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 201–210 of 919 papers

Title	Date	Tasks	Status	Hype
NISQ-ready community detection based on separation-node identification	Dec 30, 2022	Community DetectionSociology	—Unverified	0
TxAllo: Dynamic Transaction Allocation in Sharded Blockchain Systems	Dec 22, 2022	Community Detection	—Unverified	0
DCC: A Cascade based Approach to Detect Communities in Social Networks	Dec 21, 2022	Community Detection	—Unverified	0
The Ties that matter: From the perspective of Similarity Measure in Online Social Networks	Dec 21, 2022	Community DetectionRecommendation Systems	—Unverified	0
Direct Comparative Analysis of Nature-inspired Optimization Algorithms on Community Detection Problem in Social Networks	Dec 21, 2022	Community Detection	—Unverified	0
Higher-order Knowledge Transfer for Dynamic Community Detection with Great Changes	Nov 28, 2022	Community DetectionDynamic Community Detection	—Unverified	0
FedCut: A Spectral Analysis Framework for Reliable Detection of Byzantine Colluders	Nov 24, 2022	Community DetectionFederated Learning	—Unverified	0
New Frontiers in Graph Autoencoders: Joint Community Detection and Link Prediction	Nov 16, 2022	Community DetectionLink Prediction	CodeCode Available	1
MGTCOM: Community Detection in Multimodal Graphs	Nov 10, 2022	Community DetectionDeep Clustering	CodeCode Available	0
A Spectral Analysis of Graph Neural Networks on Dense and Sparse Graphs	Nov 6, 2022	Community DetectionNode Classification	CodeCode Available	0

Show:10 25 50

← PrevPage 21 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