Class Unlearning on CIFAR-10 (Dr, Df, Drt, Dft Metrics)
2.76DrNegGrad
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| NegGradBackbone=ResNet182024.11 | 2.76 | 3.45 | 2.29 | 2.42 | |
| RetrainBackbone=ResNet182024.11 | 1.92 | 1.92 | 1.96 | 1.88 | |
| Residual Feature AlignmentBackbone=ResNet182024.11 | 1.52 | 1.63 | 1.49 | 1.7 | |
| SCRUBBackbone=ResNet182024.11 | 1.42 | 1.25 | 1.21 | 1.23 | |
| BadTBackbone=ResNet182024.11 | 0.85 | 1.04 | 0.83 | 0.92 | |
| FinetuneBackbone=ResNet182024.11 | 0.81 | 0.89 | 0.81 | 0.85 |