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Binarization datasets

archive 2025-07-28

17 datasets carry the task tag "Binarization" (the task itself: Binarization), ordered by the archive's paper count. Page 1 of 1: 17 shown of 17. 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 52Binarization 17

Binarization datasets 1–17 of 17

CIFAR-10
description withheld: archive row vandalised before snapshot
ImagesImage ClassificationClassificationImage GenerationZero-Shot LearningAnomaly DetectionImage Retrieval+58 tasks
16,145 papers · 91 benchmarks
ImageNet
The ImageNet dataset contains 14,197,122 annotated images according to the WordNet hierarchy.
ImagesImage ClassificationClassificationImage GenerationZero-Shot LearningVisual Question Answering (VQA)Few-Shot Image Classification+37 tasks
15,430 papers · 52 benchmarks
CIFAR-100
The CIFAR-100 dataset (Canadian Institute for Advanced Research, 100 classes) is a subset of the Tiny Images dataset and consists of 60000 32x32 color images.
ImagesImage ClassificationClassificationImage GenerationZero-Shot LearningAnomaly DetectionFew-Shot Image Classification+37 tasks
9,045 papers · 51 benchmarks
JHU-CROWD
(JHU-CROWD) a crowd counting dataset that contains 4,250 images with 1.11 million annotations.
ImagesBinarizationDensity EstimationCrowd Counting
22 papers · 0 benchmarks
FDST (Fudan-ShanghaiTech)
The Fudan-ShanghaiTech dataset (FDST) is a dataset for video crowd counting.
VideosBinarizationCrowd CountingActive Learning
18 papers · 0 benchmarks
DIBCO and H_DIBCO ((Handwritten) Document Image Binarization Competition (DIBCO))
The contest of binarization using a popular document database was organized called as Document Image Binarization Contest (DIBCO) from 2009 to 2019, except for 2015.
BinarizationNo real Data Binarization
14 papers · 0 benchmarks
DIBCO 2011
DIBCO 2011 is the International Document Image Binarization Contest organized in the context of ICDAR 2011 conference.
Binarization
7 papers · 0 benchmarks
H-DIBCO 2016
H-DIBCO 2016 is the international Handwritten Document Image Binarization Contest organized in the context of ICFHR 2016 conference
Binarization
7 papers · 0 benchmarks
DIBCO 2017
DIBCO 2017 is the international Competition on Document Image Binarization organized in conjunction with the ICDAR 2017 conference.
Binarization
6 papers · 0 benchmarks
H-DIBCO 2014
H-DIBCO 2014 is the International Document Image Binarization Competition which is dedicated to handwritten document images organized in conjunction with ICFHR 2014 conference.
Binarization
6 papers · 0 benchmarks
H-DIBCO 2018
H-DIBCO 2018 is the international Handwritten Document Image Binarization Contest organized in the context of ICFHR 2018 conference.
Binarization
6 papers · 0 benchmarks
DIBCO 2013
DIBCO 2013 is the international Document Image Binarization Contest organized in the context of ICDAR 2013 conference.
Binarization
5 papers · 0 benchmarks
H-DIBCO 2012
H-DIBCO 2012 is the International Document Image Binarization Competition which is dedicated to handwritten document images organized in conjunction with ICFHR 2012 conference.
Binarization
5 papers · 0 benchmarks
DIBCO 2009
DIBCO 2009 is the first International Document Image Binarization Contest organized in the context of ICDAR 2009 conference.
Binarization
4 papers · 0 benchmarks
DIBCO 2019
DIBCO 2019 is the international Competition on Document Image Binarization organized in conjunction with the ICDAR 2019 conference.
BinarizationNo real Data Binarization
4 papers · 0 benchmarks
H-DIBCO 2010
H-DIBCO 2010 is the International Document Image Binarization Contest which is dedicated to handwritten document images organized in conjunction with ICFHR 2010 conference.
Binarization
4 papers · 0 benchmarks
LRDE DBD
This is a dataset is composed of full-document images, groundtruth, and tools to perform an evaluation of binarization algorithms.
Binarization
1 paper · 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.