作者位次 #3/6ACL 2026Poster· Natural Language Processing
Inflated Excellence or True Performance? Rethinking Medical Diagnostic Benchmarks with Dynamic Evaluation
Xiangxu Zhang · Lei Li · Yanyun Zhou · Xiao Zhou · Yingying Zhang · Xian Wu
摘要
Medical diagnostics is a high-stakes and complex domain that is critical to patient care. However, current evaluations of large language models (LLMs) remain limited in capturing key challenges of clinical diagnostic scenarios. Most rely on benchmarks derived from public exams, raising contaminat...