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 251–260 of 919 papers

Title	Date	Tasks	Status	Hype
Hypergraph Artificial Benchmark for Community Detection (h-ABCD)	Oct 26, 2022	Community Detection	CodeCode Available	0
Overlapping Community Detection using Dynamic Dilated Aggregation in Deep Residual GCN	Oct 20, 2022	Community DetectionDecoder	CodeCode Available	0
Implicit models, latent compression, intrinsic biases, and cheap lunches in community detection	Oct 17, 2022	Community DetectionDescriptive	—Unverified	0
Detecting Propagators of Disinformation on Twitter Using Quantitative Discursive Analysis	Oct 11, 2022	Community Detection	CodeCode Available	0
Cognitive modelling with multilayer networks: Insights, advancements and future challenges	Oct 2, 2022	Community Detection	—Unverified	0
Trading off Quality for Efficiency of Community Detection: An Inductive Method across Graphs	Sep 29, 2022	Combinatorial OptimizationCommunity Detection	—Unverified	0
Community Detection in Multi-frequency EEG Networks	Sep 26, 2022	Community DetectionEEG	—Unverified	0
Towards Direct Comparison of Community Structures in Social Networks	Sep 26, 2022	Community Detection	—Unverified	0
Exact Recovery of Community Detection in dependent Gaussian Mixture Models	Sep 23, 2022	Community Detection	—Unverified	0
A cost-based multi-layer network approach for the discovery of patient phenotypes	Sep 19, 2022	Community Detection	—Unverified	0

Show:10 25 50

← PrevPage 26 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