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Zero Shot Learning On Medconceptsqa
Zero Shot Learning On Medconceptsqa
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이 벤치마크에서 각 모델의 성능 결과
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모델 이름
Accuracy
Paper Title
Repository
gpt-4-0125-preview
52.489
GPT-4 Technical Report
yikuan8/Clinical-Longformer
25.040
Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences
PharMolix/BioMedGPT-LM-7B
24.747
BioMedGPT: Open Multimodal Generative Pre-trained Transformer for BioMedicine
UFNLP/gatortron-medium
24.862
GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records
-
HuggingFaceH4/zephyr-7b-beta
25.538
Zephyr: Direct Distillation of LM Alignment
dmis-lab/meerkat-7b-v1.0
25.680
Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks
-
johnsnowlabs/JSL-MedMNX-7B
24.427
-
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meta-llama/Meta-Llama-3-8B-Instruct
25.840
LLaMA: Open and Efficient Foundation Language Models
BioMistral/BioMistral-7B-DARE
24.569
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains
epfl-llm/meditron-70b
25.360
MEDITRON-70B: Scaling Medical Pretraining for Large Language Models
gpt-3.5-turbo
37.058
Language Models are Few-Shot Learners
epfl-llm/meditron-7b
25.751
MEDITRON-70B: Scaling Medical Pretraining for Large Language Models
dmis-lab/biobert-v1.1
26.151
BioBERT: a pre-trained biomedical language representation model for biomedical text mining
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