Transductive Node Classification Unlearning on Citeseer
-0.06Delta RA (%)IDEA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IDEABackbone=GAT2025.12 | -0.06 | 0.55 | 0.547 | |
| IDEABackbone=GCN2025.12 | 0.01 | 0.559 | 0.557 | |
| GraphEditorBackbone=GCN2025.12 | 0.38 | 0.559 | 0.561 | |
| GraphEditorBackbone=GAT2025.12 | 0.57 | 0.55 | 0.556 | |
| RetrainBackbone=GAT2025.12 | 4.61 | 0.55 | 0.553 | |
| GNNDeleteBackbone=GAT2025.12 | 4.63 | 0.55 | 0.536 | |
| GNNDeleteBackbone=GCN2025.12 | 5.23 | 0.559 | 0.526 | |
| RetrainBackbone=GCN2025.12 | 5.6 | 0.559 | 0.553 |