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Acute Myocardial Infarction prediction on EHRSHOT (test)
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92.95
Accuracy
EHR-RAG
88.1972
89.4311
90.665
91.8989
Jan 29, 2026
Accuracy
Macro F1
F1 (No MI)
F1 (MI)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Macro F1
F1 (No MI)
F1 (MI)
EHR-RAG
LLM Backbone=GPT-5
2026.01
92.95
76.29
96.16
56.41
Rule-based RAG
LLM Backbone=GPT-5
2026.01
91.29
52.06
95.42
8.7
RAG
LLM Backbone=GPT-5
2026.01
90.04
59.83
94.67
25
Uniform RAG
LLM Backbone=GPT-5
2026.01
89.21
47.15
94.3
0
ReAct RAG
LLM Backbone=GPT-5
2026.01
89.21
56.49
94.22
18.75
Direct Generation
LLM Backbone=GPT-5
2026.01
88.38
57.97
93.72
22.22
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