Image Classification (Sample Unlearning) on CIFAR-10
0Activation Distance (Dr)NegGrad
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NegGradBackbone=ResNet182024.11 | 0 | 0.08 | 0.02 | |
| FinetuneBackbone=ResNet182024.11 | 0 | 0.07 | 0.03 | |
| BadTBackbone=ResNet182024.11 | 0 | 0.92 | 0.03 | |
| SCRUBBackbone=ResNet182024.11 | 0 | 0.08 | 0.03 | |
| Residual Feature AlignmentBackbone=ResNet182024.11 | 0 | 0.11 | 0.03 | |
| NegGradBackbone=ViT2024.11 | 0 | 0.04 | 0.02 | |
| FinetuneBackbone=ViT2024.11 | 0 | 0.01 | 0.02 | |
| BadTBackbone=ViT2024.11 | 0 | 0.04 | 0.01 | |
| SCRUBBackbone=ViT2024.11 | 0 | 0.01 | 0.01 | |
| Residual Feature AlignmentBackbone=ViT2024.11 | 0 | 0.03 | 0.01 |