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 681–690 of 919 papers

Title	Date	Tasks	Status	Hype
Connectivity in Random Annulus Graphs and the Geometric Block Model	Apr 12, 2018	Community DetectionStochastic Block Model	—Unverified	0
Latent Geometry Inspired Graph Dissimilarities Enhance Affinity Propagation Community Detection in Complex Networks	Apr 12, 2018	ClusteringCommunity Detection	—Unverified	0
On the Supermodularity of Active Graph-based Semi-supervised Learning with Stieltjes Matrix Regularization	Apr 9, 2018	Community DetectionGeneral Classification	—Unverified	0
Multi-view Banded Spectral Clustering with Application to ICD9 Clustering	Apr 6, 2018	ClusteringCommunity Detection	CodeCode Available	0
Word sense induction using word embeddings and community detection in complex networks	Mar 22, 2018	Community DetectionWord Embeddings	—Unverified	0
Fast Sequence Based Embedding with Diffusion Graphs	Mar 20, 2018	ClusteringCommunity Detection	CodeCode Available	1
Optimal Bipartite Network Clustering	Mar 15, 2018	ClusteringCommunity Detection	—Unverified	0
Analysis of spectral clustering algorithms for community detection: the general bipartite setting	Mar 12, 2018	ClusteringCommunity Detection	—Unverified	0
Stochastic Block Models with Multiple Continuous Attributes	Mar 7, 2018	AttributeCollaborative Filtering	—Unverified	0
Evaluating Overfit and Underfit in Models of Network Community Structure	Feb 28, 2018	Community DetectionDiagnostic	CodeCode Available	0

Show:10 25 50

← PrevPage 69 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