Image Classification on CIFAR-20

Metric: Accuracy (higher is better)

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#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	MV-MR	73.2	No	MV-MR: multi-views and multi-representations for...	2023-03-21	Code
2	PRO-DSC	71.6	Yes	Exploring a Principled Framework for Deep Subspa...	2025-03-21	Code
3	ScatSimCLR	63.76	No	ScatSimCLR: self-supervised contrastive learning...	2021-08-31	Code
4	DCN+BRB	56.92	No	Breaking the Reclustering Barrier in Centroid-ba...	2024-11-04	Code
5	LFER Ensemble	56.1	No	Loss Function Entropy Regularization for Diverse...	2022-04-30	-
6	HUME	55.5	No	-	-	-
7	IDEC+BRB	55.43	No	Breaking the Reclustering Barrier in Centroid-ba...	2024-11-04	Code
8	SeCu	55.2	No	Stable Cluster Discrimination for Deep Clustering	2023-11-24	Code
9	RUC	54.3	No	Improving Unsupervised Image Clustering With Rob...	2020-12-21	Code
10	SCAN	50.7	No	SCAN: Learning to Classify Images without Labels	2020-05-25	Code
11	DEC+BRB	50.46	No	Breaking the Reclustering Barrier in Centroid-ba...	2024-11-04	Code
12	CoKe	49.7	No	Unsupervised Visual Representation Learning by O...	2021-05-24	Code
13	TSUC	35.3	No	-	-	Code
14	IIC	25.7	No	Invariant Information Clustering for Unsupervise...	2018-07-17	Code