Classification on Permuted pixel-by-pixel MNIST (evaluation)
94.1AccuracyFull-capacity uRNN
Evaluation results
| Method | Links | |
|---|---|---|
| Full-capacity uRNNN=512, # parameters=≈ 270k2016.10 | 94.1 | |
| Restricted-capacity uRNNN=512, # parameters=≈ 16k2016.10 | 93.3 | |
| Full-capacity uRNNN=116, # parameters=≈ 16k2016.10 | 92.1 | |
| LSTMN=256, # parameters=≈ 270k2016.10 | 91.7 | |
| LSTMN=128, # parameters=≈ 68k2016.10 | 91.3 |