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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 781–790 of 919 papers

Title	Date	Tasks	Status	Hype
Bayesian estimation of the latent dimension and communities in stochastic blockmodels	Apr 6, 2019	Community Detection	CodeCode Available	0
Detecting community structure using label propagation with weighted coherent neighborhood propinquity	Jul 15, 2013	Community Detection	CodeCode Available	0
Structure and inference in hypergraphs with node attributes	Nov 7, 2023	Community DetectionHyperedge Prediction	CodeCode Available	0
Parameterized Correlation Clustering in Hypergraphs and Bipartite Graphs	Feb 21, 2020	ClusteringCommunity Detection	CodeCode Available	0
Identifying Hubs Through Influential Nodes in Transportation Network by Using a Gravity Centrality Approach	Jun 10, 2025	Community Detection	CodeCode Available	0
Artificial Benchmark for Community Detection with Outliers (ABCD+o)	Jan 13, 2023	Community Detection	CodeCode Available	0
Detecting Propagators of Disinformation on Twitter Using Quantitative Discursive Analysis	Oct 11, 2022	Community Detection	CodeCode Available	0
Multi-view Banded Spectral Clustering with Application to ICD9 Clustering	Apr 6, 2018	ClusteringCommunity Detection	CodeCode Available	0
Unsupervised segmentation of irradiationx2010induced orderx2010disorder phase transitions in electron microscopy	Nov 14, 2023	Community DetectionSegmentation	CodeCode Available	0
Vec2GC -- A Graph Based Clustering Method for Text Representations	Apr 15, 2021	ClusteringCommunity Detection	CodeCode Available	0

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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