Time Series Forecasting on PhysioNet Challenge 2012

Metric: mse (10^-3) (lower is better)

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#	Model↕	mse (10^-3)▲	Extra Data	Paper	Date↕	Code
1	Latent ODE + Poisson	2.208	No	Latent ODEs for Irregularly-Sampled Time Series	2019-07-08	Code
2	Latent ODE (ODE enc)	2.231	No	Latent ODEs for Irregularly-Sampled Time Series	2019-07-08	Code
3	RNN-VAE	3.055	No	Neural Ordinary Differential Equations	2018-06-19	Code
4	Latent ODE (RNN enc.)	3.162	No	Neural Ordinary Differential Equations	2018-06-19	Code

#1Latent ODE + PoissonSOTA
2.208
mse (10^-3)· 2019-07-08
Latent ODEs for Irregularly-Sampled Time Series Code
#2Latent ODE (ODE enc)SOTA
2.231
mse (10^-3)· 2019-07-08
Latent ODEs for Irregularly-Sampled Time Series Code
#3RNN-VAESOTA
3.055
mse (10^-3)· 2018-06-19
Neural Ordinary Differential Equations Code
#4Latent ODE (RNN enc.)SOTA
3.162
mse (10^-3)· 2018-06-19
Neural Ordinary Differential Equations Code