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Document Layout Analysis datasets

archive 2025-07-28

13 datasets carry the task tag "Document Layout Analysis" (the task itself: Document Layout Analysis), ordered by the archive's paper count. Page 1 of 1: 13 shown of 13. 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 52Document Layout Analysis 13

Document Layout Analysis datasets 1–13 of 13

PubLayNet
PubLayNet is a dataset for document layout analysis by automatically matching the XML representations and the content of over 1 million PDF articles that are publicly available on PubMed Central.
ImagesObject DetectionInformation RetrievalDocument Layout Analysis
123 papers · 1 benchmark
RVL-CDIP
The RVL-CDIP dataset consists of scanned document images belonging to 16 classes such as letter, form, email, resume, memo, etc.
ImagesDocument Image ClassificationDocument Layout AnalysisMulti-Modal Document Classification
107 papers · 2 benchmarks
DocBank
A benchmark dataset that contains 500K document pages with fine-grained token-level annotations for document layout analysis.
Optical Character Recognition (OCR)Document Layout Analysis
34 papers · 0 benchmarks
DIVA-HisDB
The database consists of 150 annotated pages of three different medieval manuscripts with challenging layouts.
Semantic SegmentationDocument Layout AnalysisText-Line Extraction
15 papers · 2 benchmarks
DSSE-200
The DSSE-200 is a complex document layout dataset including various dataset styles.
Document Layout Analysis
8 papers · 0 benchmarks
HJDataset
HJDataset is a large dataset of Historical Japanese Documents with Complex Layouts.
ImagesTextsObject DetectionDocument Layout AnalysisActive Learning
5 papers · 0 benchmarks
VIS30K
We present the VIS30K dataset, a collection of 29,689 images that represents 30 years of figures and tables from each track of the IEEE Visualization conference series (Vis, SciVis, InfoVis, VAST).
ImagesDocument Layout Analysis
5 papers · 0 benchmarks
D4LA
The D4LA dataset is a diverse benchmark for document layout analysis (DLA) derived from the RVL-CDIP dataset.
Document Layout Analysis
3 papers · 1 benchmark
U-DIADS-Bib
U-DIADS-Bib is a proprietary dataset developed through the collaboration of computer scientists and humanities at the University of Udine.
ImagesSemantic Segmentation2D Semantic SegmentationDocument Layout AnalysisHandwritten Document Recognitiondocument understanding
2 papers · 1 benchmark
ICDAR 2021
- Revision: v1.0.0-full-20210527a - DOI: 10.5281/zenodo.4817662 - Authors: J.
ImagesInstance SegmentationDocument Layout AnalysisLine Segment DetectionContour Detection
1 paper · 0 benchmarks
PERO layout dataset
We compiled a new dataset (the PERO layout dataset) that contains 683 images from various sources and historical periods with complete manual text block, text line polygon and baseline annotations.
ImagesDocument Layout Analysis
1 paper · 0 benchmarks
UrduDoc
The UrduDoc Dataset is a benchmark dataset for Urdu text line detection in scanned documents.
ImagesTextsScene Text DetectionDocument Layout AnalysisText SegmentationLine DetectionMulti-Oriented Scene Text DetectionCurved Text Detection+2 tasks
1 paper · 1 benchmark
opendataset
opendateset
ImagesDocument Layout AnalysisReading Order Detection
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.