Medical Coding on MDACE 2025 (test)
62Micro PrecisionPLM-ICD
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PLM-ICD#C (number of candidate codes)=16K2026.04 | 62 | 39 | 48 | 27 | 25 | 26 | |
| RAG-Coding#C (number of candidate codes)=16K, Backbone LLM=GPT-5 (low reasoning mode)2026.04 | 58 | 55 | 56 | 35 | 34 | 34 | |
| RAG-Coding#C (number of candidate codes)=70K, Backbone LLM=GPT-5 (low reasoning mode)2026.04 | 57 | 55 | 56 | 34 | 34 | 33 | |
| CLH#C (number of candidate codes)=70K, Backbone LLM=GPT-5 (low reasoning mode)2026.04 | 45 | 44 | 45 | 26 | 27 | 26 | |
| MedCodER#C (number of candidate codes)=70K, Backbone LLM=GPT-5 (low reasoning mode)2026.04 | 43 | 35 | 38 | 24 | 23 | 23 | |
| Tree Search#C (number of candidate codes)=70K, Backbone LLM=GPT-5 (low reasoning mode)2026.04 | 20 | 28 | 24 | 12 | 13 | 11 |