Table 3.
Test results on the clinical downstream tasks.
| Type | Task | DistilBERT | BioClinicalBERT | Llama2-MedTuned-7b | Llama2-MedTuned-13b |
|---|---|---|---|---|---|
| NER | i2b2–2012 | 79.15 | 82.98 | 80.67 | 80.64 |
| RE | i2b2–2010 | 92.75 | 93.58 | 89.35 | 93.14 |
| NLI | MedNLI | 73.41 | 82.41 | 79.21 | 89.46 |
Test results on the clinical downstream tasks.
| Type | Task | DistilBERT | BioClinicalBERT | Llama2-MedTuned-7b | Llama2-MedTuned-13b |
|---|---|---|---|---|---|
| NER | i2b2–2012 | 79.15 | 82.98 | 80.67 | 80.64 |
| RE | i2b2–2010 | 92.75 | 93.58 | 89.35 | 93.14 |
| NLI | MedNLI | 73.41 | 82.41 | 79.21 | 89.46 |