Preprint Open access
MedBenchAgent: Towards Systematic Automation of Medical VLM Benchmark Construction
Large-scale construction of medical vision-language model (VLM) benchmarks is increasingly feasible with richly annotated imaging datasets and large language models (LLMs), yet existing automation largely focuses on generating evaluation items within predefined benchmark specifications. We study the broader problem of …