TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving

Benchmark Model Rank Results
autonomous-driving-on-carla-leaderboardTransFuser#5Driving Score: 61.181Route Completion: 86.694
autonomous-driving-on-carla-leaderboardTransFuser (Reproduced)#6Driving Score: 55.04Route Completion: 89.65Infraction penalty: 0.63
autonomous-driving-on-carla-leaderboardLatent TransFuser#8Driving Score: 45.20Route Completion: 66.31Infraction penalty: 0.72
carla-longest6-on-carlaTransFuser (TF)#11Driving Score: 47Route Completion: 93Infraction Score: 0.50
carla-longest6-on-carlaLatent TransFuser (LTF)#13Driving Score: 37Route Completion: 95Infraction Score: 0.38
carla-longest6-on-carlaGeometric Fusion (GF)#15Driving Score: 27Route Completion: 91Infraction Score: 0.30
carla-longest6-on-carlaLate Fusion (LF)#17Driving Score: 22Route Completion: 83Infraction Score: 0.27
navsim-on-opensceneTransFuser#9PDMS: 84.0
navsim-on-opensceneLatent TransFuser#10PDMS: 83.8