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الرئيسية
SOTA
الإجابة على الأسئلة
Question Answering On Medqa Usmle
Question Answering On Medqa Usmle
المقاييس
Accuracy
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
Columns
اسم النموذج
Accuracy
Paper Title
Repository
Flan-PaLM (540 B)
67.6
Large Language Models Encode Clinical Knowledge
-
Meditron-70B (CoT + SC)
70.2
MEDITRON-70B: Scaling Medical Pretraining for Large Language Models
GAL 120B (zero-shot)
44.4
Galactica: A Large Language Model for Science
Med-Gemini
91.1
Capabilities of Gemini Models in Medicine
-
VOD (BioLinkBERT)
55.0
Variational Open-Domain Question Answering
Shakti-LLM (2.5B)
60.3
SHAKTI: A 2.5 Billion Parameter Small Language Model Optimized for Edge AI and Low-Resource Environments
-
Med-PaLM 2 (5-shot)
79.7
Towards Expert-Level Medical Question Answering with Large Language Models
GrapeQA: PEGA
39.51
GrapeQA: GRaph Augmentation and Pruning to Enhance Question-Answering
-
BioLinkBERT (base)
40.0
LinkBERT: Pretraining Language Models with Document Links
DRAGON + BioLinkBERT
47.5
Deep Bidirectional Language-Knowledge Graph Pretraining
LLAMA-2 (70B)
59.2
MEDITRON-70B: Scaling Medical Pretraining for Large Language Models
Med-PaLM 2 (CoT + SC)
83.7
Towards Expert-Level Medical Question Answering with Large Language Models
GPT-4
90.2
Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine
MedMobile (3.8B)
75.7
MedMobile: A mobile-sized language model with expert-level clinical capabilities
-
Med-PaLM 2
85.4
Towards Expert-Level Medical Question Answering with Large Language Models
BioLinkBERT (340 M)
45.1
Large Language Models Encode Clinical Knowledge
-
OPT (few-shot, k=5)
22.8
Galactica: A Large Language Model for Science
Meerkat-7B (Single)
70.6
Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks
-
PubMedGPT (2.7 B)
50.3
Large Language Models Encode Clinical Knowledge
-
BioBERT (large)
36.7
BioBERT: a pre-trained biomedical language representation model for biomedical text mining
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