MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research

James Burgess; Jeffrey J. Nirschl; Laura Bravo-Sánchez; Alejandro Lozano; Sanket Rajan Gupte; Jesus G. Galaz-Montoya; Yuhui Zhang; Yuchang Su; Disha Bhowmik; Zachary Coman; Sarina M. Hasan; Alexandra Johannesson; William D. Leineweber; Malvika G. Nair; Ridhi Yarlagadda; Connor Zuraski; Wah Chiu; Sarah Cohen; Jan N. Hansen; Manuel D. Leonetti; Chad Liu; Emma Lundberg; Serena Yeung-Levy

doi:10.1109/cvpr52734.2025.01821

CVPR2025顶会

MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research

James Burgess, Jeffrey J. Nirschl, Laura Bravo-Sánchez, Alejandro Lozano, Sanket Rajan Gupte, Jesus G. Galaz-Montoya, Yuhui Zhang, Yuchang Su, Disha Bhowmik, Zachary Coman, Sarina M. Hasan, Alexandra Johannesson

arXiv DOI 出版方

2025年份

9顶会引用

摘要

eralization errors. These insights highlight the challenges in multimodal scientific reasoning, showing MicroVQA is a valuable resource advancing AI-driven biomedical research. MicroVQA is available here, project here.