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 861–870 of 919 papers

Title	Date	Tasks	Status	Hype
How Many Communities Are There?	Dec 4, 2014	ClusteringCommunity Detection	—Unverified	0
A testing based extraction algorithm for identifying significant communities in networks	Dec 3, 2014	Community Detection	—Unverified	0
Streaming, Memory Limited Algorithms for Community Detection	Dec 1, 2014	ClusteringCommunity Detection	—Unverified	0
Efficient Minimax Signal Detection on Graphs	Nov 23, 2014	Community Detection	—Unverified	0
Clustering evolving data using kernel-based methods	Nov 20, 2014	ClusteringCommunity Detection	—Unverified	0
Sequential Changepoint Approach for Online Community Detection	Jul 22, 2014	Community DetectionOnline Community Detection	—Unverified	0
Overlapping Community Detection Optimization and Nash Equilibrium	Jun 26, 2014	Community Detection	—Unverified	0
Edge Label Inference in Generalized Stochastic Block Models: from Spectral Theory to Impossibility Results	Jun 26, 2014	Community Detection	—Unverified	0
Computational Lower Bounds for Community Detection on Random Graphs	Jun 25, 2014	Community Detection	—Unverified	0
Techniques for clustering interaction data as a collection of graphs	Jun 24, 2014	ClusteringCommunity Detection	—Unverified	0

Show:10 25 50

← PrevPage 87 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