introvoyz041/OmniBrainBenchdataset
收藏Hugging Face2026-04-25 更新2026-05-03 收录
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https://hf-mirror.com/datasets/introvoyz041/OmniBrainBenchdataset
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资源简介：
我们介绍了OmniBrainBench，这是第一个专门设计用于评估多模态大语言模型在脑成像分析中多模态理解能力的综合性多模态视觉问答基准，包含封闭式和开放式评估。OmniBrainBench包含从30个已验证医学来源收集的15种不同脑成像模态，产生了9,527个经过验证的视觉问答对和31,706张图像。它模拟了临床工作流程，并涵盖了由专业放射科医生严格验证的15个多阶段临床任务。
we introduce OmniBrainBench, the first comprehensive multimodal VQA benchmark specifically designed to assess the multimodal comprehension capabilities of MLLMs in brain imaging analysis with closed- and open-ended evaluations. OmniBrainBench comprises 15 distinct brain imaging modalities collected from 30 verified medical sources, yielding 9,527 validated VQA pairs and 31,706 images. It simulates clinical workflows and encompasses 15 multi-stage clinical tasks rigorously validated by a professional radiologist.
提供机构：
introvoyz041
