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hanjang/MedLayBench-V

MedLayBench-V A Large-Scale Benchmark for Expert-Lay Semantic Alignment in Medical Vision Language Models ๐Ÿ“„ Paper | ๐Ÿ’ป Code | ๐ŸŒ Project Page ACL 2026 Findings (Oral Presentation) Dataset Description MedLayBench-V is the first large-scale multimodal benchmark providing paired expert and layman captions for medical images. Built on ROCOv2, it contains 79,793 image-text pairs across 7 imaging modalities, each with both a clinical expert caption and aโ€ฆ See the full description on the dataset page: https://huggingface.co/datasets/hanjang/MedLayBench-V.

Author / organizationhanjang
License (as declared)cc-by-4.0
Downloads287 (as reported by Hugging Face)
Likes1
Created7 April 2026
Last updated at source8 April 2026
medicalradiologytext-simplificationvision-languageexpert-lay-alignmentUMLS
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  • 16 Oct 2026 Description: MedLayBench-V A Large-Scale Benchmark for Expert-Lay Semantic Alignment in Medical Vision Language Models ๐Ÿ“„ Paper | ๐Ÿ’ป Code | ๐ŸŒ Project Page ACL 2026 Findings (Oral Presentation) Dataset Description MedLayBench-V is the first large-scale โ†’ MedLayBench-V A Large-Scale Benchmark for Expert-Lay Semantic Alignment in Medical Vision Language Models ๐Ÿ“„ Paper | ๐Ÿ’ป Code | ๐ŸŒ Project Page ACL 2026 Findings (Oral Presentation) Dataset Description MedLayBench-V is the first large-scale

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