Sequence Classification on permuted sequential MNIST (test)
98.4Test AccuracyUNICORNN (L=3)
Evaluation results
| Method | Links | |
|---|---|---|
| UNICORNN (L=3)#UNITS=256, M=135K2021.03 | 98.4 | |
| UNICORNN (L=3)#UNITS=128, M=35K2021.03 | 97.8 | |
| CORNN#UNITS=256, M=134K2021.03 | 97.3 | |
| DENSE-INDRNN (L=6)#UNITS=128, M=257K2021.03 | 97.2 | |
| EXPRNN#UNITS=512, M=127K2021.03 | 96.6 | |
| INDRNN (L=6)#UNITS=128, M=86K2021.03 | 96 | |
| GRU#UNITS=256, M=200K2021.03 | 94.1 | |
| LSTM#UNITS=256, M=270K2021.03 | 92.9 |