Image de couverture de livre

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

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Yu, Suhao, Wang, Haojin, Wu, Juncheng, Luo, Luyang, Wang, Jingshen, Xie, Cihang, Rajpurkar, Pranav, Yang, Carl, Yang, Yang, Wang, Kang, Yu, Yannan, Zhou, Yuyin
Format:	Preprint
Publié:	2025
Sujets:	Computer Vision and Pattern Recognition Computation and Language
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

ReXSonoVQA: A Video QA Benchmark for Procedure-Centric Ultrasound Understanding
par: Wang, Xucheng, et autres
Publié: (2026)

MedAutoCorrect: Image-Conditioned Autocorrection in Medical Reporting
par: Asiimwe, Arnold Caleb, et autres
Publié: (2024)

MedVLThinker: Simple Baselines for Multimodal Medical Reasoning
par: Huang, Xiaoke, et autres
Publié: (2025)

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning
par: Wu, Juncheng, et autres
Publié: (2026)

ReX-MLE: The Autonomous Agent Benchmark for Medical Imaging Challenges
par: Kenia, Roshan, et autres
Publié: (2025)

MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding
par: Zuo, Yuxin, et autres
Publié: (2025)

MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs
par: Mao, Jiawei, et autres
Publié: (2025)

MedVersa: A Generalist Foundation Model for Medical Image Interpretation
par: Zhou, Hong-Yu, et autres
Publié: (2024)

MedQA-CS: Objective Structured Clinical Examination (OSCE)-Style Benchmark for Evaluating LLM Clinical Skills
par: Yao, Zonghai, et autres
Publié: (2024)

ReasVQA: Advancing VideoQA with Imperfect Reasoning Process
par: Liang, Jianxin, et autres
Publié: (2025)

Knowledge or Reasoning? A Close Look at How LLMs Think Across Domains
par: Wu, Juncheng, et autres
Publié: (2025)

MedConceptsQA: Open Source Medical Concepts QA Benchmark
par: Shoham, Ofir Ben, et autres
Publié: (2024)

MedRepBench: A Comprehensive Benchmark for Medical Report Interpretation
par: Shang, Fangxin, et autres
Publié: (2025)

MultiMedEdit: A Scenario-Aware Benchmark for Evaluating Knowledge Editing in Medical VQA
par: Wen, Shengtao, et autres
Publié: (2025)

Beyond MedQA: Towards Real-world Clinical Decision Making in the Era of LLMs
par: Xiao, Yunpeng, et autres
Publié: (2025)

3DReasonKnee: Advancing Grounded Reasoning in Medical Vision Language Models
par: Sambara, Sraavya, et autres
Publié: (2025)

MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical Reasoning
par: Shi, Wenqi, et autres
Publié: (2024)

MedEthicsQA: A Comprehensive Question Answering Benchmark for Medical Ethics Evaluation of LLMs
par: Wei, Jianhui, et autres
Publié: (2025)

OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM
par: Hu, Yutao, et autres
Publié: (2024)

MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine
par: Xie, Yunfei, et autres
Publié: (2024)

AQA-Bench: An Interactive Benchmark for Evaluating LLMs' Sequential Reasoning Ability
par: Yang, Siwei, et autres
Publié: (2024)

MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs
par: Wu, Juncheng, et autres
Publié: (2025)

MedExQA: Medical Question Answering Benchmark with Multiple Explanations
par: Kim, Yunsoo, et autres
Publié: (2024)

Evaluating Contextual Intelligence in Recyclability: A Comprehensive Study of Image-Based Reasoning Systems
par: Park, Eliot, et autres
Publié: (2025)

$\texttt{Complex-Edit}$: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark
par: Yang, Siwei, et autres
Publié: (2025)

From Seeing to Thinking: Decoupling Perception and Reasoning Improves Post-Training of Vision-Language Models
par: Wu, Juncheng, et autres
Publié: (2026)

m1: Unleash the Potential of Test-Time Scaling for Medical Reasoning with Large Language Models
par: Huang, Xiaoke, et autres
Publié: (2025)

RJUA-MedDQA: A Multimodal Benchmark for Medical Document Question Answering and Clinical Reasoning
par: Jin, Congyun, et autres
Publié: (2024)

MedSeg-R: Reasoning Segmentation in Medical Images with Multimodal Large Language Models
par: Huang, Yu, et autres
Publié: (2025)

MedStruct-S: A Benchmark for Key Discovery, Key-Conditioned QA and Semi-Structured Extraction from OCR Clinical Reports
par: Li, Yingyun, et autres
Publié: (2026)

MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation
par: Liao, Yusheng, et autres
Publié: (2024)

MedExpQA: Multilingual Benchmarking of Large Language Models for Medical Question Answering
par: Alonso, Iñigo, et autres
Publié: (2024)

DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor
par: Wu, Juncheng, et autres
Publié: (2024)

CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence
par: Ma, Dongsheng, et autres
Publié: (2026)

MedRECT: A Medical Reasoning Benchmark for Error Correction in Clinical Texts
par: Iwase, Naoto, et autres
Publié: (2025)

Scaling White-Box Transformers for Vision
par: Yang, Jinrui, et autres
Publié: (2024)

ARFlow: Autoregressive Flow with Hybrid Linear Attention
par: Hui, Mude, et autres
Publié: (2025)

GPT-IMAGE-EDIT-1.5M: A Million-Scale, GPT-Generated Image Dataset
par: Wang, Yuhan, et autres
Publié: (2025)

LLM-MedQA: Enhancing Medical Question Answering through Case Studies in Large Language Models
par: Yang, Hang, et autres
Publié: (2024)

MedPRMBench: A Fine-grained Benchmark for Process Reward Models in Medical Reasoning
par: Wu, Lingyan, et autres
Publié: (2026)