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Link Prediction datasets
archive 2025-07-2867 datasets carry the task tag "Link Prediction" (the task itself: Link Prediction), ordered by the archive's paper count. Page 1 of 2: 48 shown of 67. 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 50 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 52
Link Prediction datasets 1–48 of 67
The IMDb Movie Reviews dataset is a binary sentiment analysis dataset consisting of 50,000 reviews from the Internet Movie Database (IMDb) labeled as positive or negative.
1,787 papers · 9 benchmarks
The MovieLens datasets, first released in 1998, describe people’s expressed preferences for movies.
1,246 papers · 17 benchmarks
The PubMed dataset consists of 19717 scientific publications from PubMed database pertaining to diabetes classified into one of three classes.
1,236 papers · 19 benchmarks
OGB (Open Graph Benchmark)
The Open Graph Benchmark (OGB) is a collection of realistic, large-scale, and diverse benchmark datasets for machine learning on graphs.
1,000 papers · 17 benchmarks
FB15k (Freebase 15K)
The FB15k dataset contains knowledge base relation triples and textual mentions of Freebase entity pairs.
641 papers · 6 benchmarks
The Cora dataset consists of 2708 scientific publications classified into one of seven classes.
602 papers · 18 benchmarks
WN18 (WordNet18)
The WN18 dataset has 18 relations scraped from WordNet for roughly 41,000 synsets, resulting in 141,442 triplets.
485 papers · 3 benchmarks
FB15k-237 is a link prediction dataset created from FB15k.
452 papers · 3 benchmarks
WN18RR is a link prediction dataset created from WN18, which is a subset of WordNet.
394 papers · 3 benchmarks
The CiteSeer dataset consists of 3312 scientific publications classified into one of six classes.
381 papers · 13 benchmarks
YAGO (Yet Another Great Ontology)
Yet Another Great Ontology (YAGO) is a Knowledge Graph that augments WordNet with common knowledge facts extracted from Wikipedia, converting WordNet from a primarily linguistic resource to a common knowledge base.
359 papers · 5 benchmarks
PPI (Protein-Protein Interactions (PPI))
protein roles—in terms of their cellular functions from gene ontology—in various protein-protein interaction (PPI) graphs, with each graph corresponding to a different human tissue [41].
309 papers · 2 benchmarks
259 papers · 2 benchmarks
DBLP (Citation Network Dataset)
The DBLP is a citation network dataset.
218 papers · 4 benchmarks
NELL (Never Ending Language Learning)
NELL is a dataset built from the Web via an intelligent agent called Never-Ending Language Learner.
177 papers · 2 benchmarks
SNAP (Stanford Large Network Dataset Collection)
SNAP is a collection of large network datasets.
174 papers · 0 benchmarks
127 papers · 2 benchmarks
The Yelp2018 dataset is adopted from the 2018 edition of the yelp challenge.
125 papers · 2 benchmarks
113 papers · 2 benchmarks
Wiki-CS is a Wikipedia-based dataset for benchmarking Graph Neural Networks.
111 papers · 1 benchmark
The Yelp Dataset is a valuable resource for academic research, teaching, and learning.
86 papers · 15 benchmarks
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.
85 papers · 0 benchmarks
Douban (Douban Conversation Corpus)
We release Douban Conversation Corpus, comprising a training data set, a development set and a test set for retrieval based chatbot.
81 papers · 4 benchmarks
The AMiner Dataset is a collection of different relational datasets.
80 papers · 1 benchmark
The Long Range Graph Benchmark (LRGB) is a collection of 5 graph learning datasets that arguably require long-range reasoning to achieve strong performance in a given task.
76 papers · 4 benchmarks
Wikidata5m is a million-scale knowledge graph dataset with aligned corpus.
54 papers · 1 benchmark
MMKG is a collection of three knowledge graphs for link prediction and entity matching research.
49 papers · 3 benchmarks
STRING is a collection of protein-protein interaction (PPI) networks.
35 papers · 0 benchmarks
BioGRID (Biological General Repository for Interaction Datasets)
BioGRID is a biomedical interaction repository with data compiled through comprehensive curation efforts.
34 papers · 2 benchmarks
OGB-LSC (OGB Large-Scale Challenge)
OGB Large-Scale Challenge (OGB-LSC) is a collection of three real-world datasets for advancing the state-of-the-art in large-scale graph ML.
34 papers · 3 benchmarks
Decagon (Bio-decagon)
Bio-decagon is a dataset for polypharmacy side effect identification problem framed as a multirelational link prediction problem in a two-layer multimodal graph/network of two node types: drugs and proteins.
33 papers · 1 benchmark
EmailEU is a directed temporal network constructed from email exchanges in a large European research institution for a 803-day period.
33 papers · 0 benchmarks
YAGO3-10 (Yet Another Great Ontology 3-10)
YAGO3-10 is benchmark dataset for knowledge base completion.
20 papers · 1 benchmark
UMLS (Unified Medical Language System)
The Unified Medical Language System (UMLS) is a comprehensive resource that integrates and disseminates essential terminology, classification standards, and coding systems.
19 papers · 1 benchmark
CDCP (Cornell eRulemaking Corpus)
The Cornell eRulemaking Corpus – CDCP is an argument mining corpus annotated with argumentative structure information capturing the evaluability of arguments.
12 papers · 3 benchmarks
FB122 (Freebase-122)
10 papers · 1 benchmark
Arxiv ASTRO-PH (Astro Physics) collaboration network is from the e-print arXiv and covers scientific collaborations between authors papers submitted to Astro Physics category.
10 papers · 0 benchmarks
ProteinKG25 is a large-scale KG dataset with aligned descriptions and protein sequences respectively to GO terms and proteins entities.
8 papers · 0 benchmarks
Wiki (Web Traffic Time Series Forecasting)
Context There's a story behind every dataset and here's your opportunity to share yours.
8 papers · 3 benchmarks
CoDEx comprises a set of knowledge graph completion datasets extracted from Wikidata and Wikipedia that improve upon existing knowledge graph completion benchmarks in scope and level of difficulty.
5 papers · 1 benchmark
CoDEx comprises a set of knowledge graph completion datasets extracted from Wikidata and Wikipedia that improve upon existing knowledge graph completion benchmarks in scope and level of difficulty.
5 papers · 1 benchmark
KG20C (A scholarly knowledge graph benchmark dataset)
KG20C is a Knowledge Graph about high quality papers from 20 top computer science Conferences.
5 papers · 1 benchmark
This is a benchmark set for Traveling salesman problem (TSP) with characteristics that are different from the existing benchmark sets.
5 papers · 1 benchmark
ACM (Association for Computing Machinery
Active Contour Model
algebraic collective model
and-Compare Module
Active Contour Models)
The ACM dataset contains papers published in KDD, SIGMOD, SIGCOMM, MobiCOMM, and VLDB and are divided into three classes (Database, Wireless Communication, Data Mining).
4 papers · 1 benchmark
CoDEx comprises a set of knowledge graph completion datasets extracted from Wikidata and Wikipedia that improve upon existing knowledge graph completion benchmarks in scope and level of difficulty.
4 papers · 1 benchmark
The IS-A dataset is a dataset of relations extracted from a medical ontology.
4 papers · 0 benchmarks
Arxiv GR-QC (General Relativity and Quantum Cosmology collaboration network)
Arxiv GR-QC (General Relativity and Quantum Cosmology) collaboration network is from the e-print arXiv and covers scientific collaborations between authors papers submitted to General Relativity and Quantum Cosmology category.
3 papers · 0 benchmarks
The FB15k-237-low dataset is a variation of the FB15k-237 dataset where relations with a low number of triplets are kept.
3 papers · 0 benchmarks
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.