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ResearchFormerly WizWand

Medical Data and Knowledge Processing on EHRStruct eICU

95D-U1 AccuracyGemini 1.0 Pro
-2.7622.624873.38Nov 11, 2025
Updated 7mo ago

Evaluation results

MethodLinks
Gemini 1.0 Prosetting=zero-shot (eICU), Model Category=General LLMs2025.119584954736975353.261.160.362.1
DeepSeek-V2.5setting=zero-shot (eICU), Model Category=General LLMs2025.117241184714445253.2———
DeepSeek-V3setting=zero-shot (eICU), Model Category=General LLMs2025.117241861127259—52.8——
GPT-4osetting=zero-shot (eICU), Model Category=General LLMs2025.116252526736961150.763.35661.4
Gemini 1.5 Prosetting=zero-shot (eICU), Model Category=General LLMs2025.1153273763257415——56.1—
GPT-3.5 Turbosetting=zero-shot (eICU), Model Category=General LLMs2025.113656362213—52.955.855.8
Gemini 1.5 Flashsetting=zero-shot (eICU), Model Category=General LLMs2025.1134393583245945—57.657.259.9
Qwen-32Bsetting=zero-shot (eICU), Model Category=General LLMs2025.1125252426154710—58.351—
Apollosetting=zero-shot (eICU), Model Category=Medical LLMs2025.1121—52412—————
Med42-70Bsetting=zero-shot (eICU), Model Category=Medical LLMs2025.1120—112522—————
JMLRsetting=zero-shot (eICU), Model Category=Medical LLMs2025.1117—211—2—————
CancerLLMsetting=zero-shot (eICU), Model Category=Medical LLMs2025.1116—102723—————
Qwen-72Bsetting=zero-shot (eICU), Model Category=General LLMs2025.111562748204129———52.2
MedAlpaca-13Bsetting=zero-shot (eICU), Model Category=Medical LLMs2025.1111——10—1—————
HEALsetting=zero-shot (eICU), Model Category=Medical LLMs2025.1110——7———————
PMC-LLaMA-13Bsetting=zero-shot (eICU), Model Category=Medical LLMs2025.1110——1211—————
Qwen-14Bsetting=zero-shot (eICU), Model Category=General LLMs2025.11430191711164————
Meditron-7Bsetting=zero-shot (eICU), Model Category=Medical LLMs2025.113——113——————
Huatuosetting=zero-shot (eICU), Model Category=Medical LLMs2025.112——————————
Qwen-7Bsetting=zero-shot (eICU), Model Category=General LLMs2025.11174241——————