Image Classification on Permuted MNIST T=784 (test)
97AccuracyPROJUNN-D
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PROJUNN-DWidth=512, Rank k=12022.03 | 97 | — | |
| PROJUNN-DWidth=512, Rank k=22022.03 | 97 | — | |
| PROJUNN-DWidth=512, Rank k=162022.03 | 97 | — | |
| PROJUNN-DWidth=512, Rank k=82022.03 | 96.9 | — | |
| DT∞Width=5122022.03 | 96.8 | — | |
| PROJUNN-DWidth=512, Rank k=42022.03 | 96.8 | — | |
| PROJUNN-TWidth=512, Rank k=42022.03 | 96.8 | — | |
| PROJUNN-TWidth=512, Rank k=82022.03 | 96.8 | — | |
| DT100Width=5122022.03 | 96.7 | — | |
| DT1Width=5122022.03 | 96.7 | — | |
| PROJUNN-TWidth=512, Rank k=12022.03 | 96.7 | — | |
| PROJUNN-TWidth=512, Rank k=22022.03 | 96.7 | — | |
| PROJUNN-TWidth=512, Rank k=162022.03 | 96.7 | — | |
| ScoRNNWidth=5122022.03 | 96.6 | — | |
| ExpRNNWidth=5122022.03 | 96.6 | — | |
| DT∞Width=3602022.03 | 96.5 | — | |
| PROJUNN-DWidth=360, Rank k=162022.03 | 96.5 | — | |
| DT100Width=3602022.03 | 96.4 | — | |
| PROJUNN-DWidth=360, Rank k=12022.03 | 96.4 | — | |
| PROJUNN-DWidth=360, Rank k=22022.03 | 96.4 | — | |
| PROJUNN-TWidth=360, Rank k=42022.03 | 96.4 | — | |
| PROJUNN-TWidth=360, Rank k=162022.03 | 96.4 | — | |
| DT1Width=3602022.03 | 96.3 | — | |
| PROJUNN-DWidth=360, Rank k=42022.03 | 96.3 | — | |
| PROJUNN-DWidth=360, Rank k=82022.03 | 96.3 | — | |
| PROJUNN-TWidth=360, Rank k=12022.03 | 96.3 | — | |
| PROJUNN-TWidth=360, Rank k=22022.03 | 96.3 | — | |
| ScoRNNWidth=3602022.03 | 96.2 | — | |
| ExpRNNWidth=3602022.03 | 96.2 | — | |
| PROJUNN-TWidth=360, Rank k=82022.03 | 96.2 | — | |
| DT1Width=1702022.03 | 95.2 | — | |
| DT100Width=1702022.03 | 95.1 | — | |
| DT∞Width=1702022.03 | 95 | — | |
| ExpRNNWidth=1702022.03 | 94.9 | — | |
| ScoRNNWidth=1702022.03 | 94.8 | — | |
| PROJUNN-DWidth=170, Rank k=82022.03 | 94.7 | — | |
| RGDWidth=5122022.03 | 94.7 | — | |
| PROJUNN-DWidth=170, Rank k=42022.03 | 94.4 | — | |
| PROJUNN-TWidth=170, Rank k=12022.03 | 94.4 | — | |
| PROJUNN-TWidth=170, Rank k=42022.03 | 94.4 | — | |
| PROJUNN-DWidth=170, Rank k=12022.03 | 94.3 | — | |
| PROJUNN-DWidth=170, Rank k=22022.03 | 94.3 | — | |
| PROJUNN-DWidth=170, Rank k=162022.03 | 94.3 | — | |
| PROJUNN-TWidth=170, Rank k=22022.03 | 94.3 | — | |
| PROJUNN-TWidth=170, Rank k=162022.03 | 94.3 | — | |
| PROJUNN-TWidth=170, Rank k=82022.03 | 94.1 | — | |
| RGDWidth=3602022.03 | 93.9 | — | |
| PROJUNN-DWidth=116, Rank k=162022.03 | 93.2 | — | |
| PROJUNN-DWidth=116, Rank k=22022.03 | 93 | — | |
| PROJUNN-DWidth=116, Rank k=42022.03 | 93 | — | |
| PROJUNN-TWidth=116, Rank k=82022.03 | 93 | — | |
| PROJUNN-DWidth=116, Rank k=82022.03 | 92.9 | — | |
| LSTMWidth=3602022.03 | 92.9 | — | |
| PROJUNN-DWidth=116, Rank k=12022.03 | 92.8 | — | |
| PROJUNN-TWidth=116, Rank k=162022.03 | 92.8 | — | |
| PROJUNN-TWidth=116, Rank k=22022.03 | 92.6 | — | |
| RGDWidth=1162022.03 | 92.5 | — | |
| PROJUNN-TWidth=116, Rank k=12022.03 | 92.5 | — | |
| PROJUNN-TWidth=116, Rank k=42022.03 | 92.5 | — | |
| LSTMWidth=1702022.03 | 92 | — | |
| LSTMWidth=5122022.03 | 92 | — | |
| LSTMWidth=1162022.03 | 91.8 | — | |
| DBM2013.02 | — | 0.95 | |
| DBM + DROPOUT2013.02 | — | 0.79 | |
| DEEP CONVEX NETWORK2013.02 | — | 0.83 | |
| MANIFOLD TANGENT CLASSIFIER2013.02 | — | 0.81 | |
| Maxout MLP + dropout2013.02 | — | 0.94 | |
| MP-DBM2013.02 | — | 0.91 | |
| RECTIFIER MLP + DROPOUT2013.02 | — | 1.05 |