Image Clustering on Tiny-ImageNet

Metric: Accuracy (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Hide extra data

#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	PRO-DSC	0.698	Yes	Exploring a Principled Framework for Deep Subspa...	2025-03-21	Code
2	ITAE	0.6823	Yes	Improving Image Clustering with Artifacts Attenu...	2024-10-07	-
3	SPICE	0.305	No	SPICE: Semantic Pseudo-labeling for Image Cluste...	2021-03-17	Code
4	IMC-SwAV (Best)	0.282	No	Information Maximization Clustering via Multi-Vi...	2021-03-12	Code
5	IMC-SwAV (Avg+-)	0.279	No	Information Maximization Clustering via Multi-Vi...	2021-03-12	Code
6	C3	0.141	No	C3: Cross-instance guided Contrastive Clustering	2022-11-14	Code
7	CC	0.14	No	Competitive Collaboration: Joint Unsupervised Le...	2018-05-24	Code
8	MMDC	0.119	No	Multi-Modal Deep Clustering: Unsupervised Partit...	2019-12-05	Code
9	DCCM	0.108	No	Deep Comprehensive Correlation Mining for Image ...	2019-04-15	Code
10	DAC	0.066	No	-	-	Code
11	GAN	0.041	No	Unsupervised Representation Learning with Deep C...	2015-11-19	Code
12	DEC	0.037	No	Unsupervised Deep Embedding for Clustering Analy...	2015-11-19	Code
13	VAE	0.036	No	Auto-Encoding Variational Bayes	2013-12-20	Code
14	JULE	0.033	No	Joint Unsupervised Learning of Deep Representati...	2016-04-13	Code