Cover Image

MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhu, Yinghao, He, Ziyi, Hu, Haoran, Zheng, Xiaochen, Zhang, Xichen, Wang, Zixiang, Gao, Junyi, Ma, Liantao, Yu, Lequan
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence Computation and Language Machine Learning Multiagent Systems
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ConfAgents: A Conformal-Guided Multi-Agent Framework for Cost-Efficient Medical Diagnosis
by: Zhao, Huiya, et al.
Published: (2025)

HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research
by: Zhu, Yinghao, et al.
Published: (2025)

Auditing medical multi-agent AI reveals risks of false consensus
by: Zhu, Yinghao, et al.
Published: (2025)

MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
by: Jiang, Yixing, et al.
Published: (2025)

MedSentry: Understanding and Mitigating Safety Risks in Medical LLM Multi-Agent Systems
by: Chen, Kai, et al.
Published: (2025)

CACA Agent: Capability Collaboration based AI Agent
by: Xu, Peng, et al.
Published: (2024)

Multi-Agent Medical Decision Consensus Matrix System: An Intelligent Collaborative Framework for Oncology MDT Consultations
by: Han, Xudong, et al.
Published: (2025)

Beyond the All-in-One Agent: Benchmarking Role-Specialized Multi-Agent Collaboration in Enterprise Workflows
by: Yu, Tao, et al.
Published: (2026)

MedRAX: Medical Reasoning Agent for Chest X-ray
by: Fallahpour, Adibvafa, et al.
Published: (2025)

BMW Agents -- A Framework For Task Automation Through Multi-Agent Collaboration
by: Crawford, Noel, et al.
Published: (2024)

MRGAgents: A Multi-Agent Framework for Improved Medical Report Generation with Med-LVLMs
by: Wang, Pengyu, et al.
Published: (2025)

An Empirical Study of Multi-Agent Collaboration for Automated Research
by: Shen, Yang, et al.
Published: (2026)

AGCo-MATA: Air-Ground Collaborative Multi-Agent Task Allocation in Mobile Crowdsensing
by: Shao, Tianhao, et al.
Published: (2025)

MedCollab: IBIS-Guided Multi-Agent Collaboration with Hierarchical Disease Relation Chains for Clinical Diagnosis
by: Zhan, Yuqi, et al.
Published: (2026)

CREW-WILDFIRE: Benchmarking Agentic Multi-Agent Collaborations at Scale
by: Hyun, Jonathan, et al.
Published: (2025)

Unleashing Diverse Thinking Modes in LLMs through Multi-Agent Collaboration
by: He, Zhixuan, et al.
Published: (2025)

AgenticPrecoding: LLM-Empowered Multi-Agent System for Precoding Optimization
by: Yang, Zijiu, et al.
Published: (2026)

Generalizable Agent Modeling for Agent Collaboration-Competition Adaptation with Multi-Retrieval and Dynamic Generation
by: Wang, Chenxu, et al.
Published: (2025)

A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration
by: Liu, Zijun, et al.
Published: (2023)

Multi-Agent Synchronization Tasks
by: Fernandez, Rolando, et al.
Published: (2024)

Collaborative Task and Path Planning for Heterogeneous Robotic Teams using Multi-Agent PPO
by: Rubio, Matthias, et al.
Published: (2026)

ACPs: Agent Collaboration Protocols for the Internet of Agents
by: Liu, Jun, et al.
Published: (2025)

Behind EvoMap: Characterizing a Self-Evolving Agent-to-Agent Collaboration Network
by: Ye, Qiming, et al.
Published: (2026)

Collaborative Belief Reasoning with LLMs for Efficient Multi-Agent Collaboration
by: Wang, Zhimin, et al.
Published: (2025)

CTS-CBS: A New Approach for Multi-Agent Collaborative Task Sequencing and Path Finding
by: Jiang, Junkai, et al.
Published: (2025)

SkillGraph: Self-Evolving Multi-Agent Collaboration with Multimodal Graph Topology
by: Nie, Zheng, et al.
Published: (2026)

ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning
by: Sun, Yu, et al.
Published: (2025)

AgentWebBench: Benchmarking Multi-Agent Coordination in Agentic Web
by: Zhong, Shanshan, et al.
Published: (2026)

Skill Description Deception Attack against Task Routing in Internet of Agents
by: He, Jiayi, et al.
Published: (2026)

It's a TRAP! Task-Redirecting Agent Persuasion Benchmark for Web Agents
by: Korgul, Karolina, et al.
Published: (2025)

AutoGenesisAgent: Self-Generating Multi-Agent Systems for Complex Tasks
by: Harper, Jeremy
Published: (2024)

Doctorina MedBench: End-to-End Evaluation of Agent-Based Medical AI
by: Kozlova, Anna, et al.
Published: (2026)

CodeEdu: A Multi-Agent Collaborative Platform for Personalized Coding Education
by: Zhao, Jianing, et al.
Published: (2025)

Preventing Rogue Agents Improves Multi-Agent Collaboration
by: Barbi, Ohav, et al.
Published: (2025)

ClinicRealm: Re-evaluating Large Language Models with Conventional Machine Learning for Non-Generative Clinical Prediction Tasks
by: Zhu, Yinghao, et al.
Published: (2024)

StoryBox: Collaborative Multi-Agent Simulation for Hybrid Bottom-Up Long-Form Story Generation Using Large Language Models
by: Chen, Zehao, et al.
Published: (2025)

Optimizing Agent Collaboration through Heuristic Multi-Agent Planning
by: Soffair, Nitsan
Published: (2023)

AgentsNet: Coordination and Collaborative Reasoning in Multi-Agent LLMs
by: Grötschla, Florian, et al.
Published: (2025)

Empowering Medical Multi-Agents with Clinical Consultation Flow for Dynamic Diagnosis
by: Wang, Sihan, et al.
Published: (2025)

MLC-Agent: Cognitive Model based on Memory-Learning Collaboration in LLM Empowered Agent Simulation Environment
by: Zhang, Ming, et al.
Published: (2025)