OpenURB benchmarks mixed traffic where human-driven vehicles optimize individual travel time while AVs collaborate to minimize group travel time under dynamic population shifts. Leaderboards below compare algorithms across environment configurations, different tasks, and traffic networks using benchmark KPIs.