Machine Unlearning on WMDP bio (Accuracy)
48.9AccuracyOriginal
Evaluation Results
| Method | Links | |
|---|---|---|
| OriginalBackbone=Llama2-7b2025.09 | 48.9 | |
| Task VectorBackbone=Llama2-7b, Runtime (min)=371.8672025.09 | 48.3 | |
| DOORBackbone=Llama2-7b, Runtime (min)=109.2302025.09 | 41.4 | |
| NPOGDRBackbone=Llama2-7b, Runtime (min)=155.6332025.09 | 35.6 | |
| SAM+NPOBackbone=Llama2-7b, Runtime (min)=75.5002025.09 | 34.4 | |
| GAGDRBackbone=Llama2-7b, Runtime (min)=122.0332025.09 | 25.6 | |
| GABackbone=Llama2-7b, Runtime (min)=205.6332025.09 | 25.2 | |
| PRISMBackbone=Llama2-7b, Runtime (min)=40.1172025.09 | 25.1 | |
| NPOBackbone=Llama2-7b, Runtime (min)=215.9332025.09 | 24.7 |