DiffusionDrive
A truncated diffusion model for real-time end-to-end autonomous driving.
CommonProductProductivityAutonomous DrivingEnd-to-End
DiffusionDrive is a truncated diffusion model designed for real-time end-to-end autonomous driving. It accelerates computation speed by reducing diffusion denoising steps while maintaining high accuracy and variability. The model learns directly from human demonstrations, enabling real-time driving decisions without complex preprocessing or postprocessing steps. DiffusionDrive achieved a groundbreaking result of 88.1 PDMS on the NAVSIM benchmark and can operate at 45 FPS.
DiffusionDrive Visit Over Time
Monthly Visits
515580771
Bounce Rate
37.20%
Page per Visit
5.8
Visit Duration
00:06:42