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3D Human Reconstruction datasets

archive 2025-07-28

15 datasets carry the task tag "3D Human Reconstruction" (the task itself: 3D Human Reconstruction), ordered by the archive's paper count. Page 1 of 1: 15 shown of 15. 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 Human Reconstruction 15

3D Human Reconstruction datasets 1–15 of 15

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
BEHAVE
BEHAVE is a full body human-object interaction dataset with multi-view RGBD frames and corresponding 3D SMPL and object fits along with the annotated contacts between them.
Images3DRGB-D3D Human Reconstruction3D Object ReconstructionHuman-Object Interaction DetectionContact DetectionHuman-Object-interaction motion tracking
53 papers · 3 benchmarks
Dynamic FAUST
Dynamic FAUST extends the FAUST dataset to dynamic 4D data.
Videos3D3D Reconstruction3D Human Reconstruction3D Shape Representation
28 papers · 1 benchmark
4D-DRESS (A 4D Dataset of Real-world Human Clothing with Semantic Annotations)
4D-DRESS is the first real-world 4D dataset of human clothing, capturing 64 human outfits in more than 520 motion sequences.
Videos3D3d meshes3D Human ReconstructionHuman ParsingPhysical SimulationsGarment Reconstruction
23 papers · 4 benchmarks
SSP-3D (Sports Shape and Pose 3D)
SSP-3D is an evaluation dataset consisting of 311 images of sportspersons in tight-fitted clothes, with a variety of body shapes and poses.
Images3D3d meshes3D Human Pose Estimation3D Human Reconstruction3D Human Shape Estimation
19 papers · 1 benchmark
CustomHumans
CustomHumans is recorded by a multi-view photogrammetry system equipped with 53 RGB (12 Megapixels) and 53 (4 Megapixels) IR cameras.
3D3D Human Reconstruction
15 papers · 1 benchmark
SIZER
Dataset of clothing size variation which includes different subjects wearing casual clothing items in various sizes, totaling to approximately 2000 scans.
3D3D Human Pose Estimation3D Human ReconstructionMulti-target regression
14 papers · 0 benchmarks
MoVi (Large Multipurpose Motion and Video Dataset)
Contains 60 female and 30 male actors performing a collection of 20 predefined everyday actions and sports movements, and one self-chosen movement.
ImagesPose EstimationActivity Recognition3D Human Pose Estimation3D Human ReconstructionVirtual Try-on3D Human Shape Estimation+1 tasks
12 papers · 1 benchmark
CAPE (Clothed Auto Person Encoding)
The CAPE dataset is a 3D dynamic dataset of clothed humans, featuring: - 3D mesh registrations of accurate scans of clothed people in motion, captured at 60 FPS; - Consistent SMPL mesh topology, all frames in correspondence; - Precise,…
3d meshes3D Human Reconstruction
10 papers · 1 benchmark
TikTok Dataset (Learning High Fidelity Depths of Dressed Humans by Watching Social Media Dance Videos)
We learn high fidelity human depths by leveraging a collection of social media dance videos scraped from the TikTok mobile social networking application.
VideosInstance SegmentationDepth Estimation3D Human ReconstructionHuman Part SegmentationVideo SegmentationHuman Instance Segmentation+2 tasks
8 papers · 0 benchmarks
X-Humans
X-Humans consists of 20 subjects (11 males, 9 females) with various clothing types and hair style.
3DRGB-D3D Human Reconstruction
8 papers · 0 benchmarks
HBW (Human Bodies in the Wild)
Human Bodies in the Wild (HBW) is a validation and test set for body shape estimation.
ImagesTexts3D3D Human Reconstruction3D Human Shape EstimationMonocular 3D Human Pose Estimation
7 papers · 0 benchmarks
MMBody
The MMBody dataset provides human body data with motion capture, GT mesh, Kinect RGBD, and millimeter wave sensor data.
Images3DPoint cloud3d meshesRGB-D3D Human Reconstruction
7 papers · 0 benchmarks
Synthetic Human Model Dataset
A synthetic dataset for evaluating non-rigid 3D human reconstruction based on conventional RGB-D cameras.
3D Reconstruction3D Human Reconstruction
1 paper · 0 benchmarks
HEADSET (HEADSET: Human Emotion Awareness under Partial Occlusions Multimodal DataSET)
The volumetric representation of human interactions is one of the fundamental domains in the development of immersive media productions and telecommunication applications.
ImagesVideos3DAudioPoint cloud3d meshesRGB-DRGB Video3D Face Reconstruction3D Human ReconstructionOccluded Face Detection3D Facial Expression RecognitionFacial Emotion 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.