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Pedestrian Attribute Recognition datasets

archive 2025-07-28

9 datasets carry the task tag "Pedestrian Attribute Recognition" (the task itself: Pedestrian Attribute Recognition), ordered by the archive's paper count. Page 1 of 1: 9 shown of 9. 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 52Pedestrian Attribute Recognition 9

Pedestrian Attribute Recognition datasets 1–9 of 9

PETA (Pedestrian Attribute)
The PEdesTrian Attribute dataset (PETA) is a dataset fore recognizing pedestrian attributes, such as gender and clothing style, at a far distance.
ImagesPedestrian Attribute Recognition
74 papers · 1 benchmark
PA-100K (PA-100K Dataset)
PA-100K is a recent-proposed large pedestrian attribute dataset, with 100,000 images in total collected from outdoor surveillance cameras.
ImagesPedestrian Attribute Recognition
56 papers · 1 benchmark
UAV-Human
UAV-Human is a large dataset for human behavior understanding with UAVs.
RGB-DRGB VideoPose EstimationAction RecognitionPerson Re-Identification3D Action Recognition2D Human Pose EstimationSkeleton Based Action Recognition+1 tasks
47 papers · 5 benchmarks
RAP (Richly Annotated Pedestrian)
The Richly Annotated Pedestrian (RAP) dataset is a dataset for pedestrian attribute recognition.
ImagesPedestrian Attribute Recognition
36 papers · 1 benchmark
UPAR (Unified Pedestrian Attribute Recognition)
The Task: The challenge will use an extension of the UPAR Dataset [1], which consists of images of pedestrians annotated for 40 binary attributes.
ImagesTextsPedestrian Attribute Recognition
7 papers · 1 benchmark
Market1501-Attributes
The Market1501-Attributes dataset is built from the Market1501 dataset.
ImagesSemantic SegmentationPerson Re-IdentificationPedestrian Attribute RecognitionPerson Search
5 papers · 1 benchmark
DukeMTMC-attribute
The images in DukeMTMC-attribute dataset comes from Duke University.
ImagesVideosTextsSemantic SegmentationPerson Re-IdentificationPedestrian Attribute RecognitionPerson Search
4 papers · 1 benchmark
CAR (Cityscapes Attributes Recognition)
CAR contains visual attributes for objects in the Cityscapes dataset.
ImagesPedestrian Attribute RecognitionPhysical Attribute Prediction
2 papers · 0 benchmarks
PEARL30K
The PEARL dataset comprises with 30K pedestrian images, each annotated with 25 attribute categories, spanning over 146 sub-attributes.
ImagesPedestrian Attribute Recognition
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.