hospital
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time Series Forecasting | hospital Chronos Benchmark II | WQL0.05 | 12 | |
| Time Series Forecasting | hospital | MASE0.05 | 12 | |
| Error Detection | Hospital | F1 Score97.8 | 11 | |
| Image Restoration | 411 Hospital | SSIM1 | 10 | |
| Tabular Classification | Hospital OOD (test) | Accuracy61.8 | 9 | |
| Nursing Flowsheet Fact Extraction | Hospital H3 | F1 Score92.4 | 8 | |
| Nursing Flowsheet Fact Extraction | Hospital H1 | F1 Score91.2 | 8 | |
| Negotiation | Hospital (test) | Success Rate100 | 7 | |
| Negotiation | Hospital | Success Rate100 | 6 | |
| Malignancy diagnosis | Hospital H1 | AUROC0.9979 | 4 | |
| abnormal tissue diagnosis | Hospital H5 | AUROC0.9589 | 4 | |
| Overall survival prediction | Hospital H3, H4 (test) | C-index0.6869 | 4 | |
| Disease-free survival prediction | Hospital H3, H4 (test) | C-index0.7403 | 4 | |
| Error Correction | hospital (test) | F1 Score90.48 | 4 | |
| Scenario Generation | Hospital Queuing Scenario | Alignment6.86 | 3 | |
| Scenario Generation | Hospital Normal Scenario | Alignment6.29 | 3 | |
| Scenario Generation | Hospital Emergency Scenario | Alignment4.5 | 3 | |
| Multivariate Time Series Forecasting | Hospital | MSE1.02 | 2 | |
| Time Series Forecasting | Hospital (out-of-domain) | MSE1.045 | 2 | |
| Time Series Forecasting | hospital-12 | MASE0.05 | 1 |
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