What is the eating disorder characterized by compulsive overeating?

Binge eating is characterized by recurring episodes of consuming large quantities of food, often with a sense of loss of control during the act. Individuals with this eating disorder may eat rapidly and in secret, often feeling distressed about their behavior afterward. Unlike bulimia, which involves compensatory behaviors such as vomiting or excessive exercise, binge eating does not include these purging habits. This condition is recognized as a distinct psychological disorder and can lead to obesity and other health complications if not addressed.

Other options, such as bulimia, involve episodes of binge eating followed by purging, anorexia refers to restricting food intake and an intense fear of gaining weight, and fast food addiction isn't recognized as a formal eating disorder in clinical terms. Thus, binge eating is the most accurate answer for the specified condition.