Lifelong Unlearning on MLUBench Task D v1.0 (test)
0.96Forget QualityLUMoE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LUMoEBackbone=LLaVA-7B, Evaluation Stage=After Task D (D-UD)2026.06 | 0.96 | 0.91 | |
| GABackbone=LLaVA-7B, Evaluation Stage=After Task D (D-UD)2026.06 | 0.005 | 0.04 | |
| KLBackbone=LLaVA-7B, Evaluation Stage=After Task D (D-UD)2026.06 | 0 | 0 | |
| GDBackbone=LLaVA-7B, Evaluation Stage=After Task D (D-UD)2026.06 | 0 | 0 | |
| NPOBackbone=LLaVA-7B, Evaluation Stage=After Task D (D-UD)2026.06 | 0 | 0 |