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Semantic Textual Similarity datasets

archive 2025-07-28

19 datasets carry the task tag "Semantic Textual Similarity" (the task itself: Semantic Textual Similarity), ordered by the archive's paper count. Page 1 of 1: 19 shown of 19. 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 52Semantic Textual Similarity 19

Semantic Textual Similarity datasets 1–19 of 19

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…
TextsClassificationText ClassificationText GenerationFew-Shot LearningNatural Language InferenceSemantic Textual Similarity+8 tasks
3,197 papers · 13 benchmarks
HumanEval
This is an evaluation harness for the HumanEval problem solving dataset described in the paper "Evaluating Large Language Models Trained on Code".
TextsCode GenerationSemantic Textual SimilarityHumanEvalMTEB BenchmarkSTS BenchmarkAllNLI Triplet
1,201 papers · 1 benchmark
MRPC (Microsoft Research Paraphrase Corpus)
Microsoft Research Paraphrase Corpus (MRPC) is a corpus consists of 5,801 sentence pairs collected from newswire articles.
TextsFew-Shot LearningNatural Language InferenceSemantic Textual SimilaritySemantic Textual Similarity within Bi-Encoder
786 papers · 4 benchmarks
SICK (Sentences Involving Compositional Knowledge)
The Sentences Involving Compositional Knowledge (SICK) dataset is a dataset for compositional distributional semantics.
TextsNatural Language InferenceSemantic Textual SimilaritySemantic SimilarityTabular Data Generation
348 papers · 5 benchmarks
SentEval
SentEval is a toolkit for evaluating the quality of universal sentence representations.
TextsSemantic Textual SimilarityLinear-Probe Classification
168 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.
TextsText ClassificationText SummarizationInformation RetrievalSemantic Textual SimilarityText ClusteringText Retrieval+3 tasks
155 papers · 6 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).
TextsText ClassificationEmotion RecognitionSemantic Textual SimilarityMulti Class Text ClassificationMulti Label Text Classification
123 papers · 2 benchmarks
STS Benchmark (Semantic Textual Similarity)
STS Benchmark comprises a selection of the English datasets used in the STS tasks organized in the context of SemEval between 2012 and 2017.
Semantic Textual SimilaritySTS Benchmark
45 papers · 6 benchmarks
EVALution
EVALution dataset is evenly distributed among the three classes (hypernyms, co-hyponyms and random) and involves three types of parts of speech (noun, verb, adjective).
TextsSemantic Textual SimilarityLexical EntailmentWord Embeddings
28 papers · 0 benchmarks
CxC (Crisscrossed Captions)
Crisscrossed Captions (CxC) contains 247,315 human-labeled annotations including positive and negative associations between image pairs, caption pairs and image-caption pairs.
ImagesTextsSemantic Textual SimilaritySemantic Image SimilaritySemantic Image-Text Similarity
22 papers · 1 benchmark
PIT (Paraphrase and Semantic Similarity in Twitter)
Paraphrase and Semantic Similarity in Twitter (PIT) presents a constructed Twitter Paraphrase Corpus that contains 18,762 sentence pairs.
TextsSemantic Textual SimilarityParaphrase IdentificationSentence Embeddings
22 papers · 1 benchmark
MultiFC
Publicly available dataset of naturally occurring factual claims for the purpose of automatic claim verification.
TextsSemantic Textual SimilaritySemantic SimilarityLearning-To-Rank
21 papers · 0 benchmarks
KorNLI
KorNLI is a Korean Natural Language Inference (NLI) dataset.
TextsNatural Language InferenceSemantic Textual SimilarityNatural Language Understanding
18 papers · 0 benchmarks
PARANMT-50M
PARANMT-50M is a dataset for training paraphrastic sentence embeddings.
TextsMachine TranslationSemantic Textual SimilarityParaphrase Generation
13 papers · 0 benchmarks
JGLUE
JGLUE, Japanese General Language Understanding Evaluation, is built to measure the general NLU ability in Japanese.
Question AnsweringText ClassificationSentiment AnalysisNatural Language InferenceSemantic Textual Similarity
7 papers · 0 benchmarks
SemEval-2014 Task-10
SemEval 2014 is a collection of datasets used for the Semantic Evaluation (SemEval) workshop, an annual event that focuses on the evaluation and comparison of systems that can analyze diverse semantic phenomena in text.
TextsSemantic Textual SimilaritySentence EmbeddingsWord Embeddings
6 papers · 0 benchmarks
GIS (Github Issue Similarity)
This dataset can be used for semantic textual similarity tasks.
Semantic Textual Similarity
2 papers · 0 benchmarks
Interpretable STS
A dataset of sentence pairs annotated following the formalization.
TextsSemantic Textual SimilarityCross-Lingual Semantic Textual SimilarityWord Embeddings
1 paper · 0 benchmarks
CzechNewsDatasetForSTS
The data originate from the journalistic domain in the Czech language.
TextsSemantic Textual Similarity
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.