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ResearchFormerly WizWand

Image Classification on SVHN 1k labeled 72k unlabeled (test)

95.81AccuracyFlowGMM Sup
62.706871.300979.89588.4891Dec 30, 2019
Updated 8mo ago

Evaluation results

MethodLinks
FlowGMM SupTraining Labels=All labels, Learning Paradigm=Supervised2019.1295.81
BadGANLearning Paradigm=Semi-supervised2019.1295.75
DIGLM SupTraining Labels=All labels, Learning Paradigm=Supervised2019.1295.74
Π-ModelLearning Paradigm=Semi-supervised2019.1294.57
FlowGMM-consLearning Paradigm=Semi-supervised, Consistency Regularization=true2019.1286.44
FlowGMMLearning Paradigm=Semi-supervised2019.1282.42
FlowGMM SupTraining Labels=ni labels, Learning Paradigm=Supervised2019.1278.26
M1+M2 VAE SSLLearning Paradigm=Semi-supervised2019.1263.98