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

Xu Cao, Tongxi Zhou, Yunsheng Ma, Wenqian Ye, Can Cui +6 more
2/9/2026

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@article{cao2026maplm,
  title  = {MAPLM: A Real-World Large-Scale Vision-Language Benchmark for Map and Traffic Scene Understanding},
  author = {Xu Cao and Tongxi Zhou and Yunsheng Ma and Wenqian Ye and Can Cui and Kun Tang and Zhipeng Cao and Kaizhao Liang and Ziran Wang and J. Rehg and Chao Zheng},
  year   = {2026},
  doi    = {10.1109/CVPR52733.2024.02061},
  url    = {https://doi.org/10.1109/CVPR52733.2024.02061},
  journal = {CVPR 2024 2024}
}

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