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Unsupervised Image Classification On Cifar 10

Métriques

Accuracy

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	Accuracy	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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