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  • Wuhan University of Technology

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  1. rubric-to-map rubric-to-map Public

    Rubric-to-Map Framework for VLM Auditing, Semantic Calibration, and Point-Level Urban Perception Mapping from Street-View Imagery (Wuhan Tiandi case study).

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  2. grace-mllm-urban-perception grace-mllm-urban-perception Public

    Rubric-guided MLLM scoring and GRACE calibration for locally grounded streetscape perception.

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