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Text Classification datasets
archive 2025-07-28167 datasets carry the task tag "Text Classification" (the task itself: Text Classification), ordered by the archive's paper count. Page 1 of 4: 48 shown of 167. 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
Text Classification datasets 1–48 of 167
The MNIST database (Modified National Institute of Standards and Technology database) is a large collection of handwritten digits.
7,651 papers · 44 benchmarks
GLUE (General Language Understanding Evaluation benchmark)
General Language Understanding Evaluation (GLUE) benchmark is a collection of nine natural language understanding tasks, including single-sentence tasks CoLA and SST-2, similarity and paraphrasing tasks MRPC, STS-B and QQP, and natural…
3,197 papers · 13 benchmarks
SST (Stanford Sentiment Treebank)
The Stanford Sentiment Treebank is a corpus with fully labeled parse trees that allows for a complete analysis of the compositional effects of sentiment in language.
2,354 papers · 6 benchmarks
The Stanford Sentiment Treebank is a corpus with fully labeled parse trees that allows for a complete analysis of the compositional effects of sentiment in language.
1,808 papers · 2 benchmarks
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
AG News (AG’s News Corpus)
AG News (AG’s News Corpus) is a subdataset of AG's corpus of news articles constructed by assembling titles and description fields of articles from the 4 largest classes (“World”, “Sports”, “Business”, “Sci/Tech”) of AG’s Corpus.
969 papers · 9 benchmarks
BoolQ (Boolean Questions)
BoolQ is a question answering dataset for yes/no questions containing 15942 examples.
701 papers · 5 benchmarks
The Reddit dataset is a graph dataset from Reddit posts made in the month of September, 2014.
699 papers · 8 benchmarks
DBpedia (from "DB" for "database") is a project aiming to extract structured content from the information created in the Wikipedia project.
597 papers · 4 benchmarks
RCV1 (Reuters Corpus Volume 1)
The RCV1 dataset is a benchmark dataset on text categorization.
336 papers · 6 benchmarks
OpenWebText is an open-source recreation of the WebText corpus.
207 papers · 2 benchmarks
Dataset of hate speech annotated on Internet forum posts in English at sentence-level.
180 papers · 1 benchmark
MTEB (Massive Text Embedding Benchmark)
MTEB is a benchmark that spans 8 embedding tasks covering a total of 56 datasets and 112 languages.
155 papers · 6 benchmarks
e-SNLI is used for various goals, such as obtaining full sentence justifications of a model's decisions, improving universal sentence representations and transferring to out-of-domain NLI datasets.
139 papers · 1 benchmark
The Yahoo!
132 papers · 2 benchmarks
131 papers · 5 benchmarks
CARER (Contextualized Affect Representations for Emotion Recognition)
CARER is an emotion dataset collected through noisy labels, annotated via distant supervision as in (Go et al., 2009).
123 papers · 2 benchmarks
Covers multiple aspects of the issue.
105 papers · 2 benchmarks
CLUE (Chinese Language Understanding Evaluation Benchmark)
CLUE is a Chinese Language Understanding Evaluation benchmark.
99 papers · 8 benchmarks
This dataset is for evaluating the performance of intent classification systems in the presence of "out-of-scope" queries, i.e., queries that do not fall into any of the system-supported intent classes.
87 papers · 5 benchmarks
The Yelp Dataset is a valuable resource for academic research, teaching, and learning.
86 papers · 15 benchmarks
TweetEval introduces an evaluation framework consisting of seven heterogeneous Twitter-specific classification tasks.
84 papers · 1 benchmark
TrecQA (Text Retrieval Conference Question Answering)
Text Retrieval Conference Question Answering (TrecQA) is a dataset created from the TREC-8 (1999) to TREC-13 (2004) Question Answering tracks.
73 papers · 3 benchmarks
The Reuters-21578 dataset is a collection of documents with news articles.
66 papers · 5 benchmarks
WOS (Web of Science Dataset)
Web of Science (WOS) is a document classification dataset that contains 46,985 documents with 134 categories which include 7 parents categories.
59 papers · 4 benchmarks
PearRead is a dataset of scientific peer reviews.
42 papers · 0 benchmarks
Amazon Product Data (rithik)
This dataset contains product reviews and metadata from Amazon, including 142.8 million reviews spanning May 1996 - July 2014.
41 papers · 5 benchmarks
BLURB (Biomedical Language Understanding and Reasoning Benchmark)
BLURB is a collection of resources for biomedical natural language processing.
40 papers · 2 benchmarks
The Yelp Reviews Polarity dataset is obtained from the Yelp Dataset Challenge in 2015 (1,569,264 samples that have review text).
37 papers · 0 benchmarks
Arxiv HEP-TH (high energy physics theory) citation graph is from the e-print arXiv and covers all the citations within a dataset of 27,770 papers with 352,807 edges.
35 papers · 5 benchmarks
MR (MR Movie Reviews)
MR Movie Reviews is a dataset for use in sentiment-analysis experiments.
28 papers · 3 benchmarks
WNUT-2020 Task 2 (WNUT-2020 Task 2: Identification of Informative COVID-19 English Tweets)
Briefly describe the dataset.
28 papers · 1 benchmark
The 20 Newsgroups data set is a collection of approximately 20,000 newsgroup documents, partitioned (nearly) evenly across 20 different newsgroups.
27 papers · 5 benchmarks
300 news articles annotated with 1,727 bias spans and find evidence that informational bias appears in news articles more frequently than lexical bias.
27 papers · 0 benchmarks
Evidence Inference is a corpus for this task comprising 10,000+ prompts coupled with full-text articles describing RCTs.
27 papers · 0 benchmarks
BioRED is a first-of-its-kind biomedical relation extraction dataset with multiple entity types (e.g.
25 papers · 3 benchmarks
Moral Stories is a crowd-sourced dataset of structured narratives that describe normative and norm-divergent actions taken by individuals to accomplish certain intentions in concrete situations, and their respective consequences.
24 papers · 0 benchmarks
EURLEX57K is a new publicly available legal LMTC dataset, dubbed EURLEX57K, containing 57k English EU legislative documents from the EUR-LEX portal, tagged with ∼4.3k labels (concepts) from the European Vocabulary (EUROVOC).
23 papers · 1 benchmark
KLUE (Korean Language Understanding Evaluation)
Korean Language Understanding Evaluation (KLUE) benchmark is a series of datasets to evaluate natural language understanding capability of Korean language models.
21 papers · 1 benchmark
The Terms of Service dataset is a law dataset corresponding to the task of identifying whether contractual terms are potentially unfair.
21 papers · 1 benchmark
PubMed RCT (PubMed 200k RCT)
PubMed 200k RCT is new dataset based on PubMed for sequential sentence classification.
20 papers · 0 benchmarks
LSHTC is a dataset for large-scale text classification.
18 papers · 0 benchmarks
TuringBench is a benchmark environment that contains : - Benchmark tasks- Turing Test (i.e., human vs.
18 papers · 2 benchmarks
SMHD (Self-reported Mental Health Diagnoses)
A novel large dataset of social media posts from users with one or multiple mental health conditions along with matched control users.
16 papers · 0 benchmarks
The TweepFake dataset consists of 25,572 social media messages posted either by bots or humans on Twitter.
16 papers · 1 benchmark
BeerAdvocate is a dataset that consists of beer reviews from beeradvocate.
15 papers · 1 benchmark
Development of a benchmark corpus to support the automatic extraction of drug-related adverse effects from medical case reports.
14 papers · 3 benchmarks
The IndoNLU benchmark is a collection of resources for training, evaluating, and analyzing natural language understanding systems for Bahasa Indonesia.
14 papers · 2 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.