Lab Result Prediction on EHRSHOT Anticipating Labs
0.799AUROCGlobal-Rubric-Tabular
Evaluation Results
| Method | Links | |
|---|---|---|
| Global-Rubric-TabularSample Size (n)=All2026.03 | 0.799 | |
| Global-RubricSample Size (n)=All2026.03 | 0.791 | |
| Local-RubricSample Size (n)=All2026.03 | 0.789 | |
| Global-Rubric-BlindSample Size (n)=All2026.03 | 0.777 | |
| Global-Rubric-AutoSample Size (n)=All2026.03 | 0.776 | |
| Global-Rubric-TabularSample Size (n)=402026.03 | 0.749 | |
| Local-Rubric-GenericSample Size (n)=All2026.03 | 0.736 | |
| Local-RubricSample Size (n)=402026.03 | 0.729 | |
| CLMBR-TSample Size (n)=All2026.03 | 0.727 | |
| Global-Rubric-BlindSample Size (n)=402026.03 | 0.714 | |
| Global-RubricSample Size (n)=402026.03 | 0.695 | |
| Global-Rubric-AutoSample Size (n)=402026.03 | 0.692 | |
| GPT5-Mini-CoTSample Size (n)=02026.03 | 0.684 | |
| Local-Rubric-GenericSample Size (n)=402026.03 | 0.673 | |
| Qwen3-8B-CoTSample Size (n)=02026.03 | 0.667 | |
| NaiveTextSample Size (n)=All2026.03 | 0.657 | |
| CLMBR-TSample Size (n)=402026.03 | 0.608 | |
| Count-GBMSample Size (n)=All2026.03 | 0.595 | |
| NaiveTextSample Size (n)=402026.03 | 0.586 | |
| Count-GBMSample Size (n)=402026.03 | 0.536 |