R. James admired Oliphant's supernatural fiction, concluding that "the religious ghost story, as it may be called, was never done better than by Mrs. Oliphant in "The Open Door" and "A Beleaguered City"".Mary Butts lauded Oliphant's ghost story "The Library Window", describing it as "one masterpiece of sober loveliness".