Residual symptoms often exist in patients with major depressive disorder, even after systematic treatment, and residual symptoms are high risk factors for recurrence of depression. As exercise therapy receives increasing attention in the field of depression treatment, it may be a new option in the treatment of residual symptoms of depression. This review summarizes the clinical status of residual symptoms of depression and the application of exercise therapy, and prospects the future research direction of exercise therapy in residual symptoms.