Clinical Information Extraction on DRAGON clinical tasks 1.0 (test)
98.3Task 01 ScoreDRAGON RoBERTa Large Domain-specific
Evaluation results
| Method | Links | |||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DRAGON RoBERTa Large Domain-specificEvaluation=5-fold cross-validation, URL=https://grand-challenge.org/algorithms/dragon-roberta-large-domain-specific/2025.07 | 98.3 | 95.8 | 84.2 | 99.6 | 94.4 | 63.1 | 87 | 64 | 76.7 | 97.5 | 86.1 | 42.8 | 66.9 | 57.7 | 99.1 | 90.3 | 63.9 | 68.6 | 98.1 | 97.4 | 95.5 | 85.4 | 81.8 | 78.3 | 81.6 | 83.5 | 89.8 | 66.6 | 81.9 | |
| LLaMA3.3-70B (LLM-Extractinator)URL=https://grand-challenge.org/algorithms/llm-extractinator-llama33/2025.07 | 97.1 | 78.8 | 92.3 | 50 | 84 | 70.8 | 95.5 | 88.3 | 61.9 | 97.8 | 66.9 | 84.2 | 73.6 | 57.3 | 91.7 | 95.9 | 76.7 | 73.2 | 99.5 | 99.1 | 99.3 | 97.6 | 95.5 | 96.1 | 2.8 | 40.1 | 46.7 | 16.1 | 76 |