Planning-oriented Autonomous Driving

Benchmark Model Rank Results
bench2drive-on-bench2driveUniAD-Base#13Driving Score: 45.81
bench2drive-on-bench2driveUniAD-Tiny#17Driving Score: 40.73
navsim-on-opensceneUniAD#11PDMS: 83.4
trajectory-planning-on-nuscenesUniAD#3Collision-3s: 0.71L2-3s: 1.65Collision-1s: 0.05Collision-2s: 0.17
trajectory-planning-on-nuscenesST-P3 (Lidar)#4Collision-3s: 1.27L2-3s: 2.9Collision-1s: 0.23Collision-2s: 0.62