Node Unlearning on Citeseer
0.01Average Runtime (s)MGU
Evaluation Results
| Method | Links | |
|---|---|---|
| MGUBackbone=GCN2026.01 | 0.01 | |
| ETRBackbone=GCN2026.01 | 0.02 | |
| ETRBackbone=GAT2026.01 | 0.02 | |
| MGUBackbone=GAT2026.01 | 0.02 | |
| AGUBackbone=GCN2026.01 | 0.06 | |
| MEGUBackbone=GCN2026.01 | 0.08 | |
| AGUBackbone=GAT2026.01 | 0.08 | |
| GIFBackbone=GCN2026.01 | 0.11 | |
| IDEABackbone=GCN2026.01 | 0.11 | |
| MEGUBackbone=GAT2026.01 | 0.11 | |
| D2DGNBackbone=GCN2026.01 | 0.18 | |
| D2DGNBackbone=GAT2026.01 | 0.24 | |
| GIFBackbone=GAT2026.01 | 0.32 | |
| IDEABackbone=GAT2026.01 | 0.34 | |
| RetrainBackbone=GCN2026.01 | 0.53 | |
| SGUBackbone=GCN2026.01 | 0.55 | |
| RetrainBackbone=GAT2026.01 | 0.55 | |
| SGUBackbone=GAT2026.01 | 0.58 | |
| DeleteBackbone=GCN2026.01 | 1.23 | |
| DeleteBackbone=GAT2026.01 | 1.82 |