k-means clustering

Benchmarks

Dataset Name	SOTA Method	Metric
YearPredictionMSD (train)		Avg Cost71.65	26	4mo ago
Synthetic d=3, K=8, N=1600		WCSS3.718	25	3mo ago
Synthetic (d=3, K=8, N=800)		WCSS1.847	25	3mo ago
Synthetic (d=3, K=8, N=400)		WCSS0.946	25	3mo ago
Synthetic d=3, K=4, N=800		WCSS5.367	25	3mo ago
Synthetic d=3, K=4, N=400		WCSS2.662	25	3mo ago
Synthetic (d=3, K=4, N=200)		WCSS1.319	25	3mo ago
Synthetic (d=3, K=2, N=400)		WCSS7.69	25	3mo ago
Synthetic (d=3, K=2, N=200)		WCSS3.838	25	3mo ago
Synthetic d=3, K=2, N=100		WCSS1.9	25	3mo ago
Synthetic (d=2, K=8, N=1600)		WCSS1.409	25	3mo ago
Synthetic d=2, K=8, N=800		WCSS0.701	25	3mo ago
Synthetic (d=2, K=8, N=400)		WCSS0.362	25	3mo ago
Synthetic (d=2, K=4, N=800)		WCSS2.815	25	3mo ago
Synthetic (d=2, K=4, N=400)		WCSS1.382	25	3mo ago
Synthetic d=2, K=4, N=200		WCSS0.683	25	3mo ago
Synthetic d=2, K=2, N=400		WCSS4.955	25	3mo ago
Synthetic (d=2, K=2, N=200)		WCSS2.458	25	3mo ago
Synthetic d=2, K=2, N=100		WCSS1.249	25	3mo ago
STL-10	CDL-CVI	Number of Clusters (K)9	6	1mo ago
CIFAR-10		Estimated Cluster Number10	6	1mo ago
MNIST		Estimated Cluster Number12	6	1mo ago
MNIST8M k=10		NMI0.613	5	4mo ago
ImageNet k=1000		NMI74.3	5	4mo ago
Buffy (k=6)		NMI0.761	5	4mo ago

Showing 25 of 27 rows