Semi-supervised Image Classification on MNIST (test)

0.0084Test Error

Ladder

Updated 4d ago

Evaluation Results

Method	Links
Ladder 2017.04		0.0084
Auxiliary Deep Generative Model (ADGM) 2016.02		0.0096
Ladder Network 2016.02		0.0106
Ladder 2017.04		0.0106
Skip Deep Generative Model (SDGM) 2016.02		0.0132
DEPICT 2017.04		0.0191
SWWAE 2017.04		0.021
DEPICT 2017.04		0.021
VAT 2016.02		0.0212
M1+M2 2017.04		0.0218
M1+M2 2017.04		0.024
MTC 2017.04		0.0257
DEPICT 2017.04		0.0265
PL-DAE 2017.04		0.0269
SWWAE 2017.04		0.0283
CAE 2017.04		0.0322
M1+M2 2016.02		0.0333
M1+M2 2017.04		0.0333
T-SVM 2017.04		0.0345
PL-DAE 2017.04		0.0346
MTC 2017.04		0.0364
AtlasRBF 2017.04		0.0368
CAE 2017.04		0.0477
T-SVM 2017.04		0.0538
AtlasRBF 2017.04		0.081
SWWAE 2017.04		0.0871
PL-DAE 2017.04		0.1049
M1+TSVM 2016.02		0.1182
MTC 2017.04		0.1203
CAE 2017.04		0.1347
T-SVM 2017.04		0.1681