SOTAVerified|Agents Browse Leaderboard About

Community Detection

Community Detection is one of the fundamental problems in network analysis, where the goal is to find groups of nodes that are, in some sense, more similar to each other than to the other nodes.

Source: Randomized Spectral Clustering in Large-Scale Stochastic Block Models

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 821–830 of 919 papers

Title	Date	Tasks	Status	Hype	Score
Community Detection in Partially Observable Social Networks	Dec 30, 2017	Community Detection	—Unverified	0	0
Community Detection in Political Twitter Networks using Nonnegative Matrix Factorization Methods	Aug 5, 2016	ClusteringCommunity Detection	—Unverified	0	0
Community detection in sparse latent space models	Aug 4, 2020	ClusteringCommunity Detection	—Unverified	0	0
Community Detection in Sparse Random Networks	Aug 13, 2013	Community Detection	—Unverified	0	0
Community Detection in the Hypergraph SBM: Exact Recovery Given the Similarity Matrix	Aug 23, 2022	Community DetectionStochastic Block Model	—Unverified	0	0
Community Detection in the Multi-View Stochastic Block Model	Jan 17, 2024	Community DetectionStochastic Block Model	—Unverified	0	0
Community detection in the sparse hypergraph stochastic block model	Apr 11, 2019	Community DetectionStochastic Block Model	—Unverified	0	0
Community detection in weighted brain connectivity networks beyond the resolution limit	Sep 14, 2016	Community DetectionFunctional Connectivity	—Unverified	0	0
Community Detection on Evolving Graphs	Dec 1, 2016	ClusteringCommunity Detection	—Unverified	0	0
Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition	Feb 10, 2020	Community DetectionStochastic Block Model	—Unverified	0	0

Show:10 25 50

← PrevPage 83 of 92Next →

All datasets Amazon Cora Citeseer DBLP Facebook Artists Facebook Athletes Facebook Celebrities Facebook Companies Facebook Government Facebook Media Facebook Politicians Facebook TV Show

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	GNN	Accuracy-NE	2	—	Unverified
2	CommunityGAN	F1-score	0.09	—	Unverified
3	Ego-Splitting	F1-score	0.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	EdMot	NMI	0.42	—	Unverified
2	CDNMF	NMI	0.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CDNMF	ACC	0.48	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CommunityGAN	F1-Score	0.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.56	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.69	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.65	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.68	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.71	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.86	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Smooth GEMSEC 2	Modularity	0.85	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CDNMF	ACC	0.67	—	Unverified