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SotA/Methodology/Zero-Shot Learning/MedConceptsQA

Zero-Shot Learning on MedConceptsQA

Metric: Accuracy (higher is better)

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#Model↕Accuracy▼AugmentationsPaperDate↕Code
1gpt-4-0125-preview52.489NoGPT-4 Technical Report2023-03-15Code
2gpt-3.5-turbo37.058NoLanguage Models are Few-Shot Learners2020-05-28Code
3dmis-lab/biobert-v1.126.151NoBioBERT: a pre-trained biomedical language repre...2019-01-25Code
4meta-llama/Meta-Llama-3-8B-Instruct25.84NoLLaMA: Open and Efficient Foundation Language Mo...2023-02-27Code
5epfl-llm/meditron-7b25.751NoMEDITRON-70B: Scaling Medical Pretraining for La...2023-11-27Code
6dmis-lab/meerkat-7b-v1.025.68NoSmall Language Models Learn Enhanced Reasoning S...2024-03-30-
7HuggingFaceH4/zephyr-7b-beta25.538NoZephyr: Direct Distillation of LM Alignment2023-10-25Code
8epfl-llm/meditron-70b25.36NoMEDITRON-70B: Scaling Medical Pretraining for La...2023-11-27Code
9yikuan8/Clinical-Longformer25.04NoClinical-Longformer and Clinical-BigBird: Transf...2022-01-27Code
10UFNLP/gatortron-medium24.862NoGatorTron: A Large Clinical Language Model to Un...2022-02-02-
11PharMolix/BioMedGPT-LM-7B24.747NoBioMedGPT: Open Multimodal Generative Pre-traine...2023-08-18Code
12BioMistral/BioMistral-7B-DARE24.569NoBioMistral: A Collection of Open-Source Pretrain...2024-02-15Code
13johnsnowlabs/JSL-MedMNX-7B24.427No---