Image Classification on CIFAR-10 Sample Unlearning (Dt)
98.74AccuracyRetrain
Evaluation results
| Method | Links | |
|---|---|---|
| RetrainBackbone=ViT2024.11 | 98.74 | |
| OriginalBackbone=ViT2024.11 | 98.7 | |
| BadTBackbone=ViT2024.11 | 98.7 | |
| Residual Feature Alignment UnlearningBackbone=ViT2024.11 | 98.68 | |
| SCRUBBackbone=ViT2024.11 | 98.55 | |
| FinetuneBackbone=ViT2024.11 | 98.45 | |
| NegGradBackbone=ViT2024.11 | 98.33 | |
| RetrainBackbone=ResNet182024.11 | 95.92 | |
| Residual Feature Alignment UnlearningBackbone=ResNet182024.11 | 95.84 | |
| OriginalBackbone=ResNet182024.11 | 95.83 | |
| NegGradBackbone=ResNet182024.11 | 95.7 | |
| FinetuneBackbone=ResNet182024.11 | 95.67 | |
| SCRUBBackbone=ResNet182024.11 | 95.67 | |
| BadTBackbone=ResNet182024.11 | 95.32 |