Kungliga Vitterhets Historie och Antikvitets Akademien
Steen was a member of the Norwegian Academy of Science and Letters from 1937 and of the Royal Swedish Academy of Letters, History and Antiquities from 1948. He received his honorary doctorate at the University of Aarhus in 1954. He was decorated Commander of the Order of St. Olav in 1965.