Classification on Unpermuted Pixel-by-Pixel MNIST (evaluation)
98.2AccuracyLSTM
Evaluation results
| Method | Links | |
|---|---|---|
| LSTMN=256, # parameters=≈ 270k2016.10 | 98.2 | |
| LSTMN=128, # parameters=≈ 68k2016.10 | 97.8 | |
| Restricted-capacity uRNNN=512, # parameters=≈ 16k2016.10 | 97.5 | |
| Full-capacity uRNNN=512, # parameters=≈ 270k2016.10 | 96.9 | |
| Full-capacity uRNNN=116, # parameters=≈ 16k2016.10 | 92.8 |