Classification on PhysioNet
0.858AUC ScoremTAND-Full
Evaluation Results
| Method | Links | |
|---|---|---|
| mTAND-Fulltime per epoch=0.22021.01 | 0.858 | |
| mTAND-Enctime per epoch=0.12021.01 | 0.854 | |
| Phased-LSTMtime per epoch=0.32021.01 | 0.836 | |
| ODE-RNNtime per epoch=16.52021.01 | 0.833 | |
| L-ODE-ODEtime per epoch=222021.01 | 0.829 | |
| IP-Netstime per epoch=1.32021.01 | 0.819 | |
| RNN GRU-Dtime per epoch=0.72021.01 | 0.818 | |
| GNeuralFlowArchitecture=GRU2024.10 | 0.812 | |
| GNeuralFlowArchitecture=Coupling2024.10 | 0.808 | |
| RNN Decaytime per epoch=0.72021.01 | 0.807 | |
| GNeuralFlowArchitecture=ResNet2024.10 | 0.8 | |
| SeFTtime per epoch=0.52021.01 | 0.795 | |
| Neural flowArchitecture=GRU2024.10 | 0.788 | |
| Neural flowArchitecture=Coupling2024.10 | 0.788 | |
| RNN-Delta-ttime per epoch=0.52021.01 | 0.787 | |
| Neural flowArchitecture=ResNet2024.10 | 0.784 | |
| CG-ODE2024.10 | 0.783 | |
| L-ODE-RNNtime per epoch=6.72021.01 | 0.781 | |
| ODE-RNN2024.10 | 0.781 | |
| RNN-Imputetime per epoch=0.52021.01 | 0.764 | |
| GDE2024.10 | 0.757 | |
| LG-ODE2024.10 | 0.748 | |
| RNN-VAEtime per epoch=22021.01 | 0.515 |