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HealthAgentBench Benchmark Suite Released to Test Frontier AI Agents on Realistic Medical WorkflowsHealthAgentBench基准发布：七大医疗任务场景评估前沿AI代理能力
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R7-research
- HealthAgentBench, a unified benchmark suite, was introduced to evaluate frontier AI agents on realistic healthcare workflows spanning seven distinct task categories.
- The benchmark incorporates diverse clinical data modalities including 2D chest X-rays, 3D CT volumes, gigapixel whole-slide pathology images, free-text clinical documents, and structured EHR data, executed in terminal environments using real clinical artifacts with minimal instructions.
- Tasks are evaluated against hidden gold labels to determine success, testing how well frontier AI agents can handle complex, multimodal medical workflows under constrained interaction conditions.
- HealthAgentBench是一套统一基准测试套件，用于评估前沿AI代理在真实医疗工作流中的表现，涵盖七个不同任务类别。
- 该基准包含多种临床数据模态，包括2D胸部X光、3D CT扫描、超高分辨率全切片病理图像、非结构化临床文本和结构化电子健康记录，在终端环境中使用真实临床数据执行，指导说明最少。
- 任务通过隐藏的金标签进行评估以确定成功率，测试前沿AI代理在受限交互条件下处理复杂多模态医疗工作流的能力。