VESTA: Visual Exploration with Statistical Tool Agents

In three linesVESTA is a statistical agent framework equipping VLMs with a dynamically growing exploration toolkit for quantitative model refinement. Evaluated on DAWN (benchmark for distribution fitting and time series modeling), VESTA outperforms prior agentic systems, especially on complex astronomy tasks (initial mass functions, gravitational-wave chirp signals).

Summary generated by Claude — human-verified