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Retrieval datasets
archive 2025-07-2838 datasets carry the task tag "Retrieval" (the task itself: Retrieval), ordered by the archive's paper count. Page 1 of 1: 38 shown of 38. 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 52Retrieval 38
Retrieval datasets 1–38 of 38
The Natural Questions corpus is a question answering dataset containing 307,373 training examples, 7,830 development examples, and 7,842 test examples.
1,404 papers · 9 benchmarks
HotpotQA is a question answering dataset collected on the English Wikipedia, containing about 113K crowd-sourced questions that are constructed to require the introduction paragraphs of two Wikipedia articles to answer.
933 papers · 3 benchmarks
OK-VQA (Outside Knowledge Visual Question Answering)
Outside Knowledge Visual Question Answering (OK-VQA) includes more than 14,000 questions that require external knowledge to answer.
368 papers · 2 benchmarks
The task of PubMedQA is to answer research questions with yes/no/maybe (e.g.: Do preoperative statins reduce atrial fibrillation after coronary artery bypass grafting?) using the corresponding abstracts.
276 papers · 3 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
Polyvore (Polyvore Outfits)
This dataset contains 21,889 outfits from polyvore.com, in which 17,316 are for training, 1,497 for validation and 3,076 for testing.
62 papers · 3 benchmarks
Quora Question Pairs (QQP) dataset consists of over 400,000 question pairs, and each question pair is annotated with a binary value indicating whether the two questions are paraphrase of each other.
55 papers · 8 benchmarks
ALCE (Automatic LLMs' Citation Evaluation)
ALCE is a benchmark for Automatic LLMs' Citation Evaluation.
39 papers · 0 benchmarks
InfoSeek (Visual Information Seeking)
In this project, we introduce InfoSeek, a visual question answering dataset tailored for information-seeking questions that cannot be answered with only common sense knowledge.
36 papers · 2 benchmarks
Attribution, Relation, and Order (ARO) benchmark to systematically evaluate the ability of VLMs to understand different types of relationships, attributes, and order information.
35 papers · 0 benchmarks
ProofNet is a benchmark for autoformalization and formal proving of undergraduate-level mathematics.
27 papers · 0 benchmarks
DIOR-RSVG is a large-scale benchmark dataset of remote sensing data (RSVG).
25 papers · 0 benchmarks
QAMPARI is an ODQA benchmark, where question answers are lists of entities, spread across many paragraphs.
19 papers · 0 benchmarks
xCodeEval is one of the largest executable multilingual multitask benchmarks consisting of 17 programming languages with execution-level parallelism.
15 papers · 0 benchmarks
MVK (Marine Video Kit)
The dataset contains single-shot videos taken from moving cameras in underwater environments.
9 papers · 1 benchmark
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
ShapeTalk (The ShapeTalk Dataset)
ShapeTalk contains over half a million discriminative utterances produced by contrasting the shapes of common 3D objects for a variety of object classes and degrees of similarity.
6 papers · 0 benchmarks
ComFact is a benchmark for commonsense fact linking, where models are given contexts and trained to identify situationally-relevant commonsense knowledge from KGs.
5 papers · 0 benchmarks
DiSCQ (Discharge Summary Clinical Questions)
DiSCQ is a newly curated question dataset composed of 2,000+ questions paired with the snippets of text (triggers) that prompted each question.
4 papers · 0 benchmarks
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
FanOutQA is a high quality, multi-hop, multi-document benchmark for large language models using English Wikipedia as its knowledge base.
3 papers · 0 benchmarks
LLeQA (Long-form Legal Question Answering)
LLeQA is a French native dataset for studying information retrieval and long-form question answering in the legal domain.
3 papers · 0 benchmarks
The ToolLens dataset consists of 18,770 concise yet intentionally multifaceted queries, each associated with 1 to 3 verified tools out of a total of 464, designed to better mimic real-world user interactions.
3 papers · 1 benchmark
DTGB (Dynamic Text-attributed Graph Benchmark)
We introduce Dynamic Text-attributed Graph Benchmark (DTGB), a collection of large-scale, time-evolving graphs from diverse domains, with nodes and edges enriched by dynamically changing text attributes and categories.
2 papers · 0 benchmarks
PoseScript is a dataset that pairs a few thousand 3D human poses from AMASS with rich human-annotated descriptions of the body parts and their spatial relationships.
2 papers · 0 benchmarks
RoMQA is a benchmark for robust, multi-evidence, and multi-answer question answering (QA).
2 papers · 0 benchmarks
CRSB (Context Retrieval Supervision Benchmark)
The Official dataset proposed int the paper Context Awareness Gate For Retrieval Augmented Generation
1 paper · 0 benchmarks
- An evaluation test bed for assessing the robustness of sentence embedding models against user-informed misinformation edits.
1 paper · 0 benchmarks
CoreSearch is a dataset for Cross-Document Event Coreference Search.
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).
1 paper · 0 benchmarks
This is the supporting dataset for the ECCV 2024 paper "MARs: Multi-view Attention Regularizations for Patch-based Feature Recognition of Space Terrain".
1 paper · 0 benchmarks
PTVD is a plot-oriented multimodal dataset in the TV domain.
1 paper · 0 benchmarks
PubMedQA-MetaGen: Metadata-Enriched PubMedQA Corpus Dataset Summary PubMedQA-MetaGen is a metadata-enriched version of the PubMedQA biomedical question-answering dataset, created using the MetaGenBlendedRAG enrichment pipeline.
1 paper · 2 benchmarks
Spiced is a paraphrase dataset of scientific findings annotated for degree of information change.
1 paper · 0 benchmarks
> The StatCan Dialogue Dataset: Retrieving Data Tables through Conversations with Genuine Intents > > Xing Han Lu, Siva Reddy, Harm de Vries > > EACL 2023 | | | | | | | :--: | :--: | :--: | :--: | :--: | | Code | Huggingface | Request on…
1 paper · 1 benchmark
Visual Haystacks (VHs) is a "visual-centric" Needle-In-A-Haystack (NIAH) benchmark specifically designed to evaluate the capabilities of Large Multimodal Models (LMMs) in visual retrieval and reasoning over sets of unrelated images.
1 paper · 0 benchmarks
Multimodal Large Language Models (MLLMs) have shown significant promise in various applications, leading to broad interest from researchers and practitioners alike.
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.