Sequential Image Classification on Sequential MNIST
99.63Test Accuracy BestS4
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| S4Params=7.9M2021.06 | 99.63 | — | — | — | |
| LipschitzStable RNN?=true, Params=134K2021.06 | 99.4 | 99.2 | 99 | 10 | |
| CKConvParams=1M2021.06 | 99.32 | — | — | — | |
| TrellisParams=8M2021.06 | 99.2 | — | — | — | |
| Sparse Combo NetStable RNN?=true, Params=130K2021.06 | 99.04 | — | — | — | |
| TransformerParams=0.5M2021.06 | 98.9 | — | — | — | |
| AntisymmetricStable RNN?=?, Params=36K2021.06 | 98 | — | — | — | |
| LSTMParams=68K2021.06 | 97.3 | — | — | — | |
| Dilated GRUSize=21K2018.03 | — | 99 | — | — | |
| TCNSize=21K2018.03 | — | 99 | — | — |