Image Classification on CIFAR-10 Class Unlearning (Accuracy)
99.2AccuracyOriginal
Evaluation results
| Method | Links | |
|---|---|---|
| OriginalBackbone=ViT2024.11 | 99.2 | |
| FinetuneBackbone=ViT2024.11 | 98.7 | |
| OriginalBackbone=ResNet182024.11 | 97.5 | |
| FinetuneBackbone=ResNet182024.11 | 83.2 | |
| SCRUBBackbone=ResNet182024.11 | 62.4 | |
| BadTBackbone=ViT2024.11 | 15.8 | |
| NegGradBackbone=ResNet182024.11 | 12.2 | |
| RetrainBackbone=ResNet182024.11 | 0 | |
| BadTBackbone=ResNet182024.11 | 0 | |
| Residual Feature Alignment UnlearningBackbone=ResNet182024.11 | 0 | |
| RetrainBackbone=ViT2024.11 | 0 | |
| NegGradBackbone=ViT2024.11 | 0 | |
| SCRUBBackbone=ViT2024.11 | 0 | |
| Residual Feature Alignment UnlearningBackbone=ViT2024.11 | 0 |