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 551–560 of 919 papers

Title	Date	Tasks	Status	Hype	Score
Semi-supervised learning in unbalanced and heterogeneous networks	Jan 7, 2019	ClusteringCommunity Detection	—Unverified	0	0
Semi-Supervised Node Classification on Graphs: Markov Random Fields vs. Graph Neural Networks	Dec 24, 2020	AttributeClassification	—Unverified	0	0
Sentence Packaging in Text Generation from Semantic Graphs as a Community Detection Problem	Nov 1, 2018	Community DetectionSentence	—Unverified	0	0
Sentiment and structure in word co-occurrence networks on Twitter	Oct 1, 2021	Community Detection	—Unverified	0	0
Sequential Changepoint Approach for Online Community Detection	Jul 22, 2014	Community DetectionOnline Community Detection	—Unverified	0	0
Session-based Suggestion of Topics for Geographic Exploratory Search	Mar 25, 2020	Community Detection	—Unverified	0	0
ShapeVis: High-dimensional Data Visualization at Scale	Jan 15, 2020	Community DetectionData Visualization	—Unverified	0	0
SHyPar: A Spectral Coarsening Approach to Hypergraph Partitioning	Oct 9, 2024	ClusteringCommunity Detection	—Unverified	0	0
Signal-Plus-Noise Decomposition of Nonlinear Spiked Random Matrix Models	May 28, 2024	Community Detection	—Unverified	0	0
Signal Recovery from Random Dot-Product Graphs Under Local Differential Privacy	Apr 24, 2025	Community Detection	—Unverified	0	0

Show:10 25 50

← PrevPage 56 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