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MedFrameQA: A Multi-Image Medical VQA Benchmark for Clinical Reasoning

MedFrameQA: A Multi-Image Medical VQA Benchmark for Clinical Reasoning

22 May 2025
Suhao Yu
Haojin Wang
Juncheng Wu
Cihang Xie
Yuyin Zhou
ArXiv (abs)PDFHTML

Papers citing "MedFrameQA: A Multi-Image Medical VQA Benchmark for Clinical Reasoning"

18 / 18 papers shown
MedGEN-Bench: Contextually entangled benchmark for open-ended multimodal medical generation
MedGEN-Bench: Contextually entangled benchmark for open-ended multimodal medical generation
Junjie Yang
Yuhao Yan
Gang Wu
Y Samuel Wang
Ruoyu Liang
...
Xiang Wan
Fenglei Fan
Yongquan Zhang
Feiwei Qin
Changmiao Wang
MedImLM&MAVLM
477
0
0
17 Nov 2025
OmniBrainBench: A Comprehensive Multimodal Benchmark for Brain Imaging Analysis Across Multi-stage Clinical Tasks
OmniBrainBench: A Comprehensive Multimodal Benchmark for Brain Imaging Analysis Across Multi-stage Clinical Tasks
Zhihao Peng
Cheng . Wang
Shengyuan Liu
Zhiying Liang
Yixuan Yuan
Minjie Ju
PeterYM Woo
Yixuan Yuan
128
1
0
02 Nov 2025
Evaluating Reasoning Faithfulness in Medical Vision-Language Models using Multimodal Perturbations
Evaluating Reasoning Faithfulness in Medical Vision-Language Models using Multimodal Perturbations
Johannes Moll
Markus Graf
Tristan Lemke
Nicolas Lenhart
Daniel Truhn
Jean-Benoit Delbrouck
Jiazhen Pan
Daniel Rueckert
Lisa Christine Adams
Keno K. Bressem
140
1
0
13 Oct 2025
Multimodal Retrieval-Augmented Generation with Large Language Models for Medical VQA
Multimodal Retrieval-Augmented Generation with Large Language Models for Medical VQA
A H M Rezaul Karim
Ozlem Uzuner
133
1
0
12 Oct 2025
MedMMV: A Controllable Multimodal Multi-Agent Framework for Reliable and Verifiable Clinical Reasoning
MedMMV: A Controllable Multimodal Multi-Agent Framework for Reliable and Verifiable Clinical Reasoning
Hongjun Liu
Yinghao Zhu
Y Samuel Wang
Yitao Long
Zeyu Lai
Lequan Yu
Chen Zhao
LRM
169
2
0
29 Sep 2025
Lightweight Structured Multimodal Reasoning for Clinical Scene Understanding in Robotics
Lightweight Structured Multimodal Reasoning for Clinical Scene Understanding in Robotics
Saurav Jha
Stefan K. Ehrlich
LM&Ro
82
0
0
26 Sep 2025
Bridging the Gap in Ophthalmic AI: MM-Retinal-Reason Dataset and OphthaReason Model toward Dynamic Multimodal Reasoning
Bridging the Gap in Ophthalmic AI: MM-Retinal-Reason Dataset and OphthaReason Model toward Dynamic Multimodal Reasoning
Ruiqi Wu
Yuang Yao
Tengfei Ma
Chenran Zhang
Na Su
Tao Zhou
Geng Chen
Wen Fan
Yi Zhou
BDLLRM
267
0
0
22 Aug 2025
MedRepBench: A Comprehensive Benchmark for Medical Report Interpretation
MedRepBench: A Comprehensive Benchmark for Medical Report Interpretation
Fangxin Shang
Yuan Xia
Dalu Yang
Yahui Wang
Binglin Yang
VLM
90
1
0
21 Aug 2025
MultiMedEdit: A Scenario-Aware Benchmark for Evaluating Knowledge Editing in Medical VQA
MultiMedEdit: A Scenario-Aware Benchmark for Evaluating Knowledge Editing in Medical VQA
Shengtao Wen
Haodong Chen
Yadong Wang
Zhongying Pan
Xiang Chen
Yu Tian
Bo Qian
Dong Liang
Sheng-Jun Huang
KELM
148
0
0
09 Aug 2025
Kvasir-VQA-x1: A Multimodal Dataset for Medical Reasoning and Robust MedVQA in Gastrointestinal Endoscopy
Sushant Gautam
Pål Halvorsen
Pål Halvorsen
237
7
0
11 Jun 2025
SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models
SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models
Hardy Chen
Haoqin Tu
Fali Wang
Hui Liu
Xianfeng Tang
Xinya Du
Yuyin Zhou
Cihang Xie
ReLMVLMOffRLLRM
398
140
0
10 Apr 2025
GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning
GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning
Jian Zhao
Runze Liu
Kaiyan Zhang
Zhimu Zhou
Junqi Gao
...
Jiafei Lyu
Zhouyi Qian
Biqing Qi
Xiu Li
Bowen Zhou
OffRLLRM
411
22
0
01 Apr 2025
MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs
MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs
Juncheng Wu
Wenlong Deng
Xiaochen Li
Sheng Liu
Taomian Mi
...
Yihan Cao
Hui Ren
Xuzhao Li
Xiaoxiao Li
Yuyin Zhou
AI4MHLRM
442
52
0
01 Apr 2025
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey
Longji Xu
Shengqiong Wu
Yujiao Shi
William Yang Wang
Ziwei Liu
Jiebo Luo
Hao Fei
LRM
597
112
0
16 Mar 2025
MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning
MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement LearningInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Jiazhen Pan
Che Liu
Junde Wu
Fenglin Liu
Jiayuan Zhu
Hongwei Bran Li
Chen Chen
Cheng Ouyang
Daniel Rueckert
LRMLM&MAVLM
475
109
0
26 Feb 2025
Qwen2.5-VL Technical Report
Qwen2.5-VL Technical Report
S. Bai
Keqin Chen
Xuejing Liu
Jialin Wang
Wenbin Ge
...
Zesen Cheng
Hang Zhang
Zhibo Yang
Haiyang Xu
Junyang Lin
VLM
720
2,913
0
20 Feb 2025
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for MedicineInternational Conference on Learning Representations (ICLR), 2024
Yunfei Xie
Ce Zhou
Lang Gao
Juncheng Wu
Xianhang Li
...
Sheng Liu
Lei Xing
James Zou
Cihang Xie
Yuyin Zhou
MedImLM&MA
595
68
0
06 Aug 2024
Quilt-1M: One Million Image-Text Pairs for Histopathology
Quilt-1M: One Million Image-Text Pairs for HistopathologyNeural Information Processing Systems (NeurIPS), 2023
Wisdom O. Ikezogwo
M. S. Seyfioglu
Fatemeh Ghezloo
Dylan Stefan Chan Geva
Fatwir Sheikh Mohammed
Pavan Kumar Anand
Ranjay Krishna
Linda G. Shapiro
CLIPVLM
736
196
0
20 Jun 2023
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