ResearchBenchmarksKnowledge Editing on CounterFact 15000 (test)Follow91.22EfficacyEAMET76.909680.624884.3488.0552May 17, 2025Evaluation ResultsMethodMethodLinksEfficacyGeneralitySpecificityFluency ScoreEAMETModel=LLaMA3-8BModel=LLaMA3-8B2025.0591.2262.2473.43531.76EAMETModel=Falcon-7BModel=Falcon-7B2025.0589.556168.44516.91MEMITModel=LLaMA3-8BModel=LLaMA3-8B2025.0587.5854.7672.65514.07MEMITModel=Falcon-7BModel=Falcon-7B2025.0584.656.1375.51513.82EAMETModel=Qwen2.5-7BModel=Qwen2.5-7B2025.0583.6655.3169.49528.28MEMITModel=Qwen2.5-7BModel=Qwen2.5-7B2025.0577.4654.3466.23514.81