Machine Unlearning on Dolly-15k Mistral-7B variant (OOD)
27.7OOD ASRFisher Unlearn
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Fisher UnlearnBackbone=Mistral-7B, Unlearning Category=Approximate unlearning methods2025.12 | 27.7 | 5.67 | |
| Retain OnlyBackbone=Mistral-7B, Unlearning Category=Approximate unlearning methods2025.12 | 27.3 | 4.67 | |
| Base (Poisoned)Backbone=Mistral-7B, Unlearning Category=Approximate unlearning methods2025.12 | 26 | 3 | |
| LoReUnBackbone=Mistral-7B, Unlearning Category=Approximate unlearning methods2025.12 | 18.8 | 3 | |
| GA UnlearnBackbone=Mistral-7B, Unlearning Category=Approximate unlearning methods2025.12 | 18.6 | 3.33 | |
| RapidUnBackbone=Mistral-7B, Unlearning Category=Approximate unlearning methods2025.12 | 11.8 | 1.33 | |
| Retrain (reference)Backbone=Mistral-7B, Unlearning Category=Reference2025.12 | 3.82 | — |