Hibbertia malleolacea was first formally described in 2010 by Hellmut R. Toelken in the Journal of the Adelaide Botanic Gardens from specimens collected near Jabiru in 1980. The specific epithet (malleolacea) means "like a mallet", referring to the shape of the peduncle.
