ReVisual-R1: An Open-Source 7B Multimodal Large Language Model (MLLMs) that Achieves Long, Accurate and Thoughtful Reasoning
The Challenge of Multimodal Reasoning Recent breakthroughs in text-based language models, such as DeepSeek-R1, have demonstrated that RL can aid in developing strong reasoning skills. Motivated by this, researchers have attempted to apply the same RL techniques to MLLMs to enhance their ability to reason across both visual and textual inputs. However, these attempts haven’t…