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Table Recognition datasets

archive 2025-07-28

7 datasets carry the task tag "Table Recognition" (the task itself: Table Recognition), ordered by the archive's paper count. Page 1 of 1: 7 shown of 7. 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 52Table Recognition 7

Table Recognition datasets 1–7 of 7

PubTabNet
PubTabNet is a large dataset for image-based table recognition, containing 568k+ images of tabular data annotated with the corresponding HTML representation of the tables.
Table Recognition
51 papers · 1 benchmark
FinTabNet
This dataset contains complex tables from the annual reports of S&P 500 companies with detailed table structure annotations to help table structure recognition and table data extraction.
ImagesTabularFinancialTable Recognition
35 papers · 0 benchmarks
WTW (Wired Table in the Wild)
WTW (Wired Table in the Wild) is a large-scale dataset which includes well-annotated structure parsing of multiple style tables in several scenes like the photo, scanning files, web pages.
ImagesTable Recognition
18 papers · 1 benchmark
PubTables-1M (PubMed Tables One Million)
The goal of PubTables-1M is to create a large, detailed, high-quality dataset for training and evaluating a wide variety of models for the tasks of table detection, table structure recognition, and functional analysis.
ImagesTextsTable RecognitionTable DetectionTable Functional Analysis
15 papers · 0 benchmarks
TNCR Dataset (Table Net Detection and Classification Dataset)
We present TNCR, a new table dataset with varying image quality collected from free open source websites.
ImagesTabularObject DetectionTable annotationTable RecognitionTable Detection
2 papers · 0 benchmarks
WikiTableSet (Wikipedia Table Image Dataset)
WikiTableSet is a large publicly available image-based table recognition dataset in three languages built from Wikipedia.
ImagesTabularTable Recognition
2 papers · 0 benchmarks
CISOL (Construction Industry Steel Ordering Lists Dataset)
The Construction Industry Steel Ordering Lists (CISOL) dataset comprises table-centric, real-world documents from the construction industry, annotated to facilitate the testing and training of deep learning models for table detection (TD)…
ImagesObject DetectionTable RecognitionTable Detection
1 paper · 2 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.