MSEarth: A Multimodal Benchmark for Earth Science Phenomenon Discovery with MLLMs

2026 Open access

Read full text
Authors: Xiangyu Zhao, Wanghan Xu, Bo Liu, Yuhao Zhou, Fenghua Ling, Ben Fei, Xiaoyu Yue, Lei Bai, Wenlong Zhang, Xiao-Ming Wu
DOI: 10.18653/v1/2026.acl-long.239
Cited by: 0

Abstract

Xiangyu Zhao, Wanghan Xu, Bo Liu, Yuhao Zhou, Fenghua Ling, Ben Fei, Xiaoyu Yue, Lei Bai, Wenlong Zhang, Xiao-Ming Wu. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Fields of Study & Subjects

Semantic Web and Ontologies Seismology and Earthquake Studies Educational Tools and Methods

Publication details

Pages
5270–5301
Publication date
1 January 2026
Language
EN