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Time Series Reconstruction on Physionet (test)
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0.0021
MSE
Latent ODE
-0.193917
1.129321
2.452559
3.775797
Jul 8, 2019
Nov 25, 2019
Apr 13, 2020
Aug 31, 2020
Jan 18, 2021
Jun 7, 2021
Oct 25, 2021
MSE
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
Latent ODE
Encoder=ODE
2019.07
0.0021
Latent ODE
Likelihood=Poisson
2019.07
0.0028
Latent ODE
Encoder=RNN
2019.07
0.0039
RNN-VAE
2019.07
0.0059
Neural ODE
solver=Best of Euler o...
2021.10
4.833
Coupling flow
numerical solver=none
2021.10
4.86
ResNet flow
numerical solver=none
2021.10
4.903
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