2025
ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models
NeurIPS 2025poster
Chart understanding presents a unique challenge for large vision-language models (LVLMs), as it requires the integration of sophisticated textual and visual reasoning capabilities. However, current LVLMs exhibit a notable imbalance between these skills, falling short on visual reasoning that is diff…