| Paper | Code | MSE | NegLL | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Forecasting Irregularly Sampled Time Series using Graphs | ✓ Link | 0.396 ± 0.030 | GraFITi | 2023-05-22 | |
| Functional Latent Dynamics for Irregularly Sampled Time Series Forecasting | ✓ Link | 0.444 ± 0.027 | FLD | 2024-05-06 | |
| GRU-ODE-Bayes: Continuous modeling of sporadically-observed time series | ✓ Link | 0.480 ± 0.010 | 0.83 | GRU-ODE-Bayes | 2019-05-29 |
| Neural Flows: Efficient Alternative to Neural ODEs | ✓ Link | 0.490 ± 0.004 | Neural Flows | 2021-10-25 | |
| Patient Subtyping via Time-Aware LSTM Networks | ✓ Link | 0.790 ± 0.060 | 1.02 | T-LSTM | 2017-08-13 |