| Paper | Code | MSE | ModelName | ReleaseDate |
|---|---|---|---|---|
| Functional Latent Dynamics for Irregularly Sampled Time Series Forecasting | ✓ Link | 0.258 | FLD | 2024-05-06 |
| Forecasting Irregularly Sampled Time Series using Graphs | ✓ Link | 0.27 | GraFITi | 2023-05-22 |
| GRU-ODE-Bayes: Continuous modeling of sporadically-observed time series | ✓ Link | 0.43 | GRU-ODE-Bayes | 2019-05-29 |
| BRITS: Bidirectional Recurrent Imputation for Time Series | ✓ Link | 0.53 | BRITS | 2018-05-27 |
| Patient Subtyping via Time-Aware LSTM Networks | ✓ Link | 0.59 | T-LSTM | 2017-08-13 |
| Structured Inference Networks for Nonlinear State Space Models | ✓ Link | 0.83 | Sequential VAE | 2016-09-30 |
| Neural Ordinary Differential Equations | ✓ Link | 0.83 | NeuralODE-VAE-Mask | 2018-06-19 |
| Neural Ordinary Differential Equations | ✓ Link | 0.96 | NeuralODE-VAE | 2018-06-19 |