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OpenEMMA: Open-Source Multimodal Model for End-to-End Autonomous Driving

  • OpenEMMA is an open-source end-to-end framework based on Multimodal Large Language Models (MLLMs) for Autonomous Driving (AD).
  • OpenEMMA incorporates the Chain-of-Thought reasoning process and achieves significant improvements compared to the baseline.
  • It offers effectiveness, generalizability, and robustness across a variety of challenging driving scenarios.
  • The code for OpenEMMA is released on GitHub: https://github.com/taco-group/OpenEMMA.

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