Machine Unlearning on MUSE-Books Relearn 50%
90.974Forgetting Score (No VerbMem)RMU
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RMURelearn steps=100 steps2025.09 | 90.974 | 49.985 | 70.734 | |
| RMU-LATRelearn steps=100 steps2025.09 | 82.186 | 45.05 | 71.407 | |
| RMU-LATRelearn steps=50 steps2025.09 | 75.303 | 47.955 | 73.538 | |
| RMURelearn steps=50 steps2025.09 | 33.764 | 48.666 | 65.846 | |
| NPOGDRRelearn steps=100 steps2025.09 | 18.548 | 36.449 | 58.696 | |
| SAM+NPORelearn steps=100 steps2025.09 | 16.574 | 33.055 | 60.349 | |
| PRISMRelearn steps=100 steps2025.09 | 13.091 | 24.383 | 57.999 | |
| SAM+NPORelearn steps=50 steps2025.09 | 6.775 | 0 | 19.473 | |
| NPOGDRRelearn steps=50 steps2025.09 | 3.801 | 0 | 30.399 | |
| RMU-LATRelearn steps=Unlearn2025.09 | 0.979 | 5.983 | 46.412 | |
| PRISMRelearn steps=50 steps2025.09 | 0.811 | 0 | 24.901 | |
| RMURelearn steps=Unlearn2025.09 | 0.41 | 10.866 | 14.914 | |
| NPOGDRRelearn steps=Unlearn2025.09 | 0 | 0 | 30.291 | |
| SAM+NPORelearn steps=Unlearn2025.09 | 0 | 0 | 32.766 | |
| PRISMRelearn steps=Unlearn2025.09 | 0 | 0 | 49.616 |