This repository collects, organizes, and benchmarks recent World Model papers focused on autonomous driving and robotics applications. It serves as a supplement to an arXiv survey and welcomes community contributions to keep the list comprehensive. Papers cover generative world models, 3D scene understanding, and future prediction for self-driving systems.