Node Unlearning on Cora Easy to Unlearn
88.4Time of UnlearningIDEA
Evaluation results
| Method | Links | |
|---|---|---|
| IDEABackbone=GCN2026.01 | 88.4 | |
| AGUBackbone=GAT2026.01 | 95.7 | |
| SGUBackbone=GAT2026.01 | 96.2 | |
| DeleteBackbone=GAT2026.01 | 96.4 | |
| IDEABackbone=GAT2026.01 | 96.4 | |
| GIFBackbone=GAT2026.01 | 96.5 | |
| MEGUBackbone=GAT2026.01 | 96.5 | |
| D2DGNBackbone=GAT2026.01 | 96.7 | |
| D2DGNBackbone=GCN2026.01 | 97 | |
| ETRBackbone=GAT2026.01 | 97.2 | |
| UTUBackbone=GAT2026.01 | 97.3 | |
| SGUBackbone=GCN2026.01 | 97.4 | |
| DeleteBackbone=GCN2026.01 | 97.7 | |
| MEGUBackbone=GCN2026.01 | 97.7 | |
| UTUBackbone=GCN2026.01 | 97.9 | |
| AGUBackbone=GCN2026.01 | 98.1 | |
| MGUBackbone=GAT2026.01 | 98.4 | |
| ETRBackbone=GCN2026.01 | 98.7 | |
| GIFBackbone=GCN2026.01 | 98.8 | |
| MGUBackbone=GCN2026.01 | 98.9 |