Research has been conducted on the effects of exercise interventions on cognitive frailty in older adults, exploring outcomes and biological mechanisms. Various studies have investigated the impact of different types of exercise, including oral exercise, physical-activity-based physiotherapy, and mind-body exercise, on physical and cognitive health in older adults. The findings of these studies suggest that exercise may have therapeutic effects on cognitive frailty, although the specific outcomes and mechanisms are still being researched.