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 841–850 of 919 papers

Title	Date	Tasks	Status	Hype
Joint community and anomaly tracking in dynamic networks	Jun 25, 2015	Community DetectionTime Series	—Unverified	0
Community detection in multi-relational data with restricted multi-layer stochastic blockmodel	Jun 8, 2015	Community DetectionStochastic Block Model	—Unverified	0
Clustering via Content-Augmented Stochastic Blockmodels	May 25, 2015	ArticlesClustering	—Unverified	0
Achieving Optimal Misclassification Proportion in Stochastic Block Model	May 14, 2015	Community Detectionmodel	—Unverified	0
Network Filtering for Big Data: Triangulated Maximally Filtered Graph	May 10, 2015	ClusteringCommunity Detection	—Unverified	0
Overlapping Community Detection by Online Cluster Aggregation	Apr 26, 2015	Community Detection	—Unverified	0
Overlapping Communities Detection via Measure Space Embedding	Apr 26, 2015	Community DetectionStochastic Block Model	—Unverified	0
Phase Transitions in Spectral Community Detection of Large Noisy Networks	Apr 9, 2015	ClusteringCommunity Detection	—Unverified	0
Learning Mixed Membership Community Models in Social Tagging Networks through Tensor Methods	Mar 16, 2015	Community DetectionTAG	—Unverified	0
Community Detection and Classification in Hierarchical Stochastic Blockmodels	Mar 7, 2015	ClassificationCommunity Detection	—Unverified	0

Show:10 25 50

← PrevPage 85 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