Machine Unlearning on Lacuna-10 (test train forget)
1.05Test ErrorAdaProb
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AdaProbBackbone=ALL-CNN2024.11 | 1.05 | 0 | 0.05 | |
| FinetuneBackbone=ALL-CNN2024.11 | 1.4 | 0 | 0 | |
| RetrainBackbone=ALL-CNN2024.11 | 1.5 | 0 | 0.33 | |
| OriginalBackbone=ALL-CNN2024.11 | 1.57 | 0 | 0 | |
| CF-kBackbone=ALL-CNN2024.11 | 1.57 | 0 | 0 | |
| SCRUBBackbone=ALL-CNN2024.11 | 1.67 | 0 | 0 | |
| SCRUB+RBackbone=ALL-CNN2024.11 | 1.67 | 0 | 0 | |
| NegGrad+Backbone=ALL-CNN2024.11 | 3.6 | 87 | 14.33 | |
| EU-kBackbone=ALL-CNN2024.11 | 3.9 | 76 | 0 | |
| Bad-TBackbone=ALL-CNN2024.11 | 4.9 | 67 | 1.34 |