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<h2>π Background</h2>
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<p>Recent advances in <strong>Large Language Models (LLMs)</strong> have demonstrated transformative potential in <strong>healthcare</strong>, yet concerns remain around their reliability and clinical validity across diverse clinical tasks, specialties, and languages. To support timely and trustworthy evaluation, building upon our <a href="https://ai.nejm.org/doi/full/10.1056/AIra2400012">systematic review</a> of global clinical text resources, we introduce <a href="https://arxiv.org/abs/2504.19467">BRIDGE</a>, <strong>a multilingual benchmark that comprises 87 real-world clinical text tasks spanning nine languages and more than one million samples</strong>. Furthermore, we construct this leaderboard of LLM in clinical text understanding by systematically evaluating <strong>52 state-of-the-art LLMs</strong> (by 2025/04/28).</p>
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</div>
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<h2>π BRIDGE Leaderboard</h2>
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<p>BRIDGE features three leaderboards, each evaluating LLM performance in clinical text tasks under a distinct inference strategy:</p>
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<ul>
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<h2>π Background</h2>
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<p>Recent advances in <strong>Large Language Models (LLMs)</strong> have demonstrated transformative potential in <strong>healthcare</strong>, yet concerns remain around their reliability and clinical validity across diverse clinical tasks, specialties, and languages. To support timely and trustworthy evaluation, building upon our <a href="https://ai.nejm.org/doi/full/10.1056/AIra2400012">systematic review</a> of global clinical text resources, we introduce <a href="https://arxiv.org/abs/2504.19467">BRIDGE</a>, <strong>a multilingual benchmark that comprises 87 real-world clinical text tasks spanning nine languages and more than one million samples</strong>. Furthermore, we construct this leaderboard of LLM in clinical text understanding by systematically evaluating <strong>52 state-of-the-art LLMs</strong> (by 2025/04/28).</p>
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<div style="display: flex; align-items: center; justify-content: space-between; width: 100%; height: 150px;">
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<img
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src="https://cdn-uploads.huggingface.co/production/uploads/67a040fb6934f9aa1c866f99/j5tJ9xh3t6U1JlqGbKbrj.png"
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alt="HMS"
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style="width: 80%; height: 100%; object-fit: contain;"
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/>
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</div>
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<h2>π BRIDGE Leaderboard</h2>
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<p>BRIDGE features three leaderboards, each evaluating LLM performance in clinical text tasks under a distinct inference strategy:</p>
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<ul>
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