Machine Unlearning on CIFAR-10 (test train forget)
16.71Test ErrorRetrain
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RetrainBackbone=ALL-CNN2024.11 | 16.71 | 0 | 26.67 | |
| OriginalBackbone=ALL-CNN2024.11 | 16.71 | 0 | 0 | |
| CF-kBackbone=ALL-CNN2024.11 | 16.82 | 0 | 0 | |
| FinetuneBackbone=ALL-CNN2024.11 | 16.86 | 0 | 0 | |
| SCRUB+RBackbone=ALL-CNN2024.11 | 16.88 | 0 | 26.33 | |
| SCRUBBackbone=ALL-CNN2024.11 | 17.01 | 0 | 33 | |
| AdaProbBackbone=ALL-CNN2024.11 | 18.05 | 0 | 25.35 | |
| EU-kBackbone=ALL-CNN2024.11 | 18.44 | 0.32 | 0.33 | |
| NegGrad+Backbone=ALL-CNN2024.11 | 21.65 | 4.54 | 47 | |
| Bad-TBackbone=ALL-CNN2024.11 | 22.43 | 10.13 | 1.67 |