Image Classification on CIFAR-10 Class Unlearning (Drt)
98.72Accuracy (Drt)Residual Feature Alignment Unlearning
Evaluation Results
| Method | Links | |
|---|---|---|
| Residual Feature Alignment UnlearningBackbone=ViT2024.11 | 98.72 | |
| OriginalBackbone=ViT2024.11 | 98.64 | |
| RetrainBackbone=ViT2024.11 | 98.64 | |
| BadTBackbone=ViT2024.11 | 98.56 | |
| FinetuneBackbone=ViT2024.11 | 98.49 | |
| SCRUBBackbone=ViT2024.11 | 98.43 | |
| RetrainBackbone=ResNet182024.11 | 95.89 | |
| SCRUBBackbone=ResNet182024.11 | 95.73 | |
| FinetuneBackbone=ResNet182024.11 | 95.69 | |
| OriginalBackbone=ResNet182024.11 | 95.64 | |
| Residual Feature Alignment UnlearningBackbone=ResNet182024.11 | 95.52 | |
| BadTBackbone=ResNet182024.11 | 95.38 | |
| NegGradBackbone=ResNet182024.11 | 80.62 | |
| NegGradBackbone=ViT2024.11 | 36.33 |