Chest X-ray Finding Prediction on EHRSHOT Chest X-ray Findings
0.63AUROCCLMBR-T
Evaluation Results
| Method | Links | |
|---|---|---|
| CLMBR-TSample Size (n)=All2026.03 | 0.63 | |
| NaiveTextSample Size (n)=All2026.03 | 0.616 | |
| Count-GBMSample Size (n)=All2026.03 | 0.609 | |
| Local-Rubric-GenericSample Size (n)=All2026.03 | 0.608 | |
| CLMBR-TSample Size (n)=402026.03 | 0.606 | |
| Local-RubricSample Size (n)=All2026.03 | 0.606 | |
| Global-RubricSample Size (n)=All2026.03 | 0.594 | |
| Global-Rubric-BlindSample Size (n)=All2026.03 | 0.585 | |
| Count-GBMSample Size (n)=402026.03 | 0.581 | |
| Global-Rubric-AutoSample Size (n)=All2026.03 | 0.575 | |
| Local-Rubric-GenericSample Size (n)=402026.03 | 0.561 | |
| NaiveTextSample Size (n)=402026.03 | 0.559 | |
| Global-Rubric-TabularSample Size (n)=All2026.03 | 0.552 | |
| Qwen3-8B-CoTSample Size (n)=02026.03 | 0.546 | |
| Local-RubricSample Size (n)=402026.03 | 0.533 | |
| Global-RubricSample Size (n)=402026.03 | 0.526 | |
| GPT5-Mini-CoTSample Size (n)=02026.03 | 0.52 | |
| Global-Rubric-AutoSample Size (n)=402026.03 | 0.51 | |
| Global-Rubric-BlindSample Size (n)=402026.03 | 0.505 | |
| Global-Rubric-TabularSample Size (n)=402026.03 | 0.471 |