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UAVBench is a vision-language benchmark designed to assess the image-level and region-level understanding and reasoning capabilities of multimodal large language models on low-altitude UAV imagery. The benchmark and associated instruction-tuning data were released by author ZhanYang-nwpu on Hugging Face in May 2025. This is an ongoing project with evaluation code and tutorials announced as forthcoming.
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