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3D Object Reconstruction datasets

archive 2025-07-28

8 datasets carry the task tag "3D Object Reconstruction" (the task itself: 3D Object Reconstruction), ordered by the archive's paper count. Page 1 of 1: 8 shown of 8. 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 Object Reconstruction 8

3D Object Reconstruction datasets 1–8 of 8

ShapeNet
ShapeNet is a large scale repository for 3D CAD models developed by researchers from Stanford University, Princeton University and the Toyota Technological Institute at Chicago, USA.
Images3DPoint cloudSemantic Segmentation3D ReconstructionNovel View SynthesisSingle-View 3D Reconstruction3D Object ReconstructionPoint Cloud Generation+3 tasks
1,947 papers · 13 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
DTTD-Mobile
Are current 3D object tracking methods truely robust enough for low-fidelity depth sensors like the iPhone LiDAR?
ImagesVideos3DObject DetectionSemantic Segmentation2D Semantic Segmentation3D Object DetectionDepth EstimationMulti-Object Tracking+13 tasks
8 papers · 2 benchmarks
X3D
X3D is a dataset containing 15 scenes and covering 4 applications for X-ray 3D reconstruction.
Novel View Synthesis3D Object ReconstructionLow-Dose X-Ray Ct Reconstruction
8 papers · 2 benchmarks
Parcel3D
Synthetic dataset of over 13,000 images of damaged and intact parcels with full 2D and 3D annotations in the COCO format.
Images3D2D Object DetectionObject DetectionInstance Segmentation3D Object Detection3D ReconstructionSingle-View 3D Reconstruction+1 tasks
2 papers · 0 benchmarks
A collection of 131 CT datasets of pieces of modeling clay containing stones
This dataset contains a collection of 131 X-ray CT scans of pieces of modeling clay (Play-Doh) with various numbers of stones inserted, retrieved in the FleX-ray lab at CWI.
Images2D Object Detection3D Object ReconstructionLow-Dose X-Ray Ct Reconstruction
1 paper · 0 benchmarks
The RBO Dataset of Articulated Objects and Interactions
The RBO dataset of articulated objects and interactions is a collection of 358 RGB-D video sequences (67:18 minutes) of humans manipulating 14 articulated objects under varying conditions (light, perspective, background, interaction).
VideosPoint cloud3d meshesTime seriesRGB-D3D Object Reconstruction3D Object Recognition3D Object Retrieval3D Object Tracking
1 paper · 0 benchmarks
Corn Seeds Dataset
This dataset is the images of corn seeds considering the top and bottom view independently (two images for one corn seed: top and bottom).
ImagesImage ClassificationSemantic SegmentationImage Generation2D Semantic SegmentationFine-Grained Image ClassificationImage Classification with Label Noise+6 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.