Machine Unlearning on CIFAR-10 Influence-inspired deletion (test)
67.91AccuracyORTR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ORTRBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 67.91 | 0 | 0 | |
| SRAGUBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 64.86 | 0.073 | 0.068 | |
| SISABackbone=ResNet-18, Deletion Ratio=10%2026.02 | 64.61 | 0.12 | 0.139 | |
| AmnBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 64.5 | 0.136 | 0.187 | |
| SCRUBBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 64.37 | 0.149 | 0.265 | |
| SalUnBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 64.31 | 0.163 | 0.233 | |
| BoundBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 64.27 | 0.184 | 0.285 | |
| AGUBackbone=ResNet-18, Deletion Ratio=10%2026.02 | 64.21 | 0.179 | 0.259 |