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Passage Retrieval datasets

archive 2025-07-28

10 datasets carry the task tag "Passage Retrieval" (the task itself: Passage Retrieval), ordered by the archive's paper count. Page 1 of 1: 10 shown of 10. 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 52Passage Retrieval 10

Passage Retrieval datasets 1–10 of 10

Natural Questions
The Natural Questions corpus is a question answering dataset containing 307,373 training examples, 7,830 development examples, and 7,842 test examples.
TextsQuestion AnsweringRetrievalPassage RetrievalZero-shot Text SearchText RetrievalOpen-Domain Question Answering+1 tasks
1,404 papers · 9 benchmarks
MS MARCO (Microsoft Machine Reading Comprehension Dataset)
The MS MARCO (Microsoft MAchine Reading Comprehension) is a collection of datasets focused on deep learning in search.
TextsQuestion AnsweringInformation RetrievalReading ComprehensionPassage RetrievalText RetrievalPassage Re-Ranking+2 tasks
1,036 papers · 7 benchmarks
BEIR (Benchmarking IR)
BEIR (Benchmarking IR) is a heterogeneous benchmark containing different information retrieval (IR) tasks.
TextsQuestion AnsweringPassage RetrievalZero-shot Text SearchFact CheckingBiomedical Information RetrievalCitation Prediction+6 tasks
311 papers · 10 benchmarks
EntityQuestions
EntityQuestions is a dataset of simple, entity-rich questions based on facts from Wikidata (e.g., "Where was Arve Furset born?
TextsPassage Retrieval
30 papers · 1 benchmark
QAMPARI
QAMPARI is an ODQA benchmark, where question answers are lists of entities, spread across many paragraphs.
TextsQuestion AnsweringRetrievalPassage RetrievalOpen-Domain Question AnsweringAnswer GenerationNatural Questions
19 papers · 0 benchmarks
PeerQA
We present PeerQA, a real-world, scientific, document-level Question Answering (QA) dataset.
TextsQuestion AnsweringPassage RetrievalText RetrievalSentence Retrievalanswerability predictionRAG
12 papers · 3 benchmarks
GermanDPR
GermanDPR is a dataset for passage retrieval in German.
TextsPassage Retrieval
2 papers · 0 benchmarks
CSPRD (Chinese Stock Policy Retrieval Dataset)
The Chinese Stock Policy Retrieval Dataset (CSPRD) contains a Chinese policy corpus of 10,002 articles and 709 prospectus examples from 545 companies listed on China’s Science and Technology Innovation Board (STAR Market).
TextsPassage Retrieval
1 paper · 0 benchmarks
CoreSearch
CoreSearch is a dataset for Cross-Document Event Coreference Search.
TextsQuestion AnsweringRetrievalPassage RetrievalCoreference ResolutionOpen-Domain Question AnsweringCross Document Coreference Resolution
1 paper · 0 benchmarks
DAPFAM (A Domain‑Aware Patent Retrieval Dataset Aggregated at the Family Level)
Dataset DAPFAM See the accompanying paper: Ayaou et al., 2025 — “DAPFAM: A Domain‑Aware Patent Retrieval Dataset Aggregated at the Family Level” (arXiv:2506.22141).
TextsRetrievalPassage RetrievalText RetrievalDocument EmbeddingPatent classification
1 paper · 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.