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Yan-Lin Qi

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#artificial intelligence Preprint Sep 2026

EyeVQA: Benchmarking Ophthalmic Vision-Language Models from Recognition to Spatial Grounding

Vision-language models (VLMs) have shown increasing potential for medical image understanding, yet their capabilities in ophthalmic imaging remain insufficiently characterized. Existing ophthalmic datasets are typically designed for individual diseases or specialized tasks, making it difficult to systematically evaluat...

Gu-Jie Shao, Zi-Xun Xie, Xue-Chun Xing et al. · 0 citations

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