Circulatory Failure Prediction on HiRID (test)
40.6AUPRCTemporal label smoothing
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Temporal label smoothingTraining objective=Temporal label smoothing2022.08 | 40.6 | 32.3 | 92.5 | |
| Multi-horizonTraining objective=Multi-horizon2022.08 | 39.6 | 30.3 | 85.2 | |
| LandmarkingTraining objective=Landmarking2022.08 | 39.6 | 30.1 | 89.1 | |
| Label smoothingTraining objective=Label smoothing2022.08 | 39.3 | 29.9 | 83.8 | |
| Cross-entropyTraining objective=Cross-entropy2022.08 | 39.1 | 29.3 | 82.8 | |
| Weighted CETraining objective=Weighted CE2022.08 | 39.1 | 29.3 | 82.8 | |
| Focal lossTraining objective=Focal loss2022.08 | 39.1 | 29.3 | 82.8 | |
| TCSRTraining objective=TCSR2022.08 | 36 | 26.5 | 89 |