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 361–370 of 919 papers

Title	Date	Tasks	Status	Hype	Score
A Semidefinite Program for Structured Blockmodels	Nov 16, 2016	Community Detection	—Unverified	0	0
A Comprehensive Survey on Community Detection with Deep Learning	May 26, 2021	ClusteringCommunity Detection	—Unverified	0	0
Community Detection from Multiple Observations: from Product Graph Model to Brain Applications	Jun 21, 2024	Community DetectionEEG	—Unverified	0	0
Fast Community Detection based on Graph Autoencoder Reconstruction	Mar 7, 2022	Community Detection	—Unverified	0	0
Community Detection for Power Systems Network Aggregation Considering Renewable Variability	Nov 8, 2019	Community DetectionStochastic Optimization	—Unverified	0	0
Fair Community Detection and Structure Learning in Heterogeneous Graphical Models	Dec 9, 2021	Community DetectionFairness	—Unverified	0	0
Community Detection for Heterogeneous Multiple Social Networks	May 7, 2024	Community Detection	—Unverified	0	0
Fair Information Spread on Social Networks with Community Structure	May 15, 2023	Community DetectionMarketing	—Unverified	0	0
Community Detection for Contextual-LSBM: Theoretical Limitations of Misclassification Rate and Efficient Algorithms	Jan 19, 2025	AttributeCommunity Detection	—Unverified	0	0
A Generative Model for Dynamic Networks with Applications	Feb 11, 2018	Community DetectionLink Prediction	—Unverified	0	0

Show:10 25 50

← PrevPage 37 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