Preprint Open access
Reliability Stress Tests and Decision-Time Routing for Chest X-ray Vision-Language Models
Medical vision-language model (VLM) evaluation is sensitive to workflow design, prompting strategy, and benchmark construction, yet most studies treat these factors in isolation. We introduce a reliability stress test for chest X-ray interpretation built on two balanced datasets (a private report-backed set and a curat …