Image Clustering on Imagenet-dog-15

Metric: ARI (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Hide extra data

#	Model↕	ARI▼	Extra Data	Paper	Date↕	Code
1	MAE-CT (best)	0.879	Yes	Contrastive Tuning: A Little Help to Make Masked...	2023-04-20	Code
2	MAE-CT (mean)	0.821	Yes	Contrastive Tuning: A Little Help to Make Masked...	2023-04-20	Code
3	ProPos*	0.675	No	Learning Representation for Clustering via Proto...	2021-11-23	Code
4	ProPos	0.627	No	Learning Representation for Clustering via Proto...	2021-11-23	Code
5	DPAC	0.598	No	Deep Online Probability Aggregation Clustering	2024-07-07	Code
6	ConCURL	0.531	No	Representation Learning for Clustering via Build...	2021-05-04	Code
7	SPICE	0.526	No	SPICE: Semantic Pseudo-labeling for Image Cluste...	2021-03-17	Code
8	TCL	0.516	No	Twin Contrastive Learning for Online Clustering	2022-10-21	Code
9	IDFD	0.413	No	Clustering-friendly Representation Learning via ...	2021-05-31	Code
10	MiCE	0.286	No	MiCE: Mixture of Contrastive Experts for Unsuper...	2021-05-05	Code
11	C3	0.28	No	C3: Cross-instance guided Contrastive Clustering	2022-11-14	Code
12	CC	0.274	No	Contrastive Clustering	2020-09-21	Code
13	CoHiClust	0.232	No	Contrastive Hierarchical Clustering	2023-03-03	Code