SOFA Score Mapping on Clinical measurements future, 25-48h
0.76SCNS Scoremultimodal
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| multimodalmode=multimodal2025.12 | 0.76 | 0.745 | 0.78 | 0.834 | 0.945 | 0.473 | 0.243 | 0.163 | |
| pipelinemode=pipeline2025.12 | 0.732 | 0.738 | 0.754 | 0.823 | 0.945 | 0.451 | 0.22 | 0.147 | |
| fine-tunedmode=fine-tuned2025.12 | 0.701 | 0.7 | 0.746 | 0.839 | 0.945 | 0.553 | 0.203 | 0.151 | |
| one-shot-70Bmode=one-shot, parameters=70B2025.12 | 0.625 | 0.527 | 0.348 | 0.693 | 0.809 | 0.62 | 0.176 | 0.167 | |
| one-shotmode=one-shot2025.12 | 0.532 | 0.426 | 0.201 | 0.618 | 0.492 | 0.482 | 0.117 | 0.139 | |
| me-llamamodel=me-llama2025.12 | 0.408 | 0.295 | 0.163 | 0.483 | 0.502 | 0.365 | 0.088 | 0.128 | |
| deepseekmodel=deepseek2025.12 | 0.231 | 0.195 | 0.082 | 0.278 | 0.208 | 0.211 | 0.059 | 0.127 |