Node Unlearning Runtime on Physics
0.03Runtime (s)ETR
Evaluation results
| Method | Links | |
|---|---|---|
| ETRBackbone=GCN2026.01 | 0.03 | |
| MGUBackbone=GCN2026.01 | 0.04 | |
| ETRBackbone=GAT2026.01 | 0.05 | |
| MGUBackbone=GAT2026.01 | 0.23 | |
| AGUBackbone=GCN2026.01 | 0.24 | |
| MEGUBackbone=GCN2026.01 | 0.26 | |
| AGUBackbone=GAT2026.01 | 0.43 | |
| MEGUBackbone=GAT2026.01 | 0.45 | |
| D2DGNBackbone=GCN2026.01 | 0.51 | |
| GIFBackbone=GCN2026.01 | 0.73 | |
| IDEABackbone=GCN2026.01 | 0.73 | |
| D2DGNBackbone=GAT2026.01 | 0.84 | |
| GIFBackbone=GAT2026.01 | 1.39 | |
| IDEABackbone=GAT2026.01 | 1.44 | |
| RetrainBackbone=GCN2026.01 | 2.93 | |
| RetrainBackbone=GAT2026.01 | 4.02 | |
| DeleteBackbone=GCN2026.01 | 4.51 | |
| SGUBackbone=GCN2026.01 | 5.44 | |
| SGUBackbone=GAT2026.01 | 6 | |
| DeleteBackbone=GAT2026.01 | 7.79 |