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 461–470 of 919 papers

Title	Date	Tasks	Status	Hype
Community detection in networks using graph embeddings	Sep 11, 2020	ClusteringCommunity Detection	—Unverified	0
Detecting User Community in Sparse Domain via Cross-Graph Pairwise Learning	Sep 6, 2020	Community Detection	—Unverified	0
Efficient Personalized Community Detection via Genetic Evolution	Sep 6, 2020	Community DetectionLink Prediction	—Unverified	0
Online Estimation and Community Detection of Network Point Processes for Event Streams	Sep 3, 2020	Community DetectionOnline Community Detection	CodeCode Available	0
Exact Recovery of Community Detection in k-Community Gaussian Mixture Model	Aug 29, 2020	Community Detection	—Unverified	0
Community-Aware Graph Signal Processing	Aug 24, 2020	Community DetectionDenoising	—Unverified	0
TopicBERT: A Transformer transfer learning based memory-graph approach for multimodal streaming social media topic detection	Aug 16, 2020	Community DetectionGraph Mining	—Unverified	0
Improving Smart Conference Participation through Socially-Aware Recommendation	Aug 9, 2020	Community Detection	—Unverified	0
Spectral Algorithms for Community Detection in Directed Networks	Aug 9, 2020	ClusteringCommunity Detection	—Unverified	0
Community models for networks observed through edge nominations	Aug 9, 2020	ClusteringCommunity Detection	—Unverified	0

Show:10 25 50

← PrevPage 47 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