Machine Unlearning on MUSE-News (test)
58.302VerbMem Forgetting ScoreOriginal
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Original2025.09 | 58.302 | 63.879 | -99.148 | 55.4 | — | — | — | — | — | |
| Task VectorRuntime (min)=196.2832025.09 | 56.258 | 63.657 | 99.811 | 54.634 | 0 | 10.4 | 100 | 0 | 5 | |
| DOORRuntime (min)=435.5002025.09 | 52.383 | 59.307 | 99.895 | 44.575 | 6.9 | 10.3 | 81.6 | 0.18 | 2 | |
| GAGDRRuntime (min)=78.8382025.09 | 4.891 | 32.65 | 109.493 | 10.56 | 68.7 | 0.1 | 19.4 | 0.051 | 4 | |
| SAM+NPORuntime (min)=175.4332025.09 | 0 | 46.906 | 109.556 | 41.581 | 60.9 | 0 | 76.1 | 0 | 5 | |
| NPORuntime (min)=69.1672025.09 | 0 | 0 | 15.486 | 0 | 100 | 100 | 0 | 0 | 5 | |
| NPOGDRRuntime (min)=131.4612025.09 | 0 | 48.14 | 109.493 | 40.055 | 59.9 | 0.1 | 73.3 | 0.076 | 3 | |
| GARuntime (min)=67.7222025.09 | 0 | 0 | 18.588 | 0 | 100 | 96.7 | 0 | 0 | 5 | |
| PRISMRuntime (min)=184.9672025.09 | 0 | 45.505 | 82.564 | 43.553 | 62.1 | 28.7 | 79.7 | 0.522 | 1 |