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2D Pose Estimation datasets

archive 2025-07-28

14 datasets carry the task tag "2D Pose Estimation" (the task itself: 2D Pose Estimation), ordered by the archive's paper count. Page 1 of 1: 14 shown of 14. 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 522D Pose Estimation 14

2D Pose Estimation datasets 1–14 of 14

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
300W (300 Faces-In-The-Wild)
The 300-W is a face dataset that consists of 300 Indoor and 300 Outdoor in-the-wild images.
ImagesPose Estimation3D ReconstructionFace AlignmentFacial Landmark Detection2D Pose EstimationUnsupervised Facial Landmark Detection
206 papers · 9 benchmarks
Animal Kingdom
Animal Kingdom is a large and diverse dataset that provides multiple annotated tasks to enable a more thorough understanding of natural animal behaviors.
ImagesVideosPose EstimationAction RecognitionLong-tail Learning2D Pose EstimationAnimal Pose EstimationVideo Grounding+2 tasks
26 papers · 2 benchmarks
MP-100 (Mulit-category Pose Dataset)
The first large-scale pose dataset containing objects of multiple super-categories, termed Multi-category Pose (MP-100).
2D Pose Estimation
12 papers · 1 benchmark
HARPER (Exploring 3D Human Pose Estimation and Forecasting from the Robot’s Perspective: The HARPER Dataset)
We introduce HARPER, a novel dataset for 3D body pose estimation and forecast in dyadic interactions between users and \spot, the quadruped robot manufactured by Boston Dynamics.
ImagesVideos3DRGB-D3D Human Pose Estimation2D Pose EstimationHuman Pose Forecasting3D Pose EstimationPose RetrievalCollision Avoidance
5 papers · 3 benchmarks
3D-POP
The dataset is designed specifically to solve a range of computer vision problems (2D-3D tracking, posture) faced by biologists while designing behavior studies with animals.
ImagesVideos3DBiologyTrackingStereoRGB VideoObject TrackingMulti-Object Tracking2D Pose EstimationAnimal Pose Estimation3D Pose Estimation3D Shape Reconstruction+6 tasks
3 papers · 0 benchmarks
SLAM2REF (ConSLAM BIM and GT Poses)
This dataset comprehends the 3D building information model (in IFC and Revit formats), manually elaborated based on the terrestrial laser scanner of the sequence 2 of ConSLAM, and the refined ground truth (GT) poses (in TUM format) of…
3DCad6DTrackingPose EstimationPose TrackingCamera Localization2D Pose EstimationVisual Odometry6D Pose Estimation+12 tasks
2 papers · 0 benchmarks
SuperAnimal-TopViewMouse
Introduction This dataset supports Ye et al.
Images2D Pose Estimation
2 papers · 0 benchmarks
iRodent (iRodent Animal Pose Estimation)
Description: The "iRodent" dataset contains rodent species observations obtained using the iNaturalist API, with a focus on Suborder Myomorpha (Taxon ID: 16).
Images2D Pose Estimation
2 papers · 1 benchmark
ConSLAM (Construction Dataset for SLAM)
ConSLAM is a real-world dataset collected periodically on a construction site to measure the accuracy of mobile scanners' SLAM algorithms.
Videos3DPoint cloudTrackingRGB VideoLiDARPose EstimationDepth EstimationPose TrackingCamera Localization2D Pose EstimationVisual Odometry+12 tasks
1 paper · 0 benchmarks
DARai (Daily Activity Recordings for AI and ML applications)
Daily Activity Recordings for Artificial Intelligence (DARai, pronounced "Dahr-ree") is a multimodal, hierarchically annotated dataset constructed to understand human activities in real-world settings.
ImagesVideosBiomedicalEnvironmentTime seriesRGB-DLiDARObject Detection2D Semantic Segmentation3D Action RecognitionScene Segmentation2D Pose EstimationHuman-Object Interaction Detection+5 tasks
1 paper · 0 benchmarks
Desert Locust
Desert Locus is a animal pose estimation dataset for desert locuses.
Pose Estimation2D Pose EstimationAnimal Pose Estimation
1 paper · 1 benchmark
MacaquePose
MacaquePose is an animal pose estimation dataset containing pictures of macaque monkeys and manually labeled annotations on them.
ImagesPose Estimation2D Pose EstimationAnimal Pose Estimation
1 paper · 1 benchmark
Vinegar Fly
Vinegar Fly is a pose estimation dataset for fruit flies.
ImagesPose Estimation2D Pose EstimationAnimal Pose Estimation
1 paper · 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.