trans 4dcomplex 4D scene synthesis and facilitates geometry-aware 4D scene transitions. Even if the 4D scene contains complex interactions or snificant deformation among multiple objects,Recent advances in diffusion models have demonstrated exceptional capabilities in image and video generation, further improving the effectiveness of 4D synthesis. Existing 4D generation