Junqi Liu
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126
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2026
AutoMedBench: Towards Medical AutoResearch with Agentic AI Models
The paper introduces AutoMedBench, a novel workflow-aware benchmark that evaluates autonomous medical-AI agents across a five-stage research process, revealing that agents struggle most with validation and submission.
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Papers
cs.AIRecentJun 1, 2026
AutoMedBench: Towards Medical AutoResearch with Agentic AI Models
Junqi Liu, Salena Song, Yuhan Wang, Jiawei Mao +11 more
The paper introduces AutoMedBench, a novel workflow-aware benchmark that evaluates autonomous medical-AI agents across a five-stage research process, revealing that agents struggle most with validatio…
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