Image Classification on Fashion-MNIST Class Unlearning (Drt)
96.71AccuracyRetrain
Evaluation Results
| Method | Links | |
|---|---|---|
| RetrainBackbone=ViT2024.11 | 96.71 | |
| FinetuneBackbone=ViT2024.11 | 96.5 | |
| SCRUBBackbone=ViT2024.11 | 96.43 | |
| Residual Feature Alignment UnlearningBackbone=ViT2024.11 | 96.41 | |
| BadTBackbone=ViT2024.11 | 96.36 | |
| RetrainBackbone=ResNet182024.11 | 96.33 | |
| SCRUBBackbone=ResNet182024.11 | 96.07 | |
| Residual Feature Alignment UnlearningBackbone=ResNet182024.11 | 95.94 | |
| BadTBackbone=ResNet182024.11 | 95.77 | |
| FinetuneBackbone=ResNet182024.11 | 95.76 | |
| OriginalBackbone=ResNet182024.11 | 95.47 | |
| OriginalBackbone=ViT2024.11 | 95.34 | |
| NegGradBackbone=ResNet182024.11 | 81.87 | |
| NegGradBackbone=ViT2024.11 | 33.63 |