arXiv 2025 ยท preprint

Diagnosing visual reasoning: Challenges, insights, and a path forward

Figure: Diagnosing visual reasoning: Challenges, insights, and a path forward

Jing Bi, Guangyu Sun, Ali Vosoughi, Chen Chen, Chenliang Xu

A diagnosis of where multimodal models fail at visual reasoning, with directions for fixing it.

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A diagnosis of where multimodal models fail at visual reasoning, with directions for fixing it.

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