📊 Showing 5 results | 📏 Metric: MSE (10^-2, 50% missing)
| Rank | Model | Paper | MSE (10^-2, 50% missing) | Date | Code |
|---|---|---|---|---|---|
| 1 | ODE-RNN | Latent ODEs for Irregularly-Sampled Time Series | 26.46 | 2019-07-08 | 📦 YuliaRubanova/latent_ode 📦 patrick-kidger/torchcde 📦 jacobjinkelly/easy-neural-ode |
| 2 | RNN GRU-D | Recurrent Neural Networks for Multivariate Time Series with Missing Values | 5.83 | 2016-06-06 | 📦 WenjieDu/PyPOTS 📦 PeterChe1990/GRU-D 📦 Han-JD/GRU-D |
| 3 | RNN-VAE | Neural Ordinary Differential Equations | 1.78 | 2018-06-19 | 📦 rtqichen/torchdiffeq 📦 msurtsukov/neural-ode 📦 MilesCranmer/lagrangian_nns |
| 4 | Latent ODE (RNN enc.) | Neural Ordinary Differential Equations | 1.38 | 2018-06-19 | 📦 rtqichen/torchdiffeq 📦 msurtsukov/neural-ode 📦 MilesCranmer/lagrangian_nns |
| 5 | Latent ODE (ODE enc) | Latent ODEs for Irregularly-Sampled Time Series | 1.26 | 2019-07-08 | 📦 YuliaRubanova/latent_ode 📦 patrick-kidger/torchcde 📦 jacobjinkelly/easy-neural-ode |