Pixel-by-pixel Image Classification on sMNIST (test)
99.28AccuracyURLSTM
Evaluation results
| Method | Links | |
|---|---|---|
| URLSTM2019.10 | 99.28 | |
| URGRU + Zoneoutregularization=Zoneout2019.10 | 99.27 | |
| URLSTM + Zoneoutregularization=Zoneout2019.10 | 99.21 | |
| TrellisNet2019.10 | 99.2 | |
| Dilated GRU2019.10 | 99 | |
| IndRNN2019.10 | 99 | |
| Temporal ConvNet2019.10 | 99 | |
| LSTMImplementation=ours2019.10 | 98.9 | |
| Transformer2019.10 | 98.9 | |
| r-LSTMlayers=2, auxiliary loss=true2019.10 | 98.4 |