| Paper | Code | % Test Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes | ✓ Link | 69.87% | FlexTCN-6 | 2021-10-15 |
| UnICORNN: A recurrent model for learning very long time dependencies | ✓ Link | 62.4 | UnICORNN | 2021-03-09 |
| Long Expressive Memory for Sequence Modeling | ✓ Link | 60.5 | LEM | 2021-10-10 |
| Coupled Oscillatory Recurrent Neural Network (coRNN): An accurate and (gradient) stable architecture for learning long time dependencies | ✓ Link | 59.0 | coRNN | 2020-10-02 |
| Lipschitz Recurrent Neural Networks | ✓ Link | 59.0 | Lipschitz RNN | 2020-06-22 |
| AntisymmetricRNN: A Dynamical System View on Recurrent Neural Networks | ✓ Link | 54.7 | AntisymmetricRNN w/ gating | 2019-02-26 |
| AntisymmetricRNN: A Dynamical System View on Recurrent Neural Networks | ✓ Link | 11.6 | LSTM | 2019-02-26 |