ResearchBenchmarksMachine Unlearning on WMDP Cyber (Forget acc., Forget CE, Retain CE)Follow-1.1Forget AccuracyGD-24.916-18.733-12.55-6.367Apr 12, 2026Evaluation ResultsMethodMethodLinksForget AccuracyForget Cross-Entropy (CE)Retain Cross-Entropy (CE)GDModel=GemmaModel=Gemma2026.04-1.135.51.9GDModel=LLaMAModel=LLaMA2026.04-1.45.21.1RMUModel=LLaMAModel=LLaMA2026.04-18.71.20LIRA*Model=GemmaModel=Gemma2026.04-21.25.40LIRA*Model=LLaMAModel=LLaMA2026.04-22.210.50RMUModel=GemmaModel=Gemma2026.04-241.70