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Benchmarks
Rare Disease Mining on MIMIC RD Code 3
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46
Precision
RDMA (Mistral 24B)
-1.736
10.657
23.05
35.443
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
46
62
53
Dictionary Match
FT=✗
2025.07
30
45
36
BioClinicalBERT
FT=✓
2025.07
2.6
52.7
5
BioBERT
FT=✓
2025.07
2.5
47.3
4.7
RAG (RD / HPO) (Llama 3.3 70B)
FT=✗
2025.07
1.7
57
3
i2b2 Clinical BERT
FT=✓
2025.07
1
65.1
1.9
Zero-Shot (Llama 3.3 70B)
FT=✗
2025.07
0.1
0.7
0.2
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