During the 1864 Atlanta Campaign, Stevenson's division was positioned in the Crow Valley during the Battle of Rocky Face Ridge. It was assigned to John Bell Hood's corps and fought at Resaca; New Hope Church; Kolb's Farm; Kennesaw Mountain; and the Battle of Atlanta. When General Hood was elevated to command of the army, Stevenson temporarily assumed command of Hood's corps, until replaced by Cheatham.