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ResearchFormerly WizWand

Image Classification on MNIST Permutation-invariant (DW)

98.64AccuracyALAE
89.425691.817894.2196.6022Apr 9, 2020
Updated 8mo ago

Evaluation results

MethodLinks
ALAEClassifier=Linear SVM, Feature Type=Long Features (lf)2020.0498.64
LRClassifier=Linear SVM, Feature Type=Long Features (lf)2020.0497.8
BIGANClassifier=Linear SVM, Feature Type=Long Features (lf)2020.0497.74
AE(l1)Classifier=Linear SVM, Feature Type=Long Features (lf)2020.0497.72
AE(l2)Classifier=Linear SVM, Feature Type=Long Features (lf)2020.0497.72
JLRClassifier=Linear SVM, Feature Type=Long Features (lf)2020.0497.62
ALAEClassifier=1NN, Feature Type=Long Features (lf)2020.0497.47
AE(l2)Classifier=1NN, Feature Type=Short Features (sf)2020.0497.05
AE(l1)Classifier=1NN, Feature Type=Short Features (sf)2020.0496.84
BIGANClassifier=1NN, Feature Type=Long Features (lf)2020.0496.81
AE(l1)Classifier=1NN, Feature Type=Long Features (lf)2020.0496.8
AE(l2)Classifier=1NN, Feature Type=Long Features (lf)2020.0496.77
LRClassifier=1NN, Feature Type=Long Features (lf)2020.0496.69
JLRClassifier=1NN, Feature Type=Long Features (lf)2020.0496.45
BIGANClassifier=1NN, Feature Type=Short Features (sf)2020.0495.38
ALAEClassifier=1NN, Feature Type=Short Features (sf)2020.0494.59
ALAEClassifier=Linear SVM, Feature Type=Short Features (sf)2020.0494.23
JLRClassifier=1NN, Feature Type=Short Features (sf)2020.0491.97
LRClassifier=1NN, Feature Type=Short Features (sf)2020.0491.9
BIGANClassifier=Linear SVM, Feature Type=Short Features (sf)2020.0491.34
JLRClassifier=Linear SVM, Feature Type=Short Features (sf)2020.0490.82
LRClassifier=Linear SVM, Feature Type=Short Features (sf)2020.0490.03
AE(l1)Classifier=Linear SVM, Feature Type=Short Features (sf)2020.0489.78
AE(l2)Classifier=Linear SVM, Feature Type=Short Features (sf)2020.0489.78