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Texts datasets
archive 2025-07-283,130 datasets carry the modality tag "Texts", ordered by the archive's paper count. Page 5 of 66: 48 shown of 3,130. 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 39 modality tags shown of 39, by dataset count; the full filter by modality, task and language is on /datasets
All 12,172
Images 3,239Texts 3,130Videos 1,014Audio 480Medical 3943D 380Time series 294Graphs 282Tabular 267Speech 197RGB-D 190Environment 147Point cloud 134Biomedical 122LiDAR 94RGB Video 87Tracking 77Biology 70Actions 673d meshes 64Tables 50Music 47EEG 44Hyperspectral images 44Stereo 44MRI 39Physics 32Interactive 29Dialog 25Midi 226D 17Replay data 11Financial 10Ranking 10Cad 9fMRI 7Parallel 6Lyrics 2PSG 2
Texts datasets 193–240 of 3,130
SimpleQuestions is a large-scale factoid question answering dataset.
120 papers · 2 benchmarks
VATEX (Video And TEXt)
VATEX is multilingual, large, linguistically complex, and diverse dataset in terms of both video and natural language descriptions.
118 papers · 3 benchmarks
WritingPrompts is a large dataset of 300K human-written stories paired with writing prompts from an online forum.
118 papers · 1 benchmark
FLoRes-200 doubles the existing language coverage of FLoRes-101.
117 papers · 1 benchmark
KILT (KILT Benchmark)
KILT (Knowledge Intensive Language Tasks) is a benchmark consisting of 11 datasets representing 5 types of tasks: Fact-checking (FEVER), Entity linking (AIDA CoNLL-YAGO, WNED-WIKI, WNED-CWEB), Slot filling (T-Rex, Zero Shot RE), Open…
117 papers · 11 benchmarks
Visual Entailment (VE) consists of image-sentence pairs whereby a premise is defined by an image, rather than a natural language sentence as in traditional Textual Entailment tasks.
117 papers · 2 benchmarks
The MRQA (Machine Reading for Question Answering) dataset is a dataset for evaluating the generalization capabilities of reading comprehension systems.
116 papers · 1 benchmark
This corpus comprises of monolingual data for 100+ languages and also includes data for romanized languages.
115 papers · 0 benchmarks
LRS2 (Lip Reading Sentences 2)
The Oxford-BBC Lip Reading Sentences 2 (LRS2) dataset is one of the largest publicly available datasets for lip reading sentences in-the-wild.
115 papers · 10 benchmarks
The Stack contains over 3TB of permissively-licensed source code files covering 30 programming languages crawled from GitHub.
115 papers · 0 benchmarks
MCTest is a freely available set of stories and associated questions intended for research on the machine comprehension of text.
114 papers · 2 benchmarks
QASC (Question Answering via Sentence Composition)
QASC is a question-answering dataset with a focus on sentence composition.
114 papers · 0 benchmarks
Visual7W is a large-scale visual question answering (QA) dataset, with object-level groundings and multimodal answers.
112 papers · 1 benchmark
Reading Comprehension with Commonsense Reasoning Dataset (ReCoRD) is a large-scale reading comprehension dataset which requires commonsense reasoning.
111 papers · 1 benchmark
FinQA is a new large-scale dataset with Question-Answering pairs over Financial reports, written by financial experts.
110 papers · 1 benchmark
Dataset Summary Mind2Web is a dataset for developing and evaluating generalist agents for the web that can follow language instructions to complete complex tasks on any website.
110 papers · 1 benchmark
The Cross-lingual Choice of Plausible Alternatives (XCOPA) dataset is a benchmark to evaluate the ability of machine learning models to transfer commonsense reasoning across languages.
110 papers · 1 benchmark
The Evaluation framework of Raganato et al.
109 papers · 3 benchmarks
CommonGen is constructed through a combination of crowdsourced and existing caption corpora, consists of 79k commonsense descriptions over 35k unique concept-sets.
108 papers · 1 benchmark
MGSM (Multilingual Grade School Math)
Multilingual Grade School Math Benchmark (MGSM) is a benchmark of grade-school math problems.
107 papers · 1 benchmark
NEWSROOM (CORNELL NEWSROOM)
CORNELL NEWSROOM is a large dataset for training and evaluating summarization systems.
107 papers · 0 benchmarks
VIST (Visual Storytelling)
The Visual Storytelling Dataset (VIST) consists of 210,819 unique photos and 50,000 stories.
107 papers · 2 benchmarks
ReDial (Recommendation Dialogues) is an annotated dataset of dialogues, where users recommend movies to each other.
105 papers · 2 benchmarks
ToolBench is an instruction-tuning dataset for tool use, which is created automatically using ChatGPT.
105 papers · 1 benchmark
GAP is a gender-balanced dataset containing 8,908 coreference-labeled pairs of (ambiguous pronoun, antecedent name), sampled from Wikipedia and released by Google AI Language for the evaluation of coreference resolution in practical…
104 papers · 0 benchmarks
ReferIt3D provides two large-scale and complementary visio-linguistic datasets: i) Sr3D, which contains 83.5K template-based utterances leveraging spatial relations among fine-grained object classes to localize a referred object in a…
104 papers · 1 benchmark
GYAFC (Grammarly’s Yahoo Answers Formality Corpus)
Grammarly’s Yahoo Answers Formality Corpus (GYAFC) is the largest dataset for any style containing a total of 110K informal / formal sentence pairs.
103 papers · 2 benchmarks
CosmosQA is a large-scale dataset of 35.6K problems that require commonsense-based reading comprehension, formulated as multiple-choice questions.
102 papers · 0 benchmarks
QASPER is a dataset for question answering on scientific research papers.
102 papers · 1 benchmark
ConvAI2 (Conversational Intelligence Challenge 2)
The ConvAI2 NeurIPS competition aimed at finding approaches to creating high-quality dialogue agents capable of meaningful open domain conversation.
100 papers · 1 benchmark
Recent breakthroughs in diffusion models, multimodal pretraining, and efficient finetuning have led to an explosion of text-to-image generative models.
100 papers · 1 benchmark
CLUE (Chinese Language Understanding Evaluation Benchmark)
CLUE is a Chinese Language Understanding Evaluation benchmark.
99 papers · 8 benchmarks
QuALITY (Question Answering with Long Input Texts, Yes!)
QuALITY (Question Answering with Long Input Texts, Yes!) is a multiple-choice question answering dataset for long document comprehension.
98 papers · 1 benchmark
Contains 145k captions for 28k images.
98 papers · 1 benchmark
The ListOps examples are comprised of summary operations on lists of single digit integers, written in prefix notation.
97 papers · 0 benchmarks
FIGER (Fine-Grained Entity Recognition)
The FIGER dataset is an entity recognition dataset where entities are labelled using fine-grained system 112 tags, such as person/doctor, art/writtenwork and building/hotel.
96 papers · 2 benchmarks
RAVEN consists of 1,120,000 images and 70,000 RPM (Raven's Progressive Matrices) problems, equally distributed in 7 distinct figure configurations.
96 papers · 0 benchmarks
Math23K (Math23K for Math Word Problem Solving)
Math23K is a dataset created for math word problem solving, contains 23, 162 Chinese problems crawled from the Internet.
95 papers · 1 benchmark
The CUHK-PEDES dataset is a caption-annotated pedestrian dataset.
93 papers · 3 benchmarks
CBT (Children’s Book Test)
Children’s Book Test (CBT) is designed to measure directly how well language models can exploit wider linguistic context.
92 papers · 1 benchmark
The TGIF-QA dataset contains 165K QA pairs for the animated GIFs from the TGIF dataset [Li et al.
92 papers · 3 benchmarks
JFLEG (JHU FLuency-Extended GUG corpus)
JFLEG is for developing and evaluating grammatical error correction (GEC).
91 papers · 5 benchmarks
PopQA is an open-domain QA dataset with 14k QA pairs with fine-grained Wikidata entity ID, Wikipedia page views, and relationship type information.
91 papers · 1 benchmark
WikiMatrix is a dataset of parallel sentences in the textual content of Wikipedia for all possible language pairs.
91 papers · 0 benchmarks
E2E (End-to-End NLG Challenge)
End-to-End NLG Challenge (E2E) aims to assess whether recent end-to-end NLG systems can generate more complex output by learning from datasets containing higher lexical richness, syntactic complexity and diverse discourse phenomena.
90 papers · 4 benchmarks
ST-VQA (Scene Text Visual Question Answering)
ST-VQA aims to highlight the importance of exploiting high-level semantic information present in images as textual cues in the VQA process.
90 papers · 0 benchmarks
Winoground is a dataset for evaluating the ability of vision and language models to conduct visio-linguistic compositional reasoning.
90 papers · 1 benchmark
The COCO-Text dataset is a dataset for text detection and recognition.
89 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.