ResearchBenchmarksKnowledge Unlearning on RWKU MIA SetKnowledge Unlearning on RWKU MIA SetFollow228FMDPO223.944224.997226.05227.103Feb 21, 2026Evaluation resultsMethodMethodLinksFMRMDPOadaptation=LoRAadaptation=LoRA2026.02228231.2Beforestate=original modelstate=original model2026.02226.7230.4RTadaptation=LoRAadaptation=LoRA2026.02226223.9NPOadaptation=LoRAadaptation=LoRA2026.02225.1227NEDSadaptation=LoRAadaptation=LoRA2026.02225221GAadaptation=LoRAadaptation=LoRA2026.02224.1221.6