Image Classification on Fashion-MNIST Class Unlearning (Dr)
100AccuracyOriginal
Evaluation results
| Method | Links | |
|---|---|---|
| OriginalBackbone=ResNet182024.11 | 100 | |
| RetrainBackbone=ResNet182024.11 | 100 | |
| FinetuneBackbone=ResNet182024.11 | 99.99 | |
| BadTBackbone=ResNet182024.11 | 99.99 | |
| Residual Feature Alignment UnlearningBackbone=ResNet182024.11 | 99.98 | |
| RetrainBackbone=ViT2024.11 | 99.95 | |
| Residual Feature Alignment UnlearningBackbone=ViT2024.11 | 99.95 | |
| SCRUBBackbone=ResNet182024.11 | 99.88 | |
| FinetuneBackbone=ViT2024.11 | 99.8 | |
| SCRUBBackbone=ViT2024.11 | 99.72 | |
| BadTBackbone=ViT2024.11 | 99.38 | |
| OriginalBackbone=ViT2024.11 | 99.29 | |
| NegGradBackbone=ResNet182024.11 | 83.51 | |
| NegGradBackbone=ViT2024.11 | 33.87 |