Author name: Dikshant Kukreja, Kshitij Sah, Karan Goyal, Mukesh Mohania, Vikram Goyal

arXiv:2604.09691v1 Announce Type: new
Abstract: Educational diagrams — labeled illustrations of biological processes, chemical structures, physical systems, and mathematical concepts — are essential cognitive tools in K-12 instruction. Yet no existi…

arXiv:2604.06250v1 Announce Type: cross
Abstract: When asked to describe a molecular diagram, a Vision-Language Model correctly identifies “a benzene ring with an -OH group.” When asked to reason about the same image, it answers incorrectly. The mod…