New Diagnosis Prediction on EHRSHOT Assignment of New Diagnoses
0.77AUROCLocal-Rubric
Evaluation Results
| Method | Links | |
|---|---|---|
| Local-RubricSample Size (n)=All2026.03 | 0.77 | |
| Global-RubricSample Size (n)=All2026.03 | 0.756 | |
| Count-GBMSample Size (n)=All2026.03 | 0.754 | |
| Global-Rubric-AutoSample Size (n)=All2026.03 | 0.752 | |
| Global-Rubric-BlindSample Size (n)=All2026.03 | 0.745 | |
| Global-Rubric-TabularSample Size (n)=All2026.03 | 0.742 | |
| Local-Rubric-GenericSample Size (n)=All2026.03 | 0.739 | |
| Local-RubricSample Size (n)=402026.03 | 0.725 | |
| NaiveTextSample Size (n)=All2026.03 | 0.709 | |
| Global-RubricSample Size (n)=402026.03 | 0.708 | |
| Global-Rubric-AutoSample Size (n)=402026.03 | 0.704 | |
| Local-Rubric-GenericSample Size (n)=402026.03 | 0.7 | |
| CLMBR-TSample Size (n)=All2026.03 | 0.697 | |
| Global-Rubric-TabularSample Size (n)=402026.03 | 0.683 | |
| Global-Rubric-BlindSample Size (n)=402026.03 | 0.673 | |
| CLMBR-TSample Size (n)=402026.03 | 0.662 | |
| NaiveTextSample Size (n)=402026.03 | 0.648 | |
| Count-GBMSample Size (n)=402026.03 | 0.63 | |
| GPT5-Mini-CoTSample Size (n)=02026.03 | 0.613 | |
| Qwen3-8B-CoTSample Size (n)=02026.03 | 0.557 |