A Appendix

In table 1, we report the performance on each category. DeepInteraction performs the best among all the competitors across the most of object categories. This improves the safety and reliability of autonomous driving. This raises a need for improving the system efficiency to be resolved in the future. We will explore how to generate initial queries from both modalities ( i.e., Finally, our current model design does not take into account model efficiency.