Preprint
Oct 2026
Genesis: Visual Augmentation Primitives for Multimodal Chain-of-Thought Reasoning
Recent multimodal large language models achieve promising results on visual reasoning tasks, approaching human-level performance on existing STEM benchmarks. However, these capabilities degrade under complex real-world scenes. We identify that chain-of-thought reasoning remains largely confined to the linguistic space,...
Fan Yang, Li-Feng Chen, Yi-Pu Wang et al.
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