ResearchBenchmarksModel Editing on SanitationFollow0.2218LocalityAdaLoRA0.1518080.1699790.188150.206321Feb 9, 2026Evaluation ResultsMethodMethodLinksLocalityFluencyMemory RateAdaLoRA2026.020.22185.45720.284GSS2026.020.20155.57420.1191ROME2026.020.17835.49520.2859IKE2026.020.17516.00520.4229SERAC2026.020.17225.94310.3617MEND2026.020.1656.03150.3617MEMIT2026.020.1655.52510.1197Steering (Mean)2026.020.15455.71430.1632