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Benchmarks
Rare Disease Mining on RareDis
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90
Precision
Zero-Shot (Llama 3.3 70B)
9.92
30.71
51.5
72.29
Jul 14, 2025
Precision
Recall
F1 Score
Updated 20d ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
Zero-Shot (Llama 3.3 70B)
FT=✗
2025.07
90
57
70
RDMA (Mistral 24B)
FT=✗
2025.07
87
76
81
Dictionary Match
FT=✗
2025.07
85
41
55
BioBERT
FT=✓
2025.07
73
70.3
71.6
BioClinicalBERT
FT=✓
2025.07
68.1
66.6
67.3
i2b2 Clinical BERT
FT=✓
2025.07
15.3
85
26
RAG (RD / HPO) (Llama 3.3 70B)
FT=✗
2025.07
13
89
23
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