GenAD: How to evaluate the performance of autonomous driving?

When evaluating the performance of autonomous driving, the GenAD project focuses on two aspects: the L2 loss of the trajectory of the ego vehicle and the collision ratio. These two indicators can effectively reflect the accuracy and safety of the autonomous driving system. By continuously optimizing these two indicators, the project is committed to improving the overall performance of the autonomous driving system.