Selective Unlearning on Lacuna-10
2.63Test ErrorFinetune
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FinetuneBackbone=ResNet, Application=Removing Biases (RB)2023.02 | 2.63 | 0 | 0 | |
| RetrainBackbone=ResNet, Application=Removing Biases (RB)2023.02 | 2.7 | 0 | 1 | |
| CF-kBackbone=ResNet, Application=Removing Biases (RB)2023.02 | 2.7 | 0 | 0 | |
| OriginalBackbone=ResNet, Application=Removing Biases (RB)2023.02 | 2.73 | 0 | 0 | |
| EU-kBackbone=ResNet, Application=Removing Biases (RB)2023.02 | 2.9 | 0 | 0 | |
| SCRUBBackbone=ResNet, Application=Removing Biases (RB)2023.02 | 3 | 0 | 4.67 | |
| FisherBackbone=ResNet, Application=Removing Biases (RB)2023.02 | 3.1 | 0 | 0 | |
| NegGrad+Backbone=ResNet, Application=Removing Biases (RB)2023.02 | 4.7 | 0.9 | 13 | |
| Bad-TBackbone=ResNet, Application=Removing Biases (RB)2023.02 | 7.3 | 3.26 | 0.33 |