AI RESEARCH

RxEval: A Prescription-Level Benchmark for Evaluating LLM Medication Recommendation

arXiv CS.LG

ArXi:2605.14543v1 Announce Type: new Inpatient medication recommendation requires clinicians to repeatedly select specific medications, doses, and routes as a patient's condition evolves. Existing benchmarks formulate this task as admission-level prediction over coarse drug codes with multi-hot diagnostic and procedure code inputs, failing to capture the per-timepoint, information-rich nature of real prescribing.