Rare Disease Mining on RareDis
90PrecisionZero-Shot (Llama 3.3 70B)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Zero-Shot (Llama 3.3 70B)FT=✗2025.07 | 90 | 57 | 70 | |
| RDMA (Mistral 24B)FT=✗2025.07 | 87 | 76 | 81 | |
| Dictionary MatchFT=✗2025.07 | 85 | 41 | 55 | |
| BioBERTFT=✓2025.07 | 73 | 70.3 | 71.6 | |
| BioClinicalBERTFT=✓2025.07 | 68.1 | 66.6 | 67.3 | |
| i2b2 Clinical BERTFT=✓2025.07 | 15.3 | 85 | 26 | |
| RAG (RD / HPO) (Llama 3.3 70B)FT=✗2025.07 | 13 | 89 | 23 |