ResearchBenchmarksKnowledge Unlearning on RWKU (Neighbor Set)Knowledge Unlearning on RWKU (Neighbor Set)Follow95.6FB ScoreBefore48.860.9573.185.25Feb 21, 2026Evaluation resultsMethodMethodLinksFB ScoreQA ScoreAll ScoreBeforestate=original modelstate=original model2026.0295.685.390.7NPOadaptation=LoRAadaptation=LoRA2026.0291.382.286.7GAadaptation=LoRAadaptation=LoRA2026.0290.180.485.3DPOadaptation=LoRAadaptation=LoRA2026.029081.585.6RTadaptation=LoRAadaptation=LoRA2026.0287.374.181.9NEDSadaptation=LoRAadaptation=LoRA2026.0250.664.957.7