Preprint Open access
VisAudit: Evaluating Multimodal Agents for Visual Diagnosis and Repair
Multimodal agents are increasingly used for data visualization tasks but remain limited in autonomous review. Unlike humans, they may fail to recognize when a visualization is incorrect, determine what to change, repair it without disrupting correct content, and verify whether the intervention succeeded. Existing bench …