Node unlearning on Chameleon
0.02Average Runtime (s)ETR
Evaluation Results
| Method | Links | |
|---|---|---|
| ETRBackbone=GCN2026.01 | 0.02 | |
| ETRBackbone=GAT2026.01 | 0.02 | |
| MGUBackbone=GAT2026.01 | 0.02 | |
| MGUBackbone=GCN2026.01 | 0.04 | |
| AGUBackbone=GCN2026.01 | 0.07 | |
| MEGUBackbone=GCN2026.01 | 0.09 | |
| GIFBackbone=GCN2026.01 | 0.1 | |
| IDEABackbone=GCN2026.01 | 0.1 | |
| AGUBackbone=GAT2026.01 | 0.1 | |
| MEGUBackbone=GAT2026.01 | 0.13 | |
| D2DGNBackbone=GCN2026.01 | 0.16 | |
| D2DGNBackbone=GAT2026.01 | 0.24 | |
| GIFBackbone=GAT2026.01 | 0.31 | |
| IDEABackbone=GAT2026.01 | 0.32 | |
| SGUBackbone=GCN2026.01 | 0.42 | |
| SGUBackbone=GAT2026.01 | 0.46 | |
| RetrainBackbone=GCN2026.01 | 0.52 | |
| RetrainBackbone=GAT2026.01 | 0.63 | |
| DeleteBackbone=GCN2026.01 | 1.51 | |
| DeleteBackbone=GAT2026.01 | 1.9 |