Machine Unlearning on CIFAR-10 Low-margin deletion (test)
68.12AccuracyORTR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ORTRBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 68.12 | 0 | 0 | |
| SRAGUBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 64.89 | 0.049 | 0.057 | |
| SISABackbone=ResNet-18, Deletion Ratio=10%2026.02 | 64.58 | 0.099 | 0.142 | |
| SalUnBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 64.28 | 0.152 | 0.231 | |
| BoundBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 64.23 | 0.153 | 0.277 | |
| AGUBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 64.18 | 0.176 | 0.281 | |
| AmnBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 63.99 | 0.139 | 0.145 | |
| SCRUBBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 63.33 | 0.163 | 0.26 |