Report Error Discrimination on Chest X-ray reports
84.1AccuracyLLM2VEC4CXR
Evaluation Results
| Method | Links | |
|---|---|---|
| LLM2VEC4CXRParameters=8B2025.09 | 84.1 | |
| LLM2VEC4CXR+Parameters=1B2025.09 | 82.6 | |
| LLM2VEC4CXRParameters=1B2025.09 | 67.2 | |
| LLM2VECParameters=8B2025.09 | 63.7 | |
| LLM2VECParameters=1B2025.09 | 55.2 | |
| CXR-BERT-Specialized2025.09 | 48.4 | |
| BERT4CXR2025.09 | 41.9 | |
| PubMedBERT2025.09 | 22.3 | |
| ClinicalBERT2025.09 | 11 | |
| BioClinicalBERT2025.09 | 10 | |
| Base-BERT2025.09 | 9.2 |