Time Series Forecasting on PhysioNet Challenge 2012
Metric: MSE stdev (lower is better)
Metric: MSE stdev (lower is better)
| # | Model↕ | MSE stdev▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Latent ODE (ODE enc) | 0.029 | No | Latent ODEs for Irregularly-Sampled Time Series | 2019-07-08 | Code |
| 2 | Latent ODE + Poisson | 0.05 | No | Latent ODEs for Irregularly-Sampled Time Series | 2019-07-08 | Code |
| 3 | Latent ODE (RNN enc.) | 0.052 | No | Neural Ordinary Differential Equations | 2018-06-19 | Code |
| 4 | RNN-VAE | 0.145 | No | Neural Ordinary Differential Equations | 2018-06-19 | Code |