Trajectory-guided Control Prediction for End-to-end Autonomous Driving: A Simple yet Strong Baseline

Benchmark Model Rank Results
autonomous-driving-on-carla-leaderboardTCP#2Driving Score: 75.14Route Completion: 85.63Infraction penalty: 0.87
autonomous-driving-on-carla-leaderboardTCP (Reproduced)#7Driving Score: 47.91Route Completion: 65.73Infraction penalty: 0.77
bench2drive-on-bench2driveTCP-traj#10Driving Score: 59.90
bench2drive-on-bench2driveTCP-traj w/o distillation#12Driving Score: 49.30
bench2drive-on-bench2driveTCP#18Driving Score: 40.70
bench2drive-on-bench2driveTCP-ctrl#19Driving Score: 30.47
carla-longest6-on-carlaTrajectory-guided Control Prediction (TCP)#10Driving Score: 48Route Completion: 72Infraction Score: 0.65