A new benchmark covering all ICD-10 HPB disease categories shows that LLMs, including specialized medical models, perform far worse on real clinical cases than on exam-style questions.
A global assessment of recent trends in gastrointestinal cancer and lifestyle-associated risk factors.Cancer Communications, 41(11):1137–1151, 2021
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ClinBench-HPB: A Clinical Benchmark for Evaluating LLMs in Hepato-Pancreato-Biliary Diseases
A new benchmark covering all ICD-10 HPB disease categories shows that LLMs, including specialized medical models, perform far worse on real clinical cases than on exam-style questions.