Phenotype Mining on CSC
67.4PrecisionRAG (RD / HPO) (Llama 3.3 70B)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RAG (RD / HPO) (Llama 3.3 70B)FT=✗2025.07 | 67.4 | 58 | 62.4 | |
| RDMA (Mistral 24B)FT=✗2025.07 | 64.4 | 67.1 | 65.7 | |
| BioBERTFT=✓2025.07 | 61.4 | 27.8 | 38.2 | |
| Dictionary MatchFT=✗2025.07 | 60 | 21 | 31 | |
| PhenoGPTFT=✓2025.07 | 57 | 39 | 46 | |
| FastHPOCRFT=✗2025.07 | 52 | 45 | 48 | |
| i2b2 Clinical BERTFT=✓2025.07 | 48 | 60 | 53 | |
| BioClinicalBERTFT=✓2025.07 | 44.9 | 34.8 | 39.2 | |
| Zero-Shot (Llama 3.3 70B)FT=✗2025.07 | 0 | 0 | 0 |