Average Runtime for Node Unlearning on PubMed
0.02Runtime (s)ETR
Evaluation results
| Method | Links | |
|---|---|---|
| ETRBackbone=GCN2026.01 | 0.02 | |
| ETRBackbone=GAT2026.01 | 0.02 | |
| MGUBackbone=GCN2026.01 | 0.03 | |
| MGUBackbone=GAT2026.01 | 0.04 | |
| AGUBackbone=GCN2026.01 | 0.06 | |
| MEGUBackbone=GCN2026.01 | 0.08 | |
| AGUBackbone=GAT2026.01 | 0.1 | |
| GIFBackbone=GCN2026.01 | 0.11 | |
| IDEABackbone=GCN2026.01 | 0.11 | |
| MEGUBackbone=GAT2026.01 | 0.13 | |
| D2DGNBackbone=GCN2026.01 | 0.17 | |
| D2DGNBackbone=GAT2026.01 | 0.24 | |
| GIFBackbone=GAT2026.01 | 0.35 | |
| IDEABackbone=GAT2026.01 | 0.35 | |
| RetrainBackbone=GAT2026.01 | 0.82 | |
| RetrainBackbone=GCN2026.01 | 0.96 | |
| DeleteBackbone=GCN2026.01 | 1.31 | |
| DeleteBackbone=GAT2026.01 | 2.03 | |
| SGUBackbone=GCN2026.01 | 2.79 | |
| SGUBackbone=GAT2026.01 | 2.89 |