Twenty of his poems were selected for "Gosen Wakashu" (the second of the Imperial anthologies of classical Waka poetry), and a collection of his poems titled "The Collected Poems of Imperial Prince Motoyoshi" was published later.
後撰和歌集に20首入集した他、『元良親王集』という歌集も後世になって作られている。