This review summarizes the research progress of the Agrobacterium-mediated genetic transformation of L. corniculatus, focusing on key procedures such as explant selection, strain selection, infection and co-cultivation regimes, basal medium composition, phytohormone regulation, as well as bacteria elimination and transformant screening strategies.