Class Unlearning on FASHION-MNIST
0MIA RateBadT
Evaluation Results
| Method | Links | |
|---|---|---|
| BadTBackbone=ResNet182024.11 | 0 | |
| Residual Feature Alignment UnlearningBackbone=ResNet182024.11 | 0 | |
| Residual Feature Alignment UnlearningBackbone=ViT2024.11 | 0 | |
| BadTBackbone=ViT2024.11 | 2 | |
| SCRUBBackbone=ViT2024.11 | 24 | |
| RetrainBackbone=ResNet182024.11 | 59 | |
| SCRUBBackbone=ResNet182024.11 | 73 | |
| RetrainBackbone=ViT2024.11 | 74 | |
| FinetuneBackbone=ViT2024.11 | 75 | |
| FinetuneBackbone=ResNet182024.11 | 82 | |
| OriginalBackbone=ResNet182024.11 | 100 | |
| NegGradBackbone=ResNet182024.11 | 100 | |
| OriginalBackbone=ViT2024.11 | 100 | |
| NegGradBackbone=ViT2024.11 | 100 |