Rare Disease Mining on MIMIC RD Entity 3
51.6PrecisionRDMA (Mistral 24B)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RDMA (Mistral 24B)FT=✗2025.07 | 51.6 | 69.5 | 59.2 | |
| Dictionary MatchFT=✗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 | |
| BioBERTFT=✓2025.07 | 1.8 | 55.9 | 3.3 | |
| BioClinicalBERTFT=✓2025.07 | 1.5 | 47.3 | 2.7 | |
| i2b2 Clinical BERTFT=✓2025.07 | 1 | 87.9 | 2 |