Unlearning on CIFAR-10 Random Forget (50%)
100Unlearn AccBS
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BSAccess to DR=true, Backbone=ResNet-182025.12 | 100 | 100 | 94.62 | 0.4 | 6.77 | |
| GAAccess to DR=true, Backbone=ResNet-182025.12 | 99.94 | 99.95 | 94.36 | 0.62 | 6.64 | |
| SalUnAccess to DR=true, Backbone=ResNet-182025.12 | 95.69 | 97.26 | 91.55 | 11.27 | 3.06 | |
| FTAccess to DR=true, Backbone=ResNet-182025.12 | 94.24 | 95.22 | 91.21 | 12.1 | 3.06 | |
| AMUN + SalUnAccess to DR=true, Backbone=ResNet-182025.12 | 93.56 | 99.72 | 92.52 | 13.33 | 1.47 | |
| AMUNAccess to DR=true, Backbone=ResNet-182025.12 | 93.5 | 99.71 | 92.39 | 13.53 | 1.37 | |
| RLAccess to DR=true, Backbone=ResNet-182025.12 | 92.98 | 94.83 | 89.19 | 12.48 | 3.29 | |
| l1-SparseAccess to DR=true, Backbone=ResNet-182025.12 | 92.63 | 95.02 | 89.56 | 12.03 | 3.14 | |
| RetrainAccess to DR=true, Backbone=ResNet-182025.12 | 92.09 | 100 | 91.85 | 16.78 | 0 |