Image Clustering on CUB Birds

Metric: NMI (higher is better)

LeaderboardDataset

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#	Model↕	NMI▼	Extra Data	Paper	Date↕	Code
1	FineGAN	0.403	No	FineGAN: Unsupervised Hierarchical Disentangleme...	2018-11-27	Code
2	DEPICT-Large	0.297	No	Deep Clustering via Joint Convolutional Autoenco...	2017-04-20	Code
3	DEPICT	0.29	No	Deep Clustering via Joint Convolutional Autoenco...	2017-04-20	Code
4	JULE	0.203	No	Joint Unsupervised Learning of Deep Representati...	2016-04-13	Code

#1FineGANSOTA
0.403
NMI· 2018-11-27
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery Code
#2DEPICT-LargeSOTA
0.297
NMI· 2017-04-20
Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization Code
#3DEPICT
0.29
NMI· 2017-04-20
Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization Code
#4JULESOTA
0.203
NMI· 2016-04-13
Joint Unsupervised Learning of Deep Representations and Image Clusters Code