Multivariate Time Series Forecasting On 2
評価指標
MSE stdev
mse (10^-3)
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | MSE stdev | mse (10^-3) | Paper Title | Repository |
|---|---|---|---|---|
| RNN-VAE | 0.145 | 3.055 | Neural Ordinary Differential Equations | |
| Latent ODE (ODE enc) | 0.029 | 2.231 | Latent ODEs for Irregularly-Sampled Time Series | |
| Latent ODE + Poisson | 0.05 | 2.208 | Latent ODEs for Irregularly-Sampled Time Series | |
| Latent ODE (RNN enc.) | 0.052 | 3.162 | Neural Ordinary Differential Equations |
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