CARLA Autonomous Driving Leaderboard (v1/v2)

Official CARLA Autonomous Driving Leaderboard evaluating end-to-end driving policies trained in simulation across diverse routes, weather, and traffic. Primary metric is Driving Score (DS = Route Completion × Infraction Penalty). Widely used as the de-facto sim-to-real/sim-to-sim benchmark for learned driving policies.