Image Classification on CIFAR-10 Class Unlearning (Df)
100AccuracyOriginal
Evaluation results
| Method | Links | |
|---|---|---|
| OriginalBackbone=ResNet182024.11 | 100 | |
| OriginalBackbone=ViT2024.11 | 100 | |
| FinetuneBackbone=ViT2024.11 | 99.94 | |
| FinetuneBackbone=ResNet182024.11 | 94.22 | |
| SCRUBBackbone=ResNet182024.11 | 67.64 | |
| BadTBackbone=ViT2024.11 | 15.02 | |
| NegGradBackbone=ResNet182024.11 | 12.42 | |
| Residual Feature Alignment UnlearningBackbone=ResNet182024.11 | 0.42 | |
| BadTBackbone=ResNet182024.11 | 0.06 | |
| RetrainBackbone=ResNet182024.11 | 0 | |
| RetrainBackbone=ViT2024.11 | 0 | |
| NegGradBackbone=ViT2024.11 | 0 | |
| SCRUBBackbone=ViT2024.11 | 0 | |
| Residual Feature Alignment UnlearningBackbone=ViT2024.11 | 0 |