Before revision:  We also show how our framework can jointly generate static and animated 3D scene efficiently. We modify CLEVR to generate a large, scalable dataset - Integrated static and animated 3D  scene (Iscene).
After revision:  We also show how our framework can jointly generate static and animated scene descriptions, respectively. We achieve 98.427\% accuracy on test data set in detecting the 3D scene (Iscene).