SOFA Score Mapping on Clinical measurements current, 1-24h
0.998CNS Scorefine-tuned
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| fine-tunedmode=fine-tuned2025.12 | 0.998 | 0.985 | 0.996 | 0.999 | 1 | 0.997 | 0.979 | |
| pipelinemode=pipeline2025.12 | 0.997 | 0.971 | 0.994 | 0.999 | 0.999 | 0.992 | 0.958 | |
| multimodalmode=multimodal2025.12 | 0.997 | 0.987 | 0.996 | 0.999 | 1 | 0.996 | 0.981 | |
| one-shot-70Bmode=one-shot, parameters=70B2025.12 | 0.794 | 0.6 | 0.411 | 0.761 | 0.809 | 0.735 | 0.236 | |
| one-shotmode=one-shot2025.12 | 0.633 | 0.405 | 0.223 | 0.614 | 0.492 | 0.54 | 0.111 | |
| me-llamamodel=me-llama2025.12 | 0.478 | 0.249 | 0.172 | 0.497 | 0.502 | 0.412 | 0.076 | |
| deepseekmodel=deepseek2025.12 | 0.239 | 0.273 | 0.128 | 0.428 | 0.208 | 0.303 | 0.044 |