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 181–190 of 919 papers

Title	Date	Tasks	Status	Hype
Spoofing Attack Detection in the Physical Layer with Robustness to User Movement	Oct 17, 2023	Community Detection	—Unverified	0
Restricted Tweedie Stochastic Block Models	Oct 17, 2023	Community DetectionStochastic Block Model	—Unverified	0
Evading Community Detection via Counterfactual Neighborhood Search	Oct 13, 2023	Community Detectioncounterfactual	—Unverified	0
The Map Equation Goes Neural: Mapping Network Flows with Graph Neural Networks	Oct 2, 2023	ClusteringCommunity Detection	CodeCode Available	0
Matrix Factorization in Tropical and Mixed Tropical-Linear Algebras	Sep 25, 2023	Collaborative FilteringCommunity Detection	—Unverified	0
Topology-Agnostic Detection of Temporal Money Laundering Flows in Billion-Scale Transactions	Sep 24, 2023	Community Detection	—Unverified	0
A Comprehensive Review of Community Detection in Graphs	Sep 21, 2023	Community DetectionSociology	—Unverified	0
Using network metrics to explore the community structure that underlies movement patterns	Sep 14, 2023	Community Detection	—Unverified	0
GroupEnc: encoder with group loss for global structure preservation	Sep 6, 2023	ClusteringCommunity Detection	—Unverified	0
Consistency of Lloyd's Algorithm Under Perturbations	Sep 1, 2023	ClusteringCommunity Detection	—Unverified	0

Show:10 25 50

← PrevPage 19 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