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Key Information Extraction datasets

archive 2025-07-28

12 datasets carry the task tag "Key Information Extraction" (the task itself: Key Information Extraction), ordered by the archive's paper count. Page 1 of 1: 12 shown of 12. 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 52Key Information Extraction 12

Key Information Extraction datasets 1–12 of 12

SROIE
Consists of a dataset with 1000 whole scanned receipt images and annotations for the competition on scanned receipts OCR and key information extraction (SROIE).
Token ClassificationKey Information ExtractionTask 2
105 papers · 2 benchmarks
CORD (Consolidated Receipt Dataset for Post-OCR Parsing)
OCR is inevitably linked to NLP since its final output is in text.
ImagesNamed Entity Recognition (NER)Key Information Extraction
100 papers · 1 benchmark
EPHOIE (phtnsantader@gmail.com)
EPHOIE is a fully-annotated dataset which is the first Chinese benchmark for both text spotting and visual information extraction.
ImagesKey Information ExtractionDocument AI
21 papers · 2 benchmarks
Kleister NDA
Kleister NDA is a dataset for Key Information Extraction (KIE).
TextsKey Information Extraction
17 papers · 1 benchmark
SIBR (SIBR Dataset for VIE in the Wild)
SIBR是面向自然场景视觉信息抽取的数据集。 1）SIBR总的有1000张图片，400张测试，600张训练，包括中文、英文两种语言。 2）包含images.zip、label.zip、train.txt、test.txt四个文件，images.zip、label.zip中包含所有图片和标签，通过train.txt和test.txt区分训练和测试。…
ImagesTextsKey Information ExtractionKey-value Pair Extraction
14 papers · 1 benchmark
DocILE
DocILE is a large dataset of business documents for the tasks of Key Information Localization and Extraction and Line Item Recognition.
ImagesTextsKey Information ExtractionLine Items Extraction
11 papers · 0 benchmarks
Information Extraction from Tables (Extraction materials compositions from tables of materials science research papers)
Click to add a brief description of the dataset (Markdown and LaTeX enabled).
TabularTable annotationKey Information Extraction
3 papers · 0 benchmarks
ETD500
The paper used 500 scanned Electronic Theses and Dissertation cover pages (i.e., front pages).
Key Information Extraction
2 papers · 1 benchmark
SIMARA (SIMARA: a database for key-value information extraction from full-page handwritten documents)
Description We propose a new database for information extraction from historical handwritten documents.
ImagesTextsHandwritten Text RecognitionKey Information Extraction
2 papers · 2 benchmarks
POIE (Products for OCR and Information Extraction)
Products for OCR and Information Extraction (POIE) dataset derives from camera images of various products in the real world.
ImagesKey Information Extraction
1 paper · 0 benchmarks
SOMD (SOftware Mention Detection)
The dataset contains the training and test data for the SOftware Mention Detection challenge.
TextsRelation ExtractionKey Information Extractionnamed-entity-recognition
1 paper · 0 benchmarks
ARF (Artificial Relationships in Fiction)
Artificial Relationships in Fiction Dataset Description Artificial Relationships in Fiction (ARF) is a synthetically annotated dataset for Relation Extraction (RE) in fiction, created from a curated selection of literary texts sourced from…
TextsRelation ExtractionNamed Entity RecognitionKey Information Extraction
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.