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 591–600 of 919 papers

Title	Date	Tasks	Status	Hype
Improved Deep Embeddings for Inferencing with Multi-Layered Networks	Sep 20, 2018	Community DetectionLink Prediction	—Unverified	0
Improved mutual information measure for classification and community detection	Jul 29, 2019	ClassificationCommunity Detection	—Unverified	0
Improving Community Detection Performance in Heterogeneous Music Network by Learning Edge-type Usefulness Distribution	May 3, 2021	Community DetectionMusic Recommendation	—Unverified	0
Improving Fine-Tuning with Latent Cluster Correction	Jan 21, 2025	ClusteringCommunity Detection	—Unverified	0
Improving Smart Conference Participation through Socially-Aware Recommendation	Aug 9, 2020	Community Detection	—Unverified	0
Improving Twitter Community Detection through Contextual Sentiment Analysis	Aug 1, 2016	Community DetectionSentiment Analysis	—Unverified	0
Incremental Community Detection in Distributed Dynamic Graph	Oct 12, 2021	ClusteringCommunity Detection	—Unverified	0
Incremental Eigenpair Computation for Graph Laplacian Matrices: Theory and Applications	Dec 13, 2017	ClusteringCommunity Detection	—Unverified	0
Incremental Method for Spectral Clustering of Increasing Orders	Dec 23, 2015	ClusteringCommunity Detection	—Unverified	0
Induced Modularity and Community Detection for Functionally Interpretable Reinforcement Learning	Jan 28, 2025	Community DetectionFairness	—Unverified	0

Show:10 25 50

← PrevPage 60 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