Image Clustering on YouTube Faces DB

Metric: NMI (higher is better)

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#	Model↕	NMI▼	Extra Data	Paper	Date↕	Code
1	JULE-RC	0.848	No	Joint Unsupervised Learning of Deep Representati...	2016-04-13	Code
2	SR-K-means	0.806	No	Deep clustering: On the link between discriminat...	2018-10-09	Code
3	DEPICT	0.802	No	Deep Clustering via Joint Convolutional Autoenco...	2017-04-20	Code
4	DEC (KL based)	0.446	No	Unsupervised Deep Embedding for Clustering Analy...	2015-11-19	Code

#1JULE-RCSOTA
0.848
NMI· 2016-04-13
Joint Unsupervised Learning of Deep Representations and Image Clusters Code
#2SR-K-means
0.806
NMI· 2018-10-09
Deep clustering: On the link between discriminative models and K-means Code
#3DEPICT
0.802
NMI· 2017-04-20
Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization Code
#4DEC (KL based)SOTA
0.446
NMI· 2015-11-19
Unsupervised Deep Embedding for Clustering Analysis Code