Machine Unlearning on CIFAR-10 High-loss deletion (test)
68.18AccORTR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ORTRBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 68.18 | 0 | 0 | |
| SISABackbone=ResNet-18, Deletion Ratio=10%2026.02 | 64.9 | 0.101 | 0.139 | |
| AGUBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 64.63 | 0.162 | 0.278 | |
| SRAGUBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 64.32 | 0.056 | 0.075 | |
| SalUnBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 64.3 | 0.155 | 0.238 | |
| AmnBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 63.48 | 0.128 | 0.172 | |
| SCRUBBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 63.35 | 0.141 | 0.191 | |
| BoundBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 63.25 | 0.146 | 0.264 |