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 10

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
IPCL (ResNet18)	88.81	IPCL: Iterative Pseudo-Supervised Contrastive Learning to Improve Self-Supervised Feature Representation	-
SCAN	-	SCAN: Learning to Classify Images without Labels
IIC	-	Invariant Information Clustering for Unsupervised Image Classification and Segmentation
SeCu	-	Stable Cluster Discrimination for Deep Clustering
TURTLE (CLIP + DINOv2)	-	Let Go of Your Labels with Unsupervised Transfer
CoKe	-	Unsupervised Visual Representation Learning by Online Constrained K-Means
RUC	-	Improving Unsupervised Image Clustering With Robust Learning
TSUC	-	Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification	-
HUME	-	-	-

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