@article{anopensourcemodularbenchmarkfordiffusion, title = {An Open-Source Modular Benchmark for Diffusion-Based Motion Planning in Closed-Loop Autonomous Driving}, author = {Yun Li and Simon Thompson and Yidu Zhang and Ehsan Javanmardi and Manabu Tsukada}, year = {2026}, eprint = {2603.01023}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.01023}, }