3MDBench: Medical Multimodal Multi-agent Dialogue Benchmark

26 March 2025

Papers citing "3MDBench: Medical Multimodal Multi-agent Dialogue Benchmark"

31 / 31 papers shown

Title
Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning Jiayuan Zhu Junde Wu LM&MA 85 4 0 11 Feb 2025
An Empirical Evaluation of Large Language Models on Consumer Health Questions Moaiz Abrar Y. Sermet Ibrahim Demir AI4MH LM&MA ELM 69 2 0 03 Jan 2025
A Benchmark for Long-Form Medical Question Answering Pedram Hosseini Jessica M. Sin Bing Ren Bryceton G. Thomas Elnaz Nouri Ali Farahanchi Saeed Hassanpour ELM LM&MA AI4MH 84 5 0 14 Nov 2024
PingPong: A Benchmark for Role-Playing Language Models with User Emulation and Multi-Model Evaluation Ilya Gusev LLMAG 76 3 0 10 Sep 2024
LLaVA-OneVision: Easy Visual Task Transfer Bo Li Yuanhan Zhang Dong Guo Renrui Zhang Feng Li Hao Zhang Kaichen Zhang Yanwei Li Ziwei Liu Chunyuan Li MLLM SyDa VLM 81 721 0 06 Aug 2024
Qwen2 Technical Report An Yang Baosong Yang Binyuan Hui Jian Xu Bowen Yu ... Yuqiong Liu Zeyu Cui Zhenru Zhang Zhifang Guo Zhi-Wei Fan OSLM VLM MU 90 875 0 15 Jul 2024
MedExQA: Medical Question Answering Benchmark with Multiple Explanations Yunsoo Kim Jinge Wu Yusuf Abdulle Honghan Wu ELM 61 17 0 10 Jun 2024
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models Chankyu Lee Rajarshi Roy Mengyao Xu Jonathan Raiman Mohammad Shoeybi Bryan Catanzaro Ming-Yu Liu RALM 186 170 0 27 May 2024
LLM Evaluators Recognize and Favor Their Own Generations Arjun Panickssery Samuel R. Bowman Shi Feng 73 172 0 15 Apr 2024
DeepSeek-VL: Towards Real-World Vision-Language Understanding Haoyu Lu Wen Liu Bo Zhang Bing-Li Wang Kai Dong ... Yaofeng Sun Chengqi Deng Hanwei Xu Zhenda Xie Chong Ruan VLM 73 333 0 08 Mar 2024
K-QA: A Real-World Medical Q&A Benchmark Itay Manes Naama Ronn David Cohen Ran Ilan Ber Zehavi Horowitz-Kugler Gabriel Stanovsky LM&MA HILM AI4MH 64 13 0 25 Jan 2024
CLIPSyntel: CLIP and LLM Synergy for Multimodal Question Summarization in Healthcare Akash Ghosh Arkadeep Acharya Raghav Jain Sriparna Saha Aman Chadha Setu Sinha 74 32 0 16 Dec 2023
Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data Rumeng Li Xun Wang Hong Yu LM&MA 86 25 0 09 Dec 2023
The Falcon Series of Open Language Models Ebtesam Almazrouei Hamza Alobeidli Abdulaziz Alshamsi Alessandro Cappelli Ruxandra-Aimée Cojocaru ... Quentin Malartic Daniele Mazzotta Badreddine Noune B. Pannier Guilherme Penedo AI4TS ALM 129 420 0 28 Nov 2023
NoteChat: A Dataset of Synthetic Doctor-Patient Conversations Conditioned on Clinical Notes Junda Wang Zonghai Yao Zhichao Yang Huixue Zhou Rumeng Li Xun Wang Yucheng Xu Hong-ye Yu LM&MA 50 24 0 24 Oct 2023
Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond Jinze Bai Shuai Bai Shusheng Yang Shijie Wang Sinan Tan Peng Wang Junyang Lin Chang Zhou Jingren Zhou MLLM VLM ObjD 81 871 0 24 Aug 2023
LLM-Mini-CEX: Automatic Evaluation of Large Language Model for Diagnostic Conversation Xiaoming Shi Jinfeng Xu Jinru Ding Jiali Pang Sichen Liu ... Lu Lu Haihong Yang Mingtao Hu Tong Ruan Shaoting Zhang LM&MA ELM 48 13 0 15 Aug 2023
Zhongjing: Enhancing the Chinese Medical Capabilities of Large Language Model through Expert Feedback and Real-world Multi-turn Dialogue Songhua Yang Hanjia Zhao Senbin Zhu Guangyu Zhou Hongfei Xu Yuxiang Jia Hongying Zan AI4MH LM&MA 61 127 0 07 Aug 2023
Med-Flamingo: a Multimodal Medical Few-shot Learner Michael Moor Qian Huang Shirley Wu Michihiro Yasunaga C. Zakka Yashodhara Dalmia E. Reis Pranav Rajpurkar J. Leskovec LM&MA MedIm 55 243 0 27 Jul 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 300 4,186 0 09 Jun 2023
ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge Yunxiang Li Zihan Li Kai Zhang Ruilong Dan Steven Jiang You Zhang LM&MA AI4MH 151 395 0 24 Mar 2023
A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets Wei Chen Zhiwei Li Hongyi Fang Qian-Qian Yao Cheng Zhong Jianye Hao Qi Zhang Xuanjing Huang J. Peng Zhongyu Wei 43 59 0 19 Apr 2022
Evaluating Deep Neural Networks Trained on Clinical Images in Dermatology with the Fitzpatrick 17k Dataset Matthew Groh Caleb Harris L. Soenksen Felix Lau Rachel Han Aerin Kim A. Koochek Omar Badri 133 188 0 20 Apr 2021
EfficientNetV2: Smaller Models and Faster Training Mingxing Tan Quoc V. Le EgoV 89 2,662 0 01 Apr 2021
SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering Bo Liu Li-Ming Zhan Li Xu Lin Ma Y. Yang Xiao-Ming Wu 56 248 0 18 Feb 2021
What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams Di Jin Eileen Pan Nassim Oufattole W. Weng Hanyi Fang Peter Szolovits FaML ELM LM&MA 80 749 0 28 Sep 2020
PathVQA: 30000+ Questions for Medical Visual Question Answering Xuehai He Yichen Zhang Luntian Mou Eric Xing P. Xie LM&MA 43 230 0 07 Mar 2020
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 350 861 0 13 Sep 2019
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos A. P. Twinanda S. Shehata Didier Mutter J. Marescaux M. de Mathelin N. Padoy 213 858 0 09 Feb 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.2K 39,383 0 01 Sep 2014
A Computational Study on Emotions and Temperament in Multi-Agent Systems Luis Paulo Reis Daria Barteneva Nuno Lau 99 10 0 27 Sep 2008