Node Unlearning Runtime on CS
0.02Average Unlearning Runtime (s)ETR
Evaluation results
| Method | Links | |
|---|---|---|
| ETRBackbone=GCN2026.01 | 0.02 | |
| ETRBackbone=GAT2026.01 | 0.03 | |
| MGUBackbone=GCN2026.01 | 0.07 | |
| MGUBackbone=GAT2026.01 | 0.11 | |
| AGUBackbone=GCN2026.01 | 0.12 | |
| MEGUBackbone=GCN2026.01 | 0.14 | |
| AGUBackbone=GAT2026.01 | 0.21 | |
| MEGUBackbone=GAT2026.01 | 0.23 | |
| D2DGNBackbone=GCN2026.01 | 0.26 | |
| GIFBackbone=GCN2026.01 | 0.32 | |
| IDEABackbone=GCN2026.01 | 0.32 | |
| D2DGNBackbone=GAT2026.01 | 0.46 | |
| GIFBackbone=GAT2026.01 | 0.62 | |
| IDEABackbone=GAT2026.01 | 0.63 | |
| RetrainBackbone=GCN2026.01 | 2.06 | |
| DeleteBackbone=GCN2026.01 | 2.47 | |
| SGUBackbone=GCN2026.01 | 2.6 | |
| SGUBackbone=GAT2026.01 | 2.74 | |
| RetrainBackbone=GAT2026.01 | 2.88 | |
| DeleteBackbone=GAT2026.01 | 4.05 |