The Cape Barren goose was first described by English ornithologist John Latham in 1801 under the current binomial name [REF].
The smaller population of Cape Barren goose in Western Australia is described as a subspecies, Cereopsis novaehollandiae grisea, and named for the group of islands known as the Recherche Archipelago.