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3D Multi-Person Pose Estimation datasets

archive 2025-07-28

5 datasets carry the task tag "3D Multi-Person Pose Estimation" (the task itself: 3D Multi-Person Pose Estimation), ordered by the archive's paper count. Page 1 of 1: 5 shown of 5. 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 Multi-Person Pose Estimation 5

3D Multi-Person Pose Estimation datasets 1–5 of 5

Panoptic (CMU Panoptic Studio)
CMU Panoptic is a large scale dataset providing 3D pose annotations (1.5 millions) for multiple people engaging social activities.
Images3D Human Pose Estimation3D Human Pose TrackingHead Pose Estimation3D Multi-Person Pose Estimation
131 papers · 4 benchmarks
MuPoTS-3D (Multiperson Pose Test Set in 3DMulti-person Pose estimation Test Set in 3D)
MuPoTs-3D (Multi-person Pose estimation Test Set in 3D) is a dataset for pose estimation composed of more than 8,000 frames from 20 real-world scenes with up to three subjects.
Images3D3D Multi-Person Pose Estimation3D Multi-Person Pose Estimation (root-relative)3D Multi-Person Pose Estimation (absolute)Unsupervised 3D Multi-Person Pose Estimation
70 papers · 3 benchmarks
AGORA
AGORA is a synthetic human dataset with high realism and accurate ground truth.
Images3D3D Human Pose Estimation2D Human Pose Estimation3D Hand Pose Estimation3D Human Reconstruction3D Multi-Person Pose Estimation3D Multi-Person Mesh Recovery+2 tasks
68 papers · 4 benchmarks
Campus & Shelf
The Campus and Shelf datasets were presented in the paper 3D Pictorial Structures for Multiple Human Pose Estimation.
Images3D3D Human Pose Estimation3D Multi-Person Pose Estimation
39 papers · 2 benchmarks
Store dataset
The Store Dataset is a dataset for estimating 3D poses of multiple humans in real-time.
3DPose Estimation3D Multi-Person Pose Estimation3D Pose Estimation
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.