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 861–870 of 919 papers

Title	Date	Tasks	Status	Hype
Qualitative Comparison of Community Detection Algorithms	Jul 16, 2012	Community Detection	CodeCode Available	0
Online Estimation and Community Detection of Network Point Processes for Event Streams	Sep 3, 2020	Community DetectionOnline Community Detection	CodeCode Available	0
Faithful Density-Peaks Clustering via Matrix Computations on MPI Parallelization System	Jun 18, 2024	ClusteringCommunity Detection	CodeCode Available	0
Learning Persistent Community Structures in Dynamic Networks via Topological Data Analysis	Jan 6, 2024	ClusteringCommunity Detection	CodeCode Available	0
Fast Network Community Detection with Profile-Pseudo Likelihood Methods	Nov 1, 2020	Community DetectionStochastic Block Model	CodeCode Available	0
Perspectives and constraints on neural network models of neurobiological processes	Jul 2, 2022	AnatomyCommunity Detection	CodeCode Available	0
Clubmark: a Parallel Isolation Framework for Benchmarking and Profiling Clustering Algorithms on NUMA Architectures	Nov 17, 2018	BenchmarkingClustering	CodeCode Available	0
Clique percolation method: memory efficient almost exact communities	Oct 4, 2021	Community Detection	CodeCode Available	0
Fault Detection Engine in Intelligent Predictive Analytics Platform for DCIM	Oct 16, 2016	Community DetectionFault Detection	CodeCode Available	0
Learning the Right Layers: a Data-Driven Layer-Aggregation Strategy for Semi-Supervised Learning on Multilayer Graphs	May 31, 2023	ClusteringCommunity Detection	CodeCode Available	0

Show:10 25 50

← PrevPage 87 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