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3D Absolute Human Pose Estimation datasets

archive 2025-07-28

6 datasets carry the task tag "3D Absolute Human Pose Estimation" (the task itself: 3D Absolute Human Pose Estimation), ordered by the archive's paper count. Page 1 of 1: 6 shown of 6. 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 523D Absolute Human Pose Estimation 6

3D Absolute Human Pose Estimation datasets 1–6 of 6

Human3.6M
The Human3.6M dataset is one of the largest motion capture datasets, which consists of 3.6 million human poses and corresponding images captured by a high-speed motion capture system.
ImagesVideos3D Human Pose Estimation3D Absolute Human Pose EstimationVideo Prediction2D Pose EstimationHuman Pose Forecasting3D Pose Estimation+10 tasks
783 papers · 13 benchmarks
TotalCapture
The TotalCapture dataset consists of 5 subjects performing several activities such as walking, acting, a range of motion sequence (ROM) and freestyle motions, which are recorded using 8 calibrated, static HD RGB cameras and 13 IMUs…
ImagesVideos3DPose Estimation3D Human Pose Estimation3D Absolute Human Pose Estimation
57 papers · 2 benchmarks
HPS (Human POSEitioning System Dataset)
HPS Dataset is a collection of 3D humans interacting with large 3D scenes (300-1000 m², up to 2500 m²).
Images3DPoint cloud3D Human Pose Estimation3D Absolute Human Pose EstimationCamera Localization
23 papers · 0 benchmarks
Relative Human
Relative Human (RH) contains multi-person in-the-wild RGB images with rich human annotations, including: Depth layers: relative depth relationship/ordering between all people in the image.
Images2D Human Pose Estimation3D Absolute Human Pose Estimation3D Depth Estimation3D Multi-Person Mesh Recovery3D Multi-Person Pose Estimation (absolute)
4 papers · 2 benchmarks
SportsPose (SportsPose - A Dynamic 3D sports pose dataset)
Accurate 3D human pose estimation is essential for sports analytics, coaching, and injury prevention.
ImagesVideos3DActionsRGB VideoPose Estimation3D Human Pose Estimation2D Human Pose Estimation3D Absolute Human Pose Estimation3D Pose EstimationPose Prediction
4 papers · 0 benchmarks
InfiniteRep
InfiniteRep is a synthetic, open-source dataset for fitness and physical therapy (PT) applications.
ImagesVideos3DBiomedical3d meshesRGB-DActionsTrackingRGB VideoPose EstimationActivity Recognition2D Semantic Segmentation3D Human Pose Estimation3D Action RecognitionAction Detection+13 tasks
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.