@inproceedings{ding-etal-2026-decoding,
    title = "Decoding Scientific Experimental Images: The {SPUR} Benchmark for Perception, Understanding, and Reasoning",
    author = "Ding, Junpeng  and
      Tang, Zichen  and
      E, Haihong  and
      Ji, Mengyuan  and
      Liu, Yang  and
      Tian, Haolin  and
      Sun, Haiyang  and
      Sun, Pengqi  and
      Xu, Yang  and
      Liu, Yichen  and
      Gao, Haocheng  and
      Xi, Zijie  and
      Jiang, Ruomeng  and
      Zhao, Peizhi  and
      Li, Rongjin  and
      Li, Yuanze  and
      Liu, Jiacheng  and
      Yang, Zhongjun  and
      Chen, Jintong  and
      Lin, Siying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.585/",
    pages = "12859--12882",
    ISBN = "979-8-89176-390-6"
}