ICU Admission on EHRSHOT (test)
100PrecisionCLMBR + Linear
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CLMBR + LinearThreshold=0.52026.06 | 100 | 1 | 2 | |
| ChatHealthAISetting=finetuned2026.06 | 38.5 | 13.6 | 19.6 | |
| BioMistral-7BSetting=finetuned2026.06 | 8.2 | 4.7 | 6 | |
| DeepSeek-R1-14BSetting=finetuned2026.06 | 6.6 | 76.2 | 12.1 | |
| Llama-3.1-8B-InstructSetting=zero-shot2026.06 | 5 | 100 | 9 | |
| Llama-3.1-8B-InstructSetting=finetuned2026.06 | 5 | 56.3 | 8.3 | |
| BioMistral-7BSetting=zero-shot2026.06 | 5 | 100 | 9 | |
| DeepSeek-R1-14BSetting=zero-shot2026.06 | 4.6 | 83.5 | 8.7 |