Class Unlearning on CIFAR-100
0.4325Average GapSSD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SSDBackbone=ResNet182025.03 | 0.4325 | 0.0045 | 0.83 | |
| UNSIRBackbone=ResNet182025.03 | 0.405 | 0.0076 | 0.2 | |
| NegGrad+Backbone=ResNet182025.03 | 0.3725 | 0.0109 | 0.44 | |
| SCRUBBackbone=ResNet182025.03 | 0.3225 | 0.0064 | 0.55 | |
| BadTBackbone=ResNet182025.03 | 0.3 | 0.0079 | 0.26 | |
| RndLblBackbone=ResNet182025.03 | 0.2925 | 0.0103 | 0.45 | |
| SalUnBackbone=ResNet182025.03 | 0.285 | 0.0101 | 1.16 | |
| FinetuningBackbone=ResNet182025.03 | 0.2825 | 0.0101 | 0.43 | |
| LoTUSBackbone=ResNet182025.03 | 0.12 | 0.0025 | 0.23 | |
| Gold StdBackbone=ResNet182025.03 | 0 | 0 | 4 |