ResearchBenchmarksKnowledge Editing on CounterFact LLaMA2-7BFollow100Accuracy (Acc)ROME42.857.6572.587.35Mar 21, 2026Evaluation ResultsMethodMethodLinksAccuracy (Acc)Generality (Gen)Specificity (Spec)Disentanglement Index (DI)Disentanglement Index (DII)Average Score (Avg)ROMELyrs=5Lyrs=52026.03100819134163MEMITLyrs=4–8Lyrs=4–82026.031008394125469IKE2026.0310089340546MEGALyrs=13–31, PCA=512Lyrs=13–31, PCA=5122026.039991891009795SAKELyrs=31Lyrs=312026.03988384929691FTLyrs=21Lyrs=212026.0345434416640