Semisupervised Deep Embedded Clustering with Adaptive Labels

Table 3

Clustering results measured by NMI.

Methods	MNIST	USPS	REUTERS-10K
K-means	0.4974	0.62	0.4932
DEC	0.8372	0.7529	0.4976
DCN	0.757	0.719	0.4106
IDEC	0.8672	0.7846	0.4981
SMKL	0.6842	0.7105	0.4076
SDEC	0.8289	0.7768	0.4762
Semi-DEC	0.9457	0.8654	0.7642