How Do LLMs and VLMs Understand Viewpoint Rotation Without Vision? An Interpretability Study

Table!! Unknown Figure 1 : For textual viewpoint rotation understanding, human can easily imagine the spatial scenario and achieve 100% accuracy, while LLMs and VLMs struggle to output the correct answer.