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Benchmarks
Clinical Entity Quality Assessment on Clinical Synthetic Notes 300 samples (test)
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79
Token Level Precision
Query-Based Model Collaboration
38.44
48.97
59.5
70.03
Sep 25, 2025
Token Level Precision
Token Level Hit Rate
Concept Level Precision
Concept Level Hit Rate
Updated 25d ago
Evaluation Results
Method
Method
Links
Token Level Precision
Token Level Hit Rate
Concept Level Precision
Concept Level Hit Rate
Query-Based Model Collaboration
2025.09
79
33
73
26
Naive
2025.09
51
59
56
29
CATO
2025.09
47
62
72
38
SynName+SciName
2025.09
46
47
67
28
Biomedical LLM
2025.09
40
78
43
37
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