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VESTA: Visual Exploration with Statistical Tool Agents

arXiv cs.AI · 2026-06-02 Cached

This paper introduces VESTA, a framework that equips vision-language models with dynamically growing toolkits for data exploration and statistical model refinement, outperforming prior agent-based methods on complex scientific modeling tasks. The authors also present Dawn, a benchmark for distribution fitting and time series modeling, including real-world astronomy challenges.

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