Clinical Relation Extraction on i2b2 English 2010
91.8Micro F1Non-prompting SOTA
Evaluation Results
| Method | Links | |
|---|---|---|
| Non-prompting SOTACategory=Fine-tuned2026.01 | 91.8 | |
| Output Format CoTCategory=Chain-of-Thought, Type=Output Format-based, Backbone=DeepSeek-v32026.01 | 91.8 | |
| RARCategory=In-context Selection, Selection Strategy=Relation-Aware Retrieval, Backbone=Gemini 1.5 Flash2026.01 | 90.6 | |
| Static CoTCategory=Chain-of-Thought, Type=Static2026.01 | 85.8 | |
| PURECategory=Fine-tuned, Training Configuration=13,832 records2026.01 | 84.6 | |
| Few-shot (Random)Category=In-context Selection, Selection Strategy=Random selection2026.01 | 84.2 | |
| PURECategory=Fine-tuned2026.01 | 74 | |
| BERTCategory=Fine-tuned2026.01 | 59.6 |