Metric: % Test Accuracy (higher is better)
| # | Model↕ | % Test Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | UnICORNN | 62.4 | No | UnICORNN: A recurrent model for learning very lo... | 2021-03-09 | Code |
| 2 | LEM | 60.5 | No | Long Expressive Memory for Sequence Modeling | 2021-10-10 | Code |
| 3 | coRNN | 59 | No | Coupled Oscillatory Recurrent Neural Network (co... | 2020-10-02 | Code |
| 4 | Lipschitz RNN | 59 | No | Lipschitz Recurrent Neural Networks | 2020-06-22 | Code |
| 5 | AntisymmetricRNN w/ gating | 54.7 | No | AntisymmetricRNN: A Dynamical System View on Rec... | 2019-02-26 | Code |
| 6 | LSTM | 11.6 | No | AntisymmetricRNN: A Dynamical System View on Rec... | 2019-02-26 | Code |