TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

SotA/Graphs/Community Detection

Community Detection

19 benchmarks919 papers

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.

<span class="description-source">Source: Randomized Spectral Clustering in Large-Scale Stochastic Block Models </span>

Benchmarks

Community Detection on Amazon

F1-scoreAccuracy-NENMI

Community Detection on Cora

NMIACC

Community Detection on Citeseer

ACCNMI

Community Detection on DBLP

F1-Score

Community Detection on Facebook Artists

Modularity

Community Detection on Facebook Athletes

Modularity

Community Detection on Facebook Celebrities

Modularity

Community Detection on Facebook Companies

Modularity

Community Detection on Facebook Government

Modularity

Community Detection on Facebook Media

Modularity

Community Detection on Facebook Politicians

Modularity

Community Detection on Facebook TV Show

Modularity

Community Detection on Pubmed

ACCNMI

Community Detection on Twitter-HyDrug

Jaccard