Computer activity tracking in TimeCamp provides insights into the applications and websites accessed by users during work hours. This feature is beneficial for comparing self-reported tasks with actual computer usage to ensure accuracy in time logging. Administrators and supervisors can use this data to monitor productivity and make informed decisions.