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Multi-Person Pose Estimation datasets

archive 2025-07-28

7 datasets carry the task tag "Multi-Person Pose Estimation" (the task itself: Multi-Person Pose Estimation), 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 52Multi-Person Pose Estimation 7

Multi-Person Pose Estimation datasets 1–7 of 7

COCO (Common Objects in Context)
The COCO (Common Objects in Context) dataset is a large-scale object detection, segmentation, and captioning dataset.
ImagesVideosObject DetectionSemantic SegmentationQuestion AnsweringPose EstimationVisual Question Answering (VQA)Instance Segmentation+54 tasks
11,922 papers · 77 benchmarks
MPII (MPII Human Pose)
The MPII Human Pose Dataset for single person pose estimation is composed of about 25K images of which 15K are training samples, 3K are validation samples and 7K are testing samples (which labels are withheld by the authors).
ImagesPose EstimationTemporal Action LocalizationMulti-Person Pose EstimationKeypoint Detection
495 papers · 4 benchmarks
PoseTrack
The PoseTrack dataset is a large-scale benchmark for multi-person pose estimation and tracking in videos.
ImagesVideosTrackingPose TrackingMulti-Person Pose EstimationMulti-Person Pose Estimation and Tracking
103 papers · 5 benchmarks
CrowdPose
The CrowdPose dataset contains about 20,000 images and a total of 80,000 human poses with 14 labeled keypoints.
ImagesPose EstimationMulti-Person Pose Estimation
99 papers · 2 benchmarks
OCHuman
This dataset focuses on heavily occluded human with comprehensive annotations including bounding-box, humans pose and instance mask.
ImagesPose Estimation2D Human Pose EstimationMulti-Person Pose EstimationKeypoint DetectionHuman Instance SegmentationPose-Based Human Instance Segmentation
66 papers · 6 benchmarks
COCO-WholeBody
COCO-WholeBody is an extension of COCO dataset with whole-body annotations.
Pose Estimation2D Human Pose EstimationHand Pose EstimationFacial Landmark DetectionFace DetectionMulti-Person Pose Estimation+1 tasks
33 papers · 5 benchmarks
PoPArt (Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History)
Throughout the history of art, the pose—as the holistic abstraction of the human body's expression—has proven to be a constant in numerous studies.
Images2D Object DetectionObject DetectionPose Estimation2D Human Pose EstimationMulti-Person Pose EstimationSemi-Supervised Human Pose Estimation
3 papers · 1 benchmark

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.