Image Classification on MNIST Permutation-invariant (DW)
98.64AccuracyALAE
Evaluation Results
| Method | Links | |
|---|---|---|
| ALAEClassifier=Linear SVM, Feature Type=Long Features (lf)2020.04 | 98.64 | |
| LRClassifier=Linear SVM, Feature Type=Long Features (lf)2020.04 | 97.8 | |
| BIGANClassifier=Linear SVM, Feature Type=Long Features (lf)2020.04 | 97.74 | |
| AE(l1)Classifier=Linear SVM, Feature Type=Long Features (lf)2020.04 | 97.72 | |
| AE(l2)Classifier=Linear SVM, Feature Type=Long Features (lf)2020.04 | 97.72 | |
| JLRClassifier=Linear SVM, Feature Type=Long Features (lf)2020.04 | 97.62 | |
| ALAEClassifier=1NN, Feature Type=Long Features (lf)2020.04 | 97.47 | |
| AE(l2)Classifier=1NN, Feature Type=Short Features (sf)2020.04 | 97.05 | |
| AE(l1)Classifier=1NN, Feature Type=Short Features (sf)2020.04 | 96.84 | |
| BIGANClassifier=1NN, Feature Type=Long Features (lf)2020.04 | 96.81 | |
| AE(l1)Classifier=1NN, Feature Type=Long Features (lf)2020.04 | 96.8 | |
| AE(l2)Classifier=1NN, Feature Type=Long Features (lf)2020.04 | 96.77 | |
| LRClassifier=1NN, Feature Type=Long Features (lf)2020.04 | 96.69 | |
| JLRClassifier=1NN, Feature Type=Long Features (lf)2020.04 | 96.45 | |
| BIGANClassifier=1NN, Feature Type=Short Features (sf)2020.04 | 95.38 | |
| ALAEClassifier=1NN, Feature Type=Short Features (sf)2020.04 | 94.59 | |
| ALAEClassifier=Linear SVM, Feature Type=Short Features (sf)2020.04 | 94.23 | |
| JLRClassifier=1NN, Feature Type=Short Features (sf)2020.04 | 91.97 | |
| LRClassifier=1NN, Feature Type=Short Features (sf)2020.04 | 91.9 | |
| BIGANClassifier=Linear SVM, Feature Type=Short Features (sf)2020.04 | 91.34 | |
| JLRClassifier=Linear SVM, Feature Type=Short Features (sf)2020.04 | 90.82 | |
| LRClassifier=Linear SVM, Feature Type=Short Features (sf)2020.04 | 90.03 | |
| AE(l1)Classifier=Linear SVM, Feature Type=Short Features (sf)2020.04 | 89.78 | |
| AE(l2)Classifier=Linear SVM, Feature Type=Short Features (sf)2020.04 | 89.78 |