SketchThinker-R1: Towards Efficient Sketch-Style Reasoning in Large Multimodal Models

Ruiyang Zhang, Dongzhan Zhou, Zhedong Zheng

Despite the empirical success of extensive, step-by-step reasoning in large multimodal models, long reasoning processes inevitably incur substantial computational overhead, i.e., i…