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Relation Classification datasets
archive 2025-07-2823 datasets carry the task tag "Relation Classification" (the task itself: Relation Classification), ordered by the archive's paper count. Page 1 of 1: 23 shown of 23. 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 52Relation Classification 23
Relation Classification datasets 1–23 of 23
TACRED (The TAC Relation Extraction Dataset)
TACRED is a large-scale relation extraction dataset with 106,264 examples built over newswire and web text from the corpus used in the yearly TAC Knowledge Base Population (TAC KBP) challenges.
204 papers · 2 benchmarks
FewRel (Few-Shot Relation Classification Dataset)
The FewRel (Few-Shot Relation Classification Dataset) contains 100 relations and 70,000 instances from Wikipedia.
189 papers · 3 benchmarks
A more challenging task to investigate two aspects of few-shot relation classification models: (1) Can they adapt to a new domain with only a handful of instances?
38 papers · 0 benchmarks
MATRES (Multi-Axis Temporal RElations for Start-points)
This is the Multi-Axis Temporal RElations for Start-points (i.e., MATRES) dataset
16 papers · 2 benchmarks
GUM (Georgetown University Multilayer corpus)
GUM is an open source multilayer English corpus of richly annotated texts from twelve text types.
13 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
The Discovery datasets consists of adjacent sentence pairs (s1,s2) with a discourse marker (y) that occurred at the beginning of s2.
10 papers · 1 benchmark
The TACRED-Revisited dataset improves the crowd-sourced TACRED dataset for relation extraction by relabeling the dev and test sets using expert linguistic annotators.
7 papers · 1 benchmark
RELX is a benchmark dataset for cross-lingual relation classification in English, French, German, Spanish and Turkish.
6 papers · 0 benchmarks
CrossRE is a cross-domain benchmark for Relation Extraction (RE), which comprises six distinct text domains and includes multi-label annotations.
5 papers · 0 benchmarks
LabPics (LabPics Dataset for computer vision for autonomous chemistry labs and medical labs)
LabPics Chemistry Dataset Dataset for computer vision for materials segmentation and classification in chemistry labs, medical labs, and any setting where materials are handled inside containers.
5 papers · 0 benchmarks
DISRPT2021 (DISRPT2021 shared task on Discourse Unit Segmentation, Connective Detection and Discourse Relation Classification)
The DISRPT 2021 shared task, co-located with CODI 2021 at EMNLP, introduces the second iteration of a cross-formalism shared task on discourse unit segmentation and connective detection, as well as the first iteration of a cross-formalism…
3 papers · 0 benchmarks
FREDo is a Few-Shot Document-Level Relation Extraction Benchmark based on DocRED and SciERC.
3 papers · 2 benchmarks
SupplyGraph (SupplyGraph: A Benchmark Dataset for Supply Chain Planning using Graph Neural Networks)
Graph Neural Networks (GNNs) have gained traction across different domains such as transportation, bio-informatics, language processing, and computer vision.
3 papers · 0 benchmarks
CORE (Company Relation Extraction)
Click to add a brief description of the dataset (Markdown and LaTeX enabled).
2 papers · 0 benchmarks
DRI Corpus (Dr. Inventor Multi-layer Scientific Corpus)
The Dr.
2 papers · 2 benchmarks
MultiTACRED is a multilingual version of the large-scale TAC Relation Extraction Dataset.
2 papers · 0 benchmarks
PcMSP is a dataset annotated from 305 open access scientific articles for material science information extraction that simultaneously contains the synthesis sentences extracted from the experimental paragraphs, as well as the entity…
2 papers · 0 benchmarks
The AbstRCT dataset consists of randomized controlled trials retrieved from the MEDLINE database via PubMed search.
1 paper · 2 benchmarks
The relational pattern similarity dataset is a new dataset upon the work of Zeichner et al.
1 paper · 0 benchmarks
Green family of datasets for emergent communications on relations.
1 paper · 0 benchmarks
533 parallel examples sampled from TACRED, translated into Russian and Korean (and 3 additional examples in Russian), accompanied with tranlsation of a list of trigger words collected for the different relations.
1 paper · 0 benchmarks
TFH_Annotated_Dataset (Thin_Film_head_relevant_Patent_Annotated_Dataset)
Dataset Introduction TFHAnnotatedDataset is an annotated patent dataset pertaining to thin film head technology in hard-disk.
0 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.