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Rare Disease Mining on MIMIC RD Entity 3
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51.6
Precision
RDMA (Mistral 24B)
-1.024
12.638
26.3
39.962
Jul 14, 2025
Precision
Recall
F1 Score
Updated 20d ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
RDMA (Mistral 24B)
FT=✗
2025.07
51.6
69.5
59.2
Dictionary Match
FT=✗
2025.07
40
46.8
43.1
Zero-Shot (Llama 3.3 70B)
FT=✗
2025.07
14.1
60.2
22.8
RAG (RD / HPO) (Llama 3.3 70B)
FT=✗
2025.07
4.5
71.6
8.5
BioBERT
FT=✓
2025.07
1.8
55.9
3.3
BioClinicalBERT
FT=✓
2025.07
1.5
47.3
2.7
i2b2 Clinical BERT
FT=✓
2025.07
1
87.9
2
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