R2MED/MedXpertQA-Exam

Dataset

stars

commits

linked in READMEs

May 21, 2025

updated

medical-retrieval

Browse cluster: Medical NLP and Biomedical Information Retrieval →

README

🔭 Overview

R2MED: First Reasoning-Driven Medical Retrieval Benchmark

R2MED is a high-quality, high-resolution synthetic information retrieval (IR) dataset designed for medical scenarios. It contains 876 queries with three retrieval tasks, five medical scenarios, and twelve body systems.

Dataset	#Q	#D	Avg. Pos	Q-Len	D-Len
Biology	103	57359	3.6	115.2	83.6
Bioinformatics	77	47473	2.9	273.8	150.5
Medical Sciences	88	34810	2.8	107.1	122.7
MedXpertQA-Exam	97	61379	3.0	233.2	154.9
MedQA-Diag	118	56250	4.4	167.8	179.7
PMC-Treatment	150	28954	2.1	449.3	149.3
PMC-Clinical	114	60406	2.2	182.8	480.4
IIYi-Clinical	129	10449	3.5	602.3	1273.0

🏆 Leaderboard

You could check out the results at Leaderboard.

🔗 GitHub

Github link R2MED

🏠 Homepage

Homepage link R2MED

📄 Paper

Paper link arXiv

Contributors

GriffinLei

4 commits

Similar repos

R2MED/Medical-Sciences

R2MED/MedQA-Diag

R2MED/Biology

R2MED/PMC-Clinical

R2MED/Bioinformatics

R2MED/PMC-Treatment

R2MED/IIYi-Clinical

R2MED/R2MED

A Benchmark for Reasoning-Driven Retrieval in Medicine

Linked in READMEs

R2MED/R2MED

A Benchmark for Reasoning-Driven Retrieval in Medicine

README badge

R2MED/MedXpertQA-Exam

Dataset

stars

commits

linked in READMEs

May 21, 2025

updated

medical-retrieval

Browse cluster: Medical NLP and Biomedical Information Retrieval →

README

🔭 Overview

R2MED: First Reasoning-Driven Medical Retrieval Benchmark

Dataset	#Q	#D	Avg. Pos	Q-Len	D-Len
Biology	103	57359	3.6	115.2	83.6
Bioinformatics	77	47473	2.9	273.8	150.5
Medical Sciences	88	34810	2.8	107.1	122.7
MedXpertQA-Exam	97	61379	3.0	233.2	154.9
MedQA-Diag	118	56250	4.4	167.8	179.7
PMC-Treatment	150	28954	2.1	449.3	149.3
PMC-Clinical	114	60406	2.2	182.8	480.4
IIYi-Clinical	129	10449	3.5	602.3	1273.0