Clustering

Benchmarks

Dataset Name	SOTA Method	Metric
CIFAR-10 (test)	SMERA-MVC	Accuracy100	190	23d ago
STL-10 (test)		Accuracy99.2	152	23d ago
MNIST (test)	CoHiClust	NMI0.97	132	2d ago
CIFAR-100 (test)	TURTLE	ACC89.1	123	23d ago
Random datasets Uniform distribution on the unit interval in R^d (test)	K-Means	Runtime (s)0	117	9d ago
MNIST	IIC (2019)	NMI0.978	113	18d ago
Fashion-MNIST	IPBC	NMI80	107	16d ago
USPS		NMI96.9	104	11d ago
MNIST (full)	DynAE	Accuracy98.7	98	1mo ago
CIFAR100 20	ProPos	ACC61.4	93	1mo ago
DHA	MVCAN	Accuracy84.8	91	1mo ago
ImageNet Dogs	TAC	NMI8,060	85	23d ago
ImageNet-10 (test)	LAIC framework	ACC99.8	74	23d ago
CLSClusteringS2S	DrICL	Accuracy89	68	1mo ago
CIFAR-100-20 (test)		Accuracy89.5	68	1mo ago
LandUse-21	GLC	Accuracy27.8	63	1mo ago
Pubmed	CAT-I-SC	Accuracy82.86	61	1mo ago
COL2	KSKM_E	Clustering Inertia (KSKM multiple)0.98	60	18d ago
MNIST	CSC	Clustering Accuracy72.16	60	1mo ago
Sensorless Drive Diagnosis	Clust-Splitter	Ek Error1.51	48	1mo ago
3D Road Network	Clust-Splitter	Ek0	48	1mo ago
Covertype	MiniBatchKMeans	Ek5.15	48	1mo ago
Protein Homology m=145,751, n=74 (test)	Clust-Splitter	Ek0	48	1mo ago
KEGG Metabolic	Clust-Splitter	Ek0	48	1mo ago
Range Queries Aggregates m = 200,000, n = 7 1.0	Clust-Splitter	Ek0	48	1mo ago

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