Bariatric surgery is an important means to achieve weight loss in patients and improve obesity-related metabolic disorders. Evaluating the treatment compliance of patients after bariatric surgery can help medical and nursing staff develop personalized intervention plans. This paper summarizes the current status, assessment tools, and comparison of assessment tools of patient treatment compliance after bariatric surgery, providing a basis for medical and nursing staff to reasonably select treatment compliance assessment tools for patients after bariatric surgery.