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Human Part Segmentation datasets

archive 2025-07-28

10 datasets carry the task tag "Human Part Segmentation" (the task itself: Human Part Segmentation), ordered by the archive's paper count. Page 1 of 1: 10 shown of 10. 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 52Human Part Segmentation 10

Human Part Segmentation datasets 1–10 of 10

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
PASCAL-Part
PASCAL-Part is a set of additional annotations for PASCAL VOC 2010.
ImagesObject DetectionHuman Part SegmentationMulti-Human ParsingSemantic Part Detection
65 papers · 4 benchmarks
CIHP (Crowd Instance-level Human Parsing)
The Crowd Instance-level Human Parsing (CIHP) dataset has 38,280 diverse human images.
ImagesHuman Part Segmentation
33 papers · 1 benchmark
MHP (Multiple-Human Parsing)
The MHP dataset contains multiple persons captured in real-world scenes with pixel-level fine-grained semantic annotations in an instance-aware setting.
ImagesSemantic SegmentationHuman Part SegmentationHuman ParsingMulti-Human Parsing
14 papers · 3 benchmarks
Pascal Panoptic Parts
The Pascal Panoptic Parts dataset consists of annotations for the part-aware panoptic segmentation task on the PASCAL VOC 2010 dataset.
ImagesPanoptic SegmentationScene UnderstandingImage SegmentationHuman Part SegmentationPart-aware Panoptic Segmentation
9 papers · 2 benchmarks
Cityscapes Panoptic Parts
The Cityscapes Panoptic Parts dataset introduces part-aware panoptic segmentation annotations for the Cityscapes dataset.
ImagesPanoptic SegmentationScene UnderstandingHuman Part SegmentationPart-aware Panoptic Segmentation
8 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
AeroPath (AeroPath: An airway segmentation benchmark dataset with challenging pathology)
Public benchmark dataset (AeroPath), consisting of 27 CT images from patients with pathologies ranging from emphysema to large tumors, with corresponding trachea and bronchi annotations.
3DMedicalHuman Part Segmentation
3 papers · 0 benchmarks
CCIHP (Characterized Crowd Instance-level Human Parsing)
CCIHP dataset is devoted to fine-grained description of people in the wild with localized & characterized semantic attributes.
ImagesHuman Part SegmentationMulti-Human Parsing
1 paper · 0 benchmarks
VESSEL12 (VESsel SEgmentation in the Lung 2012)
ImagesHuman Part SegmentationPulmorary Vessel Segmentation
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.