Interpolation on PhysioNet (test)
4.018MSEmTAND-Full
Evaluation Results
| Method | Links | |
|---|---|---|
| mTAND-FullObserved %=60%2021.01 | 4.018 | |
| mTAND-FullObserved %=50%2021.01 | 4.139 | |
| mTAND-FullObserved %=70%2021.01 | 4.157 | |
| mTAND-FullObserved %=80%2021.01 | 4.41 | |
| mTAND-FullObserved %=90%2021.01 | 4.798 | |
| L-ODE-ODEObserved %=50%2021.01 | 6.721 | |
| L-ODE-ODEObserved %=70%2021.01 | 6.798 | |
| L-ODE-ODEObserved %=60%2021.01 | 6.816 | |
| L-ODE-ODEObserved %=80%2021.01 | 6.85 | |
| L-ODE-ODEObserved %=90%2021.01 | 7.142 | |
| L-ODE-RNNObserved %=50%2021.01 | 8.132 | |
| L-ODE-RNNObserved %=60%2021.01 | 8.14 | |
| L-ODE-RNNObserved %=80%2021.01 | 8.143 | |
| L-ODE-RNNObserved %=70%2021.01 | 8.171 | |
| L-ODE-RNNObserved %=90%2021.01 | 8.402 | |
| RNN-VAEObserved %=80%2021.01 | 11.133 | |
| RNN-VAEObserved %=90%2021.01 | 11.47 | |
| RNN-VAEObserved %=70%2021.01 | 11.887 | |
| RNN-VAEObserved %=60%2021.01 | 12.594 | |
| RNN-VAEObserved %=50%2021.01 | 13.418 |