Toward Physically Consistent Driving Video World Models under Challenging Trajectories

Jiawei Zhou, Zhenxin Zhu, Lingyi Du +10

Video generation models have shown strong potential as world models for autonomous driving simulation. However, existing approaches are primarily trained on real-world driving data…