SOTAVerified

Image/Document Clustering

Papers

Showing 18 of 8 papers

TitleStatusHype
Divide-and-conquer based Large-Scale Spectral ClusteringCode1
Ensemble Learning for Spectral ClusteringCode1
Deep Embedded SOM: Joint Representation Learning and Self-OrganizationCode0
An Internal Validity Index Based on Density-Involved DistanceCode0
Ultra-Scalable Spectral Clustering and Ensemble Clustering0
Robust Graph Learning from Noisy DataCode0
Large-scale spectral clustering using diffusion coordinates on landmark-based bipartite graphs0
Scalable Spectral Clustering Using Random Binning FeaturesCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1LBDMruntime (s)3.08Unverified
2U-SPECruntime (s)2.07Unverified
3SC_RBruntime (s)1.8Unverified
4LSC-Kruntime (s)1.2Unverified
5U-SPECruntime (s)1.01Unverified
6LSC-Rruntime (s)0.77Unverified
7DnC-SCruntime (s)0.64Unverified
#ModelMetricClaimedVerifiedStatus
1ELSCAccuracy (%)70.9Unverified
#ModelMetricClaimedVerifiedStatus
1ELSCAccuracy (%)51.8Unverified
#ModelMetricClaimedVerifiedStatus
1ELSCAccuracy (%)97.7Unverified
#ModelMetricClaimedVerifiedStatus
1ELSCAccuracy (%)98.6Unverified
#ModelMetricClaimedVerifiedStatus
1ELSCAccuracy (%)96Unverified
#ModelMetricClaimedVerifiedStatus
1ELSCAccuracy (%)53.4Unverified
#ModelMetricClaimedVerifiedStatus
1ELSCAccuracy (%)75.8Unverified