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Information Retrieval datasets
archive 2025-07-2893 datasets carry the task tag "Information Retrieval" (the task itself: Information Retrieval), ordered by the archive's paper count. Page 2 of 2: 45 shown of 93. 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
Information Retrieval datasets 49–93 of 93
BSARD (Belgian Statutory Article Retrieval Dataset)
The Belgian Statutory Article Retrieval Dataset (BSARD) is a French native corpus for studying statutory article retrieval.
6 papers · 1 benchmark
Microsoft Research Social Media Conversation Corpus consists of 127M context-message-response triples from the Twitter FireHose, covering the 3-month period June 2012 through August 2012.
6 papers · 0 benchmarks
TutorialBank is a publicly available dataset which aims to facilitate NLP education and research.
6 papers · 0 benchmarks
CQADupStack is a benchmark dataset for community question-answering research.
5 papers · 1 benchmark
Coached Conversational Preference Elicitation is a dataset consisting of 502 English dialogs with 12,000 annotated utterances between a user and an assistant discussing movie preferences in natural language.
5 papers · 0 benchmarks
Grep-BiasIR (Gender Representation-Bias for Information Retrieval)
Grep-BiasIR is a novel thoroughly-audited dataset which aim to facilitate the studies of gender bias in the retrieved results of IR systems.
5 papers · 0 benchmarks
NFCorpus is a full-text English retrieval data set for Medical Information Retrieval.
5 papers · 1 benchmark
The Bach Doodle Dataset is composed of 21.6 million harmonizations submitted from the Bach Doodle.
4 papers · 0 benchmarks
CCPE-M (Coached Conversational Preference Elicitation dataset for Movies)
A dataset consisting of 502 English dialogs with 12,000 annotated utterances between a user and an assistant discussing movie preferences in natural language.
4 papers · 0 benchmarks
Goal is a novel dataset of football (or 'soccer') highlights videos with transcribed live commentaries in English.
4 papers · 0 benchmarks
GoodSounds dataset contains around 28 hours of recordings of single notes and scales played by 15 different professional musicians, all of them holding a music degree and having some expertise in teaching.
4 papers · 0 benchmarks
MuMu is a new dataset of more than 31k albums classified into 250 genre classes.
4 papers · 0 benchmarks
SV-Ident (Survey Variable Identification)
SV-Ident comprises 4,248 sentences from social science publications in English and German.
4 papers · 2 benchmarks
WikiCLIR is a large-scale (German-English) retrieval data set for Cross-Language Information Retrieval (CLIR).
4 papers · 0 benchmarks
i2b2 De-identification Dataset (Informatics for Integrating Biology and the Bedside (i2b2) Project — De-identification Dataset)
This dataset contains 1304 de-identified longitudinal medical records describing 296 patients.
4 papers · 1 benchmark
COSIAN (a collection of singing voice annotation)
COSIAN is an annotation collection of Japanese popular (J-POP) songs, focusing on singing style and expression of famous solo-singers.
3 papers · 0 benchmarks
DAWT (Densely Annotated Wikipedia Texts)
The DAWT dataset consists of Densely Annotated Wikipedia Texts across multiple languages.
3 papers · 0 benchmarks
DICE: a Dataset of Italian Crime Event news (from Gazzetta di Modena [2011-2021])
The dataset contains the main components of the news articles published online by the newspaper named Gazzetta di Modena: url of the web page, title, sub-title, text, date of publication, crime category assigned to each news article by the…
3 papers · 0 benchmarks
A corpus of 553k news articles from six Persian news websites and agencies with relatively high quality author extracted keyphrases, which is then filtered and cleaned to achieve higher quality keyphrases.
3 papers · 0 benchmarks
A new large-scale retail product dataset for fine-grained image classification.
3 papers · 0 benchmarks
ResQ (Real-world Spatial Question Answering)
ReSQ is a real-world Spatial Question Answering dataset with human-generated questions built on an existing corpus with SpRL annotations.
3 papers · 0 benchmarks
The TREC News Track features modern search tasks in the news domain.
3 papers · 1 benchmark
Nowadays, individuals tend to engage in dialogues with Large Language Models, seeking answers to their questions.
3 papers · 0 benchmarks
BoostCLIR is a bilingual (Japanese-English) corpus of patent abstracts, extracted from the MAREC patent data, and the data from the NTCIR PatentMT workshop collections, accompanied with relevance judgements for the task of patent prior-art…
2 papers · 0 benchmarks
The Large-Scale CLIR Dataset is a retrieval dataset built for Cross-Language Information Retrieval (CLIR).
2 papers · 0 benchmarks
ORCAS-I (Queries Annotated with Intent using Weak Supervision)
A labelled version of the ORCAS click-based dataset of Web queries, which provides 18 million connections to 10 million distinct queries.
2 papers · 1 benchmark
ThreatGram 101 - Extreme Telegram Data (ThreatGram 101 - Extreme Telegram Replies Data with Threat Levels)
Data 1: Raw and Unlabeled; 2 million unlabeled replies from 17 Telegram channels.
2 papers · 1 benchmark
2 papers · 0 benchmarks
This paper is a condensed report on the second year of the Touché shared task on argument retrieval held at CLEF 2021.
2 papers · 0 benchmarks
CoSQA+ (CoSQA_Plus)
Click to add a brief description of the dataset (Markdown and LaTeX enabled).
1 paper · 0 benchmarks
CompMix-IR Dataset Overview: Characteristics: CompMix-IR is a heterogeneous knowledge retrieval benchmark dataset, featuring four knowledge types (text, knowledge graphs, tables, and infoboxes), 9,400+ QA pairs, and a corpus of 10 million…
1 paper · 0 benchmarks
FZ queries (FindZebra queries)
A set of 248 search queries annotated with the correct diagnosis.
1 paper · 0 benchmarks
GLARE (Guided LexRank for Advanced Retrieval in Legal Analysis)
The Guided Lexrank algorithm is applied to dataset specialappeal.csv to summarize the texts of legal documents.
1 paper · 0 benchmarks
This data adds textual meta-infomation data to two existing corpora for cross language information retrieval: BoostCLIR, and the Large Scale CLIR Dataset (wiki-clir).
1 paper · 0 benchmarks
We introduce OpenDebateEvidence, a comprehensive dataset for argument mining and summarization sourced from the American Competitive Debate community.
1 paper · 0 benchmarks
The Persian Reverse Dictionary Dataset is a collection of 855217 words along with the phrases describing them.
1 paper · 0 benchmarks
Phrase in Context is a curated benchmark for phrase understanding and semantic search, consisting of three tasks of increasing difficulty: Phrase Similarity (PS), Phrase Retrieval (PR) and Phrase Sense Disambiguation (PSD).
1 paper · 0 benchmarks
This dataset is the translation of the MS-marco dataset, marking it the first large-scale urdu IR dataset.
1 paper · 0 benchmarks
Urdu News Headlines Dataset with VOA and BBC An Urdu news headlines dataset is a collection of news headlines in the Urdu language, typically scraped from news websites and social media platforms.
1 paper · 1 benchmark
WMT 2014 Medical (WMT 2014 Medical Translation Task)
The Medical Translation Task of WMT 2014 addresses the problem of domain-specific and genre-specific machine translation.
1 paper · 0 benchmarks
WikiPII, an automatically labeled dataset composed of Wikipedia biography pages, annotated for personal information extraction.
1 paper · 0 benchmarks
diaforge-utc-r-0725 (DiaFORGE UTC: Unified Tool-Calling Conversations Dataset)
Dataset for our paper Disambiguation-Centric Finetuning Makes Enterprise Tool-Calling LLMs More Realistic and Less Risky which includes 5000 enterprise tools and the corresponding dialogues generated using DiaFORGE UTC data engine.
1 paper · 0 benchmarks
MedleyDB 2.0 is a superset of the MedleyDB – a dataset of annotated, royalty-free multitrack recordings.
0 papers · 0 benchmarks
NIAN (Needle in a Needlestack)
The Needle in a Needlestack (NIAN) is a new benchmark designed to measure how well Language Learning Models (LLMs) pay attention to the information in their context window¹.
0 papers · 0 benchmarks
PANACEA (PANACEA dataset - Heterogeneous COVID-19 Claims)
The peer-reviewed publication for this dataset has been presented in the 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), and can be accessed here:…
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.