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Graph Embedding datasets

archive 2025-07-28

12 datasets carry the task tag "Graph Embedding" (the task itself: Graph Embedding), ordered by the archive's paper count. Page 1 of 1: 12 shown of 12. 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 Embedding 12

Graph Embedding datasets 1–12 of 12

BioGRID (Biological General Repository for Interaction Datasets)
BioGRID is a biomedical interaction repository with data compiled through comprehensive curation efforts.
GraphsBiomedicalNode ClassificationLink PredictionGraph EmbeddingGene Interaction Prediction
34 papers · 2 benchmarks
LastFM Asia
A social network of LastFM users which was collected from the public API in March 2020.
GraphsGraph EmbeddingGraph Sampling
21 papers · 0 benchmarks
CARD-660
An expert-annotated word similarity dataset which provides a highly reliable, yet challenging, benchmark for rare word representation techniques.
Text ClassificationGraph EmbeddingWord Embeddings
10 papers · 0 benchmarks
ERA (Event Recognition in Aerial videos)
Consists of 2,864 videos each with a label from 25 different classes corresponding to an event unfolding 5 seconds.
Image DehazingGraph EmbeddingWord Embeddings
8 papers · 0 benchmarks
KG20C (A scholarly knowledge graph benchmark dataset)
KG20C is a Knowledge Graph about high quality papers from 20 top computer science Conferences.
GraphsQuestion AnsweringLink PredictionRecommendation SystemsKnowledge GraphsGraph EmbeddingKnowledge Graph Embedding
5 papers · 1 benchmark
IS-A
The IS-A dataset is a dataset of relations extracted from a medical ontology.
TextsGraphsMedicalLink PredictionGraph EmbeddingNetwork Embedding
4 papers · 0 benchmarks
OLPBENCH
OLPBENCH is a large Open Link Prediction benchmark, which was derived from the state-of-the-art Open Information Extraction corpus OPIEC (Gashteovski et al., 2019).
TextsGraph EmbeddingKnowledge Graph EmbeddingsOpen Knowledge Graph Embedding
4 papers · 0 benchmarks
ChEMBL
ChEMBL is a manually curated database of bioactive molecules with drug-like properties.
GraphsGraph EmbeddingGraph structure learningGraph Sampling
2 papers · 0 benchmarks
HeriGraph (Multimodal Machine Learning Datasets on Graphs of Heritage Values and Attributes)
The dataset contains constructed multi-modal features (visual and textual), pseudo-labels (on heritage values and attributes), and graph structures (with temporal, social, and spatial links) constructed using User-Generated Content data…
ImagesTextsGraphsEnvironmentNode ClassificationLink PredictionSemi-Supervised Image ClassificationNode ClusteringDynamic Link PredictionMulti-Modal Document Classification+2 tasks
2 papers · 0 benchmarks
AIDS Antiviral Screen
The AIDS Antiviral Screen dataset is a dataset of screens checking tens of thousands of compounds for evidence of anti-HIV activity.
GraphsGraph ClassificationImputationGraph Embedding
1 paper · 0 benchmarks
Financial Dynamic Knowledge Graph
FinDKG: The Global Financial Dynamic Knowledge Graph Dataset FinDKG is an open-source dataset focused on creating a temporally-resolved Financial Dynamic Knowledge Graph.
TextsGraphsFinancialNode ClassificationRelation ExtractionLink PredictionInductive knowledge graph completionNamed Entity RecognitionGraph Embedding+1 tasks
1 paper · 0 benchmarks
Synthetic Dynamic Networks (from Aging, Fitness Preferential Attachment mechanisms)
This dataset accompanies the paper Learning the mechanisms of network growth' by the same authors.
GraphsGraph ClassificationGraph Embedding
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.