Mortality Prediction on Physionet (test)
0.8424AUCGRU-D
Evaluation results
| Method | Links | |
|---|---|---|
| GRU-DModel Category=Proposed2016.06 | 0.8424 | |
| SVM-simpleModel Category=Non-RNN2016.06 | 0.8277 | |
| GRU-meanModel Category=RNN2016.06 | 0.8195 | |
| RF-forwardModel Category=Non-RNN2016.06 | 0.8183 | |
| GRU-forwardModel Category=RNN2016.06 | 0.8162 | |
| RF-simpleModel Category=Non-RNN2016.06 | 0.8157 | |
| GRU-simpleModel Category=RNN2016.06 | 0.8155 | |
| SVM-forwardModel Category=Non-RNN2016.06 | 0.8131 | |
| LSTM-meanModel Category=RNN2016.06 | 0.8025 | |
| Coupling flownumerical solver=none2021.10 | 0.788 | |
| ResNet flownumerical solver=none2021.10 | 0.784 | |
| Neural ODEsolver=Best of Euler or adaptive2021.10 | 0.777 | |
| LR-simpleModel Category=Non-RNN2016.06 | 0.7625 | |
| LR-forwardModel Category=Non-RNN2016.06 | 0.7423 |