Classification on PhysioNet Sepsis 2019 (test)
91.8AUROCDualDynamics
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DualDynamicsObservation Intensity=OI2024.01 | 91.8 | 453 | |
| EXITObservation Intensity=OI2024.01 | 91.3 | 257 | |
| ANCDEObservation Intensity=OI2024.01 | 90 | 285 | |
| Neural CDEObservation Intensity=OI2024.01 | 88 | 244 | |
| GRU-∆tObservation Intensity=OI2024.01 | 87.8 | 837 | |
| ODE-RNNObservation Intensity=OI2024.01 | 87.4 | 696 | |
| DualDynamicsObservation Intensity=No OI2024.01 | 87.3 | 233 | |
| GRU-DObservation Intensity=OI2024.01 | 87.1 | 889 | |
| GRU-ODEObservation Intensity=OI2024.01 | 85.2 | 454 | |
| GRU-DObservation Intensity=No OI2024.01 | 85 | 878 | |
| GRU-∆tObservation Intensity=No OI2024.01 | 84 | 826 | |
| EXITObservation Intensity=No OI2024.01 | 83.6 | 127 | |
| ODE-RNNObservation Intensity=No OI2024.01 | 83.3 | 686 | |
| ANCDEObservation Intensity=No OI2024.01 | 82.3 | 129 | |
| ACE-NODEObservation Intensity=OI2024.01 | 80.4 | 194 | |
| Latent-ODEObservation Intensity=OI2024.01 | 78.7 | 133 | |
| Neural CDEObservation Intensity=No OI2024.01 | 77.6 | 122 | |
| GRU-ODEObservation Intensity=No OI2024.01 | 77.1 | 273 | |
| ACE-NODEObservation Intensity=No OI2024.01 | 51.4 | 218 | |
| Latent-ODEObservation Intensity=No OI2024.01 | 49.5 | 126 |