| Paper | Code | % Test Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| Long Expressive Memory for Sequence Modeling | ✓ Link | 92.3 | LEM | 2021-10-10 |
| UnICORNN: A recurrent model for learning very long time dependencies | ✓ Link | 90.3 | UnICORNN | 2021-03-09 |
| UnICORNN: A recurrent model for learning very long time dependencies | ✓ Link | 86.7 | coRNN | 2021-03-09 |
| Neural Rough Differential Equations for Long Time Series | ✓ Link | 83.8 | NRDE | 2020-09-17 |
| Parallelizing non-linear sequential models over the sequence length | ✓ Link | 82.1 | GRU | 2023-09-21 |
| UnICORNN: A recurrent model for learning very long time dependencies | ✓ Link | 49.7 | IndRNN | 2021-03-09 |
| TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series | ✓ Link | 42 | TSEM | 2022-05-25 |
| UnICORNN: A recurrent model for learning very long time dependencies | ✓ Link | 40.0 | expRNN | 2021-03-09 |