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Diagnosis on MIMIC-IV (test)

91.31Macro F1

CAMP

Updated 17d ago

Evaluation Results

Method	Links
CAMP 2026.03		91.31	75.65
Single Agent 2026.03		89.95	74.65
CAMP 2026.03		87.5	67.1
Majority Voting 2026.03		85.84	66.55
Devil’s Advocate 2026.03		85.56	65.5
MedAgents 2026.03		85.34	65.2
CAMP 2026.03		85.1	64.2
Chain-of-Thought 2026.03		83.16	56.45
LLM-as-a-Judge 2026.03		83.13	57.4
Devil’s Advocate 2026.03		83.06	57.2
MedAgents 2026.03		82.77	56.7
LLM-as-a-Judge 2026.03		82.22	56.15
CAMP 2026.03		82.2	63.15
Single Agent 2026.03		81.12	49.6
Self-Consistency 2026.03		81.02	49.45
Chain-of-Thought 2026.03		78.99	45.55
Self-Consistency 2026.03		78.91	45.05
Single Agent 2026.03		78.68	44.25
Majority Voting 2026.03		78.17	58.05
Chain-of-Thought 2026.03		76.54	60.5
Self-Consistency 2026.03		76.38	60.75
LLM-as-a-Judge 2026.03		75.98	47.92
Single Agent 2026.03		75.78	60.45
Devil’s Advocate 2026.03		75.56	47.47
MedAgents 2026.03		75.54	47.22
Majority Voting 2026.03		74	58.6