Lifelong Unlearning on MLUBench Task D
96Forget QualityLUMoE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LUMoEUnlearning Stage=After Task D, Base Model=LLaVA-7B2026.06 | 96 | 91 | |
| LUMoEUnlearning Stage=After Task E, Base Model=LLaVA-7B2026.06 | 96 | 91 | |
| GAUnlearning Stage=After Task D, Base Model=LLaVA-7B2026.06 | 6 | 0 | |
| GAUnlearning Stage=After Task E, Base Model=LLaVA-7B2026.06 | 5 | 0 | |
| GDUnlearning Stage=After Task E, Base Model=LLaVA-7B2026.06 | 2 | 0 | |
| GDUnlearning Stage=After Task D, Base Model=LLaVA-7B2026.06 | 1 | 0 | |
| KLUnlearning Stage=After Task D, Base Model=LLaVA-7B2026.06 | 0 | 0 | |
| KLUnlearning Stage=After Task E, Base Model=LLaVA-7B2026.06 | 0 | 0 | |
| NPOUnlearning Stage=After Task D, Base Model=LLaVA-7B2026.06 | 0 | 0 | |
| NPOUnlearning Stage=After Task E, Base Model=LLaVA-7B2026.06 | 0 | 0 |