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Risk Stratification on Retrospective multimodal cardiovascular clinical decision-making dataset (test)

0.866AUROCHetMedAgent
0.586240.658870.73150.80413May 28, 2026

Evaluation results

MethodLinks
HetMedAgentSystem Type=Multi-Agent Systems, oversight=w/o Clinician2026.050.86684.4
MedAgentsSystem Type=Multi-Agent Systems2026.050.82378.9
AgentClinicSystem Type=Multi-Agent Systems2026.050.81778.1
MetaGPTSystem Type=Multi-Agent Systems2026.050.81177.3
AutoGenSystem Type=Multi-Agent Systems2026.050.80476.5
MeditronSystem Type=Medical LLMs2026.050.80176.8
Llama-3-MeditronSystem Type=Medical LLMs2026.050.79575.6
PMC-LLaMASystem Type=Medical LLMs2026.050.78274.5
BioMistralSystem Type=Medical LLMs2026.050.77673.1
DoctorGLMSystem Type=Medical LLMs2026.050.76872.4
GatorTronSystem Type=Medical LLMs2026.050.75370.8
HetMedAgentSystem Type=Multi-Agent Systems, oversight=w/o Clinician2026.050.72771.9
MedAgentsSystem Type=Multi-Agent Systems2026.050.69265.3
AgentClinicSystem Type=Multi-Agent Systems2026.050.68164.1
MeditronSystem Type=Medical LLMs2026.050.67363.4
MetaGPTSystem Type=Multi-Agent Systems2026.050.67363.2
AutoGenSystem Type=Multi-Agent Systems2026.050.66562.4
Llama-3-MeditronSystem Type=Medical LLMs2026.050.65861.9
PMC-LLaMASystem Type=Medical LLMs2026.050.64159.8
BioMistralSystem Type=Medical LLMs2026.050.62858.2
DoctorGLMSystem Type=Medical LLMs2026.050.61457.1
GatorTronSystem Type=Medical LLMs2026.050.59755.3