S1-MMAlign: A Large-Scale, Multi-Disciplinary Dataset for Scientific Figure-Text Understanding. - He Wang; Longteng Guo; Pengkang Huo; Xuanxu Lin; Yichen Yuan; Jie Jiang 016; Jing Liu 001 (CoRR, 2026)

SciVQR: A Multidisciplinary Multimodal Benchmark for Advanced Scientific Reasoning Evaluation. - Longteng Guo; Xuanxu Lin; Dongze Hao; Tongtian Yue; Pengkang Huo; Jiatong Ma; Yuchen Liu; Jing Liu (CoRR, 2026)