SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification

Chengye Wang, Yifei Shen, Zexi Kuang, Arman Cohan, Yilun Zhao

ACL 2025 Main

SciVer benchmarks foundation models on 3,000 expert-annotated claims grounded in scientific text, charts, and tables.