USPS

Benchmarks

Task Name	Dataset Name	SOTA Result
Clustering	USPS	NMI96.9	104
Calibration	USPS	ECE1.54	57
Image Classification	USPS (test)	Accuracy99.7	45
Image Clustering	USPS	NMI0.9544	43
Clustering	USPS	Accuracy0.964	42
Spectral Clustering	USPS	Time (s)0.32	29
Digit Classification	USPS	Accuracy99.7	24
Clustering	USPS (full)	NMI0.953	24
Clustering	USPS (test)	ACC82.55	19
Image Classification	USPS	Accuracy99.5	18
Deep Clustering	USPS	SC0.935	14
Unsupervised Feature Selection	USPS	NMI0.6023	14
Clustering	USPS original (train+test)	Accuracy0.982	13
Clustering	USPS	ACC98.5	10
Clustering	USPS	AMI87	9
Clustering	USPS	AMI0.77	9
Hierarchical Agglomerative Clustering	usps	AMI0.818	9
Clustering	USPS	ARI0.798	9
Classification	USPS pi+=0.8 UCI (test)	Accuracy98.5	9
Classification	USPS pi+=0.5 UCI (test)	Accuracy98	9
Classification	USPS pi+=0.2 UCI (test)	Accuracy98.4	9
Large-scale Spectral Clustering	USPS (test)	NMI82.86	9
Deep Clustering	USPS (full)	Execution Time (s)49	9
Deep Clustering	USPS	Execution Time (s)49	9
Ensemble Clustering	USPS	Time Cost (s)1.59	9

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