Clinical Code Retrieval on CodiESP v4
70.9F1 (Exact)TietAI Cross-Encoder
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TietAI Cross-Encoder2026.05 | 70.9 | 82.3 | 74.7 | 85.1 | |
| TietAI Bi-Encoder2026.05 | 35.9 | 61.7 | 46.1 | 69.4 | |
| BM25 (Postgres FTS)implementation=Postgres FTS2026.05 | 23.9 | 37.6 | 32.2 | 47.1 | |
| ST MiniLM-L6-v2architecture=MiniLM-L6-v22026.05 | 22.5 | 37.1 | 28.7 | 42.6 | |
| ST BioBERTarchitecture=BioBERT2026.05 | 19.3 | 31.4 | 25.2 | 37.3 | |
| ST MPNet-v2architecture=MPNet-v22026.05 | 16.1 | 31.7 | 22.6 | 37.6 |