Triage Level Prediction on Emergency Department Triage dataset (test)
0.228MAEURGENTIAPARSE
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| URGENTIAPARSEArchitecture=LLM2025.07 | 0.228 | 0.79 | 0.8 | 0.802 | 90 | 89.4 | 90 | 92.8 | 2.514 | 87.9 | |
| EMERGINETArchitecture=JEPA2025.07 | 0.401 | 0.979 | 0.56 | 0.602 | 73.1 | 74.7 | 82 | 86 | 0.438 | 68.6 | |
| TRIAGEMASTERArchitecture=NLP2025.07 | 0.637 | 1.18 | 0.37 | 0.005 | 61.8 | 61.3 | 55.4 | 69.6 | -3.511 | 64.2 | |
| Real triage nurseProcess=Human Triage2025.07 | 1.393 | 1.834 | 0.08 | 0.024 | 30.3 | 27.5 | 30.3 | 49.8 | -4.343 | 77.6 |