| Towards Expert-Level Medical Question Answering with Large Language Models | ✓ Link | 0.723 | | Med-PaLM 2 (ER) | 2023-05-16 |
| Towards Expert-Level Medical Question Answering with Large Language Models | ✓ Link | 0.715 | | Med-PaLM 2 (CoT+SC) | 2023-05-16 |
| Towards Expert-Level Medical Question Answering with Large Language Models | ✓ Link | 0.713 | | Med-PaLM 2 (5-shot) | 2023-05-16 |
| Variational Open-Domain Question Answering | ✓ Link | 0.629 | 0.583 | VOD (BioLinkBERT) | 2022-09-23 |
| Can large language models reason about medical questions? | ✓ Link | 0.627 | 0.597 | Codex 5-shot CoT | 2022-07-17 |
| BioMedGPT: Open Multimodal Generative Pre-trained Transformer for BioMedicine | ✓ Link | 0.514 | | BioMedGPT-10B | 2023-08-18 |
| MedMCQA : A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question Answering | ✓ Link | 0.41 | 0.40 | PubmedBERT(Gu et al., 2022) | 2022-03-27 |
| MedMCQA : A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question Answering | ✓ Link | 0.39 | 0.39 | SciBERT (Beltagy et al., 2019) | 2022-03-27 |
| MedMCQA : A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question Answering | ✓ Link | 0.37 | 0.38 | BioBERT (Lee et al.,2020) | 2022-03-27 |
| MedMCQA : A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question Answering | ✓ Link | 0.33 | 0.35 | BERT (Devlin et al., 2019)-Base | 2022-03-27 |
| MEDITRON-70B: Scaling Medical Pretraining for Large Language Models | ✓ Link | | 66.0 | Meditron-70B (CoT + SC) | 2023-11-27 |
| Large Language Models Encode Clinical Knowledge | ✓ Link | | 0.576 | Flan-PaLM (540B, SC) | 2022-12-26 |
| Large Language Models Encode Clinical Knowledge | ✓ Link | | 0.565 | Flan-PaLM (540B, Few-shot) | 2022-12-26 |
| Large Language Models Encode Clinical Knowledge | ✓ Link | | 0.545 | PaLM (540B, Few-shot) | 2022-12-26 |
| Large Language Models Encode Clinical Knowledge | ✓ Link | | 0.536 | Flan-PaLM (540B, CoT) | 2022-12-26 |
| Galactica: A Large Language Model for Science | ✓ Link | | 0.529 | GAL 120B (zero-shot) | 2022-11-16 |
| Large Language Models Encode Clinical Knowledge | ✓ Link | | 0.462 | Flan-PaLM (62B, Few-shot) | 2022-12-26 |
| Large Language Models Encode Clinical Knowledge | ✓ Link | | 0.434 | PaLM (62B, Few-shot) | 2022-12-26 |
| Large Language Models Encode Clinical Knowledge | ✓ Link | | 0.345 | Flan-PaLM (8B, Few-shot) | 2022-12-26 |
| Galactica: A Large Language Model for Science | ✓ Link | | 0.325 | BLOOM (few-shot, k=5) | 2022-11-16 |
| Galactica: A Large Language Model for Science | ✓ Link | | 0.296 | OPT (few-shot, k=5) | 2022-11-16 |
| Large Language Models Encode Clinical Knowledge | ✓ Link | | 0.267 | PaLM (8B, Few-shot) | 2022-12-26 |