Image Clustering on Stanford Dogs

Metric: NMI (higher is better)

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#	Model↕	NMI▼	Extra Data	Paper	Date↕	Code
1	FineGAN	0.233	No	FineGAN: Unsupervised Hierarchical Disentangleme...	2018-11-27	Code
2	DEPICT-Large	0.183	No	Deep Clustering via Joint Convolutional Autoenco...	2017-04-20	Code
3	DEPICT	0.182	No	Deep Clustering via Joint Convolutional Autoenco...	2017-04-20	Code
4	JULE	0.142	No	Joint Unsupervised Learning of Deep Representati...	2016-04-13	Code

#1FineGANSOTA
0.233
NMI· 2018-11-27
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery Code
#2DEPICT-LargeSOTA
0.183
NMI· 2017-04-20
Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization Code
#3DEPICT
0.182
NMI· 2017-04-20
Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization Code
#4JULESOTA
0.142
NMI· 2016-04-13
Joint Unsupervised Learning of Deep Representations and Image Clusters Code