Shypd.aiThe largest open index of AI toolsDiffusionDrive is an AI agent tool that provides a truncated diffusion model for real-time end-to-end autonomous driving. It offers faster and more accurate performance than vanilla diffusion policies.
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DiffusionDrive is a cutting-edge AI agent tool that introduces a novel truncated diffusion model specifically designed for real-time end-to-end autonomous driving. This innovative approach significantly enhances performance, achieving a 10x reduction in diffusion denoising steps, 3.5 times higher PDMS on NAVSIM, and 64% higher mode diversity compared to traditional diffusion policies. Accepted as a CVPR 2025 Highlight, DiffusionDrive demonstrates record-breaking 88.1 PDMS on the NAVSIM benchmark with a ResNet-34 backbone, all while operating at a real-time speed of 45 FPS. It is highly flexible, allowing integration with onboard sensor data and existing perception modules, making it a robust solution for developing advanced autonomous driving systems.
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