一作ACL 2026Findings· Findings of ACL
Seeing Beyond Words: M at VQA for Challenging Visual-Scientific Reasoning in Materials Science
Sifan Wu · Huan Zhang · Yizhan Li · Farshid Effaty · Hongyuan Mei · Amirreza Ataei · Bang Liu
摘要
The emergence of Multimodal Large Language Models (MLLMs) that integrate vision and language modalities has unlocked new potentials for scientific reasoning, outperforming prior benchmarks in both natural language and coding domains. Current materials science evaluation datasets such as MaScQA an...