Machine Unlearning on Lacuna 1.0 (train test)
2.13Test ErrorRetrain
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| RetrainBackbone=ResNet2023.02 | 2.13 | 0 | 99.83 | 2.5 | 0 | 0 | 0 | |
| SCRUBBackbone=ResNet2023.02 | 3.03 | 0 | 98.5 | 6.83 | 0 | 0.67 | 0 | |
| FinetuneBackbone=ResNet2023.02 | 3.17 | 0 | 56.83 | 11.17 | 0 | 15.67 | 0 | |
| EU-kBackbone=ResNet2023.02 | 3.2 | 0 | 90.17 | 6 | 0 | 2 | 0 | |
| NegGrad+Backbone=ResNet2023.02 | 5.03 | 0.31 | 71.33 | 19.33 | 2.13 | 8.33 | 0 | |
| CF-kBackbone=ResNet2023.02 | 5.4 | 0.07 | 33.33 | 17.33 | 0.45 | 27.67 | 2 | |
| OriginalBackbone=ResNet2023.02 | 7.83 | 1.21 | 15.33 | 27.67 | 8.26 | 56 | 36.33 |