The Classical Revival style Victorian building was commissioned by Charles F. Willoughby's Boston Cyclorama Company to house the Cyclorama of the Battle of Gettysburg, a 400-by-50 foot cyclorama painting of the Battle of Gettysburg.
When the Boston Flower Exchange bought the building in 1923, it added a new entrance and covered central dome with a skylight.