HyperAI超神经

首页算力平台文档资讯论文教程数据集百科 SOTA LLM 模型天梯 GPU 天梯顶会

中文

HyperAI超神经

Unsupervised Image Classification On Cifar 20

评估指标

Accuracy

评测结果

各个模型在此基准测试上的表现结果

		Paper Title	Repository
MV-MR	73.2	MV-MR: multi-views and multi-representations for self-supervised learning and knowledge distillation
PRO-DSC	71.6	Exploring a Principled Framework For Deep Subspace Clustering	-
ScatSimCLR	63.76	ScatSimCLR: self-supervised contrastive learning with pretext task regularization for small-scale datasets
DCN+BRB	56.92	Breaking the Reclustering Barrier in Centroid-based Deep Clustering
LFER Ensemble	56.1	Loss Function Entropy Regularization for Diverse Decision Boundaries	-
HUME	55.5	-	-
IDEC+BRB	55.43	Breaking the Reclustering Barrier in Centroid-based Deep Clustering
SeCu	55.2	Stable Cluster Discrimination for Deep Clustering
RUC	54.3	Improving Unsupervised Image Clustering With Robust Learning
SCAN	50.7	SCAN: Learning to Classify Images without Labels
DEC+BRB	50.46	Breaking the Reclustering Barrier in Centroid-based Deep Clustering
CoKe	49.7	Unsupervised Visual Representation Learning by Online Constrained K-Means
TSUC	35.3	Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification	-
IIC	25.7	Invariant Information Clustering for Unsupervised Image Classification and Segmentation

0 of 14 row(s) selected.

Unsupervised Image Classification On Cifar 20 | SOTA | HyperAI超神经