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Multimodal mathematical reasoning embedded in aerial vehicle imagery: Benchmarking, analysis, and exploration

Yue Zhou, Litong Feng, Mengcheng Lan, Xue Yang, Qingyun Li, Yiping Ke, Xue Jiang, Wayne Zhang

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Source: Crossref

Published: Dec 1, 2025

DOI: 10.1016/j.isprsjprs.2025.09.007

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Multimodal mathematical reasoning embedded in aerial vehicle imagery: Benchmarking, analysis, and exploration — Mathematical Frontier Network