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

Year: 2026

Type: conference-paper

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.

Source: Proceedings of the conference - Association for Computational Linguistics. Meeting

DOI: 10.18653/v1/2026.acl-long.239

Authors: Xiangyu Zhao, Wanghan Xu, Bo Liu, Yuhao Zhou, Fenghua Ling, Ben Fei, Xiaoyu Yue, Lei Bai, Wenlong Zhang, Xiao-Ming Wu

Institutions: Hong Kong Polytechnic University, Shanghai Artificial Intelligence Laboratory, Shanghai Jiao Tong University, Chinese University of Hong Kong

Language: English

Topic: Multimodal Machine Learning Applications

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funder: Hong Kong Polytechnic University

OpenAlex ID: W4415036209

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