.03 | 0.509 | 0.506 | |
| GraphEditorBackbone=GAT2025.12 | 0.07 | 0.505 | 0.508 | |
| RetrainBackbone=GAT2025.12 | 4.65 | 0.502 | 0.504 | |
| GNNDeleteBackbone=GAT2025.12 | 4.67 | 0.502 | 0.503 | |
| RetrainBackbone=GCN2025.12 | 4.86 | 0.509 | 0.512 | |
| GNNDeleteBackbone=GCN2025.12 | 4.86 | 0.509 | 0.509 |