Xianqi Yang

Toward Benchmarking and Assessing the Safety and Robustness of Autonomous Driving on Safety-Critical Scenarios

Autonomous driving has made significant progress in both academia and industry, including performance improvements in perception tasks and the development of end-to-end autonomous driving systems. However, the safety and robustness assessment of autonomous driving has not received sufficient attention. Current evaluati...