MAPLM: A Real-World Large-Scale Vision-Language Benchmark for Map and Traffic Scene Understanding

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Xu Cao Tong Zhou Yunsheng Ma Wenqian Ye Can Cui Kun Tang Zhipeng Cao Kaizhao Liang Ziran Wang James Rehg chao zheng

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Jan 28, 2026

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