SOTAVerified

Clustering Algorithms Evaluation

Papers

Showing 110 of 12 papers

TitleStatusHype
CSTS: A Benchmark for the Discovery of Correlation Structures in Time Series ClusteringCode0
Autoencoder Based Iterative Modeling and Multivariate Time-Series Subsequence Clustering AlgorithmCode1
Git: Clustering Based on Graph of Intensity TopologyCode1
The Area Under the ROC Curve as a Measure of Clustering QualityCode0
An Internal Cluster Validity Index Using a Distance-based Separability MeasureCode0
A predictive model for the identification of learning styles in MOOC environmentsCode0
The SpectACl of Nonconvex Clustering: A Spectral Approach to Density-Based Clustering0
An Internal Validity Index Based on Density-Involved DistanceCode0
Clubmark: a Parallel Isolation Framework for Benchmarking and Profiling Clustering Algorithms on NUMA ArchitecturesCode0
CDF Transform-and-Shift: An effective way to deal with datasets of inhomogeneous cluster densitiesCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GITF1-score62Unverified
2QuickShiftPPF1-score60Unverified
3k-Means++F1-score52Unverified
4Spectral ClusteringF1-score37Unverified
5SpectACIF1-score34Unverified