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Graph Clustering datasets

archive 2025-07-28

19 datasets carry the task tag "Graph Clustering" (the task itself: Graph Clustering), ordered by the archive's paper count. Page 1 of 1: 19 shown of 19. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Graph Clustering 19

Graph Clustering datasets 1–19 of 19

Pubmed
The PubMed dataset consists of 19717 scientific publications from PubMed database pertaining to diabetes classified into one of three classes.
GraphsNode ClassificationLink PredictionText SummarizationGraph ClassificationLanguage ModellingNode Clustering+6 tasks
1,236 papers · 19 benchmarks
Cora
The Cora dataset consists of 2708 scientific publications classified into one of seven classes.
GraphsNode ClassificationLink PredictionGraph ClassificationDocument ClassificationNode ClusteringCommunity Detection+2 tasks
602 papers · 18 benchmarks
Citeseer
The CiteSeer dataset consists of 3312 scientific publications classified into one of six classes.
GraphsNode ClassificationLink PredictionGraph ClassificationNode ClusteringCommunity DetectionGraph Clustering
381 papers · 13 benchmarks
SNAP (Stanford Large Network Dataset Collection)
SNAP is a collection of large network datasets.
GraphsLink PredictionCommunity DetectionGraph Clustering
174 papers · 0 benchmarks
Orkut
Orkut is a social network dataset consisting of friendship social network and ground-truth communities from Orkut.com on-line social network where users form friendship each other.
GraphsLink PredictionCommunity DetectionGraph Clustering
85 papers · 0 benchmarks
Friendster
Friendster is an on-line gaming network.
GraphsNode ClassificationGraph ClusteringGraph Sampling
65 papers · 0 benchmarks
Email-EU
EmailEU is a directed temporal network constructed from email exchanges in a large European research institution for a 803-day period.
GraphsLink PredictionCommunity DetectionGraph Clustering
33 papers · 0 benchmarks
Netzschleuder (network catalogue, repository and centrifuge)
This is a catalogue and repository of network datasets with the aim of aiding scientific research.
GraphsGraph ClusteringNetwork PruningNetwork EmbeddingNetwork Community PartitionGraphon EstimationGraph Mining+1 tasks
5 papers · 0 benchmarks
97 synthetic datasets
97 synthetic datasets consists of 97 datasets (as illustrated in the figure) and can be used to test graph-based clustering algorithms.
Clustering Algorithms EvaluationGraph Clustering
3 papers · 1 benchmark
Placenta
Placenta is a benchmark dataset for node classification in an underexplored domain: predicting microanatomical tissue structures from cell graphs in placenta histology whole slide images.
GraphsBiomedicalMedicalNode ClassificationCommunity DetectionGraph Clustering
3 papers · 1 benchmark
SLNET (SLNET: A Redistributable Corpus of 3rd-party Simulink Models)
SLNET is collection of third party Simulink models.
GraphsLanguage ModellingGraph ClusteringCode Completion
3 papers · 0 benchmarks
TrackML challenge Throughput phase dataset (Tracking Machine Learning Challenge)
The dataset comprises multiple independent events, where each event contains simulated measurements (essentially 3D points) of particles generated in a collision between proton bunches at the Large Hadron Collider at CERN.
Graph Clustering3D Object Tracking
2 papers · 0 benchmarks
Biase et al
Source: Cell fate inclination within 2-cell and 4-cell mouse embryos revealed by single-cell RNA sequencing
Graph Clustering
1 paper · 1 benchmark
Deng et al
Source: Single-cell RNA-seq reveals dynamic, random monoallelic gene expression in mammalian cells
Graph Clustering
1 paper · 1 benchmark
Goolam et al
Source: Heterogeneity in Oct4 and Sox2 Targets Biases Cell Fate in 4-Cell Mouse Embryos
Graph Clustering
1 paper · 1 benchmark
Perfume Co-Preference Network
The Perfume Co-Preference Network dataset comprises comprehensive user reviews and ratings collected from the Persian retail platform Atrafshan.
TextsGraphsTablesCommunity DetectionGraph ClusteringNetwork Community Partitiongraph constructionPersian Sentiment AnalysisSentiment Classification
1 paper · 0 benchmarks
Pollen et al
TPM values together with cell type annotations that were obtained from Alex Pollen on 15/10/15 Source: Low-coverage single-cell mRNA sequencing reveals cellular heterogeneity and activated signaling pathways in developing cerebral cortex
BiologyGraph Clustering
1 paper · 1 benchmark
Treutlein et al
Source: Reconstructing lineage hierarchies of the distal lung epithelium using single-cell RNA-seq
Graph Clustering
1 paper · 1 benchmark
Yan et al
Source: Single-cell RNA-Seq profiling of human preimplantation embryos and embryonic stem cells
Graph Clustering
1 paper · 1 benchmark

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.