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3D Classification datasets

archive 2025-07-28

15 datasets carry the task tag "3D Classification" (the task itself: 3D Classification), 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 Classification 15

3D Classification datasets 1–15 of 15

ShapeNetCore
ShapeNetCore is a subset of the full ShapeNet dataset with single clean 3D models and manually verified category and alignment annotations.
3D3d meshes3D ReconstructionSingle-View 3D Reconstruction3D Classification
180 papers · 1 benchmark
ModelNet40-C (ModelNet-C)
ModelNet40-C is a comprehensive dataset to benchmark the corruption robustness of 3D point cloud recognition.
3DPoint cloud3D Point Cloud Classification3D Classification3D Point Cloud Data AugmentationFew-Shot Point Cloud ClassificationRobust classificationClassify 3D Point Clouds
32 papers · 2 benchmarks
RAD-ChestCT Dataset
The RAD-ChestCT dataset is a large medical imaging dataset developed by Duke MD/PhD Rachel Draelos during her Computer Science PhD supervised by Lawrence Carin.
Images3DMedical3D Classification3D Medical Imaging Segmentation
6 papers · 0 benchmarks
ADHD-200
Attention Deficit Hyperactivity Disorder (ADHD) affects at least 5-10% of school-age children and is associated with substantial lifelong impairment, with annual direct costs exceeding $36 billion/year in the US.
3DMedicalfMRIClassification3D Classification
3 papers · 0 benchmarks
3D-Point Cloud dataset of various geometrical terrains (3D-Point Cloud dataset of various geometrical terrains in urban environments recorded during human locomotion)
Depth vision has been recently used in many locomotion devices with the objective to ease the life of disabled people toward reaching more ecological lifestyle.
Images3DPoint cloudRGB-D3D Classification3D-Aware Image Synthesis
2 papers · 0 benchmarks
CVB (Video Dataset of Cattle Visual Behaviors)
Existing image/video datasets for cattle behavior recognition are mostly small, lack well-defined labels, or are collected in unrealistic controlled environments.
ImagesVideosActionsTracking2D Object DetectionAction RecognitionAction LocalizationAction Recognition In Videos3D Classification3D Multi-Object Tracking+2 tasks
2 papers · 0 benchmarks
Teeth3DS+ (An Extended Benchmark for Intraoral 3D Scans Analysis)
Intraoral 3D scans analysis is a fundamental aspect of Computer-Aided Dentistry (CAD) systems, playing a crucial role in various dental applications, including teeth segmentation, detection, labeling, and dental landmark identification.
Point cloud3d meshes3D Point Cloud Classification3D Classification3D Part Segmentation
2 papers · 0 benchmarks
Calcium imaging of glomeruli in the olfactory bulb of the mouse in response to thirty-five monomolecular odors (Vivek Kumar Agarwal)
This dataset comprises video files (converted into tif format) that depict glomerular activation in mice.
Videos3D Classification
1 paper · 0 benchmarks
FER2013 Blendshapes (FER2013 blendshapes dataset example (Partial))
Tables of the blendshapes from a group of the images of the FER2013 dataset, generated using MediaPipe library, based on the ARKit face blendshapes.
ImagesTabular3d meshesTracking3D Classification3D Facial Landmark Localization3D Facial Expression Recognition
1 paper · 0 benchmarks
Remote Flash LiDAR Vehicles Dataset
This dataset includes 3D point-cloud and 2D imagery from a flash LiDAR...
ImagesVideos3DPoint cloudLiDARObject Tracking3D Object Detection3D Classification3D Object ClassificationSegmentationRemote Sensing Image Classification
1 paper · 1 benchmark
U-10: United-10 COVID19 CT Dataset
This dataset supports the research detailed in the pre-print "Virtual Imaging Trials Improved the Transparency and Reliability of AI Systems in COVID-19 Imaging." The study employs both clinical and simulated CT data to evaluate AI models…
Images3DMedical3D Classification
1 paper · 1 benchmark
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
InLUT3D (Indoor Lodz University of Technology Point Cloud Dataset)
This dataset called Indoor Lodz University of Technology Point Cloud Dataset (InLUT3D) is a point cloud set tailored for real object classification and both semantic and instance segmentation tasks.
Graphs3DPoint cloudLiDAR3D Semantic Segmentation3D Instance Segmentation3D Classification
0 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
VIDIMU: Multimodal video and IMU kinematic dataset on daily life activities using affordable devices (https://zenodo.org/record/8210563)
Human activity recognition and clinical biomechanics are challenging problems in physical telerehabilitation medicine.
Videos3DBiomedicalTime seriesRGB VideoAction Recognition3D Human Pose EstimationMultimodal Deep Learning3D Human Pose Tracking3D ClassificationKinematic Based Workflow Recognition+1 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.