Class-unlearning on CIFAR-100 forget (Class-0)
0Forget ErrorOriginal
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OriginalBackbone=VGG16+BN2023.02 | 0 | 61.67 | |
| NegGrad+Backbone=VGG16+BN2023.02 | 49.5 | 64.67 | |
| Bad-TBackbone=VGG16+BN, Unlearning Epochs=12023.02 | 63.83 | 61.67 | |
| Bad-TBackbone=VGG16+BN, Unlearning Epochs=102023.02 | 85.33 | 63.33 | |
| RetrainBackbone=VGG16+BN2023.02 | 100 | 55.67 | |
| SCRUB+RBackbone=VGG16+BN2023.02 | 100 | 57.33 | |
| SCRUBBackbone=VGG16+BN2023.02 | 100 | 48.33 |