Nearest Neighbor Classification on MNIST (test)
1.91-NN ErrorJULE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| JULEEmbedding Dimension=10D2016.04 | 1.9 | — | |
| AutoencoderEmbedding Dimension=30D2016.04 | 2.7 | — | |
| Param. t-SNEEmbedding Dimension=30D2016.04 | 2.7 | — | |
| JULEEmbedding Dimension=30D2016.04 | 2.7 | — | |
| Param. t-SNEEmbedding Dimension=10D2016.04 | 4.6 | — | |
| AutoencoderEmbedding Dimension=10D2016.04 | 6.3 | — | |
| JULEEmbedding Dimension=2D2016.04 | 6.7 | — | |
| NCAEmbedding Dimension=30D2016.04 | 7.3 | — | |
| NCAEmbedding Dimension=10D2016.04 | 8.8 | — | |
| Param. t-SNEEmbedding Dimension=2D2016.04 | 9.9 | — | |
| PCAEmbedding Dimension=30D2016.04 | 10.8 | — | |
| PCAEmbedding Dimension=10D2016.04 | 43 | — | |
| NCAEmbedding Dimension=2D2016.04 | 56.8 | — | |
| AutoencoderEmbedding Dimension=2D2016.04 | 66.8 | — | |
| PCAEmbedding Dimension=2D2016.04 | 78.2 | — | |
| AlignMNISTNumber of samples=10M2015.11 | — | 1.4 | |
| DCGANNumber of samples=50K2015.11 | — | 2.98 | |
| DCGANNumber of samples=10M2015.11 | — | 1.48 | |
| GANNumber of samples=50K2015.11 | — | 6.28 | |
| GANNumber of samples=10M2015.11 | — | 5.65 | |
| InfiMNISTNumber of samples=10M2015.11 | — | 2.6 | |
| Real DataNumber of samples=50K2015.11 | — | 3.1 |