Edge Unlearning on Chameleon (hard)
82.22Trade-off of Unlearning (ToU)MGU
Evaluation results
| Method | Links | |
|---|---|---|
| MGUBackbone=GIN2026.01 | 82.22 | |
| D2DGNBackbone=GIN2026.01 | 80.17 | |
| UTUBackbone=GIN2026.01 | 77.84 | |
| SGUBackbone=GIN2026.01 | 73.77 | |
| DeleteBackbone=GIN2026.01 | 72.56 | |
| MGUBackbone=SAGE2026.01 | 70.12 | |
| D2DGNBackbone=GIN2026.01 | 69.81 | |
| SGUBackbone=GIN2026.01 | 68.41 | |
| MEGUBackbone=GIN2026.01 | 64.38 | |
| UTUBackbone=GIN2026.01 | 62.82 | |
| MEGUBackbone=GIN2026.01 | 61.74 | |
| DeleteBackbone=GIN2026.01 | 60.42 | |
| ETRBackbone=GIN2026.01 | 59.47 | |
| AGUBackbone=GIN2026.01 | 59.41 | |
| GIFBackbone=GIN2026.01 | 59.04 | |
| ETRBackbone=GIN2026.01 | 57.64 | |
| GIFBackbone=GIN2026.01 | 57.13 | |
| IDEABackbone=GIN2026.01 | 55.34 | |
| IDEABackbone=GIN2026.01 | 51.13 | |
| D2DGNBackbone=SAGE2026.01 | 33.83 | |
| IDEABackbone=SAGE2026.01 | 30.11 | |
| AGUBackbone=SAGE2026.01 | 29.62 | |
| GIFBackbone=SAGE2026.01 | 29.32 | |
| D2DGNBackbone=SAGE2026.01 | 28.42 | |
| DeleteBackbone=SAGE2026.01 | 27.82 |