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Human action generation datasets

archive 2025-07-28

8 datasets carry the task tag "Human action generation" (the task itself: Human action generation), 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 52Human action generation 8

Human action generation datasets 1–8 of 8

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
NTU RGB+D
NTU RGB+D is a large-scale dataset for RGB-D human action recognition.
VideosRGB-DAction Recognition3D Action RecognitionSkeleton Based Action RecognitionAction Recognition In VideosHuman Interaction RecognitionHuman action generation+6 tasks
476 papers · 9 benchmarks
NTU RGB+D 120
NTU RGB+D 120 is a large-scale dataset for RGB+D human action recognition, which is collected from 106 distinct subjects and contains more than 114 thousand video samples and 8 million frames.
VideosAction RecognitionSkeleton Based Action RecognitionHuman Interaction RecognitionHuman action generationZero Shot Skeletal Action RecognitionGeneralized Zero Shot skeletal action recognition+5 tasks
137 papers · 8 benchmarks
HumanAct12
HumanAct12 is a new 3D human motion dataset adopted from the polar image and 3D pose dataset PHSPD, with proper temporal cropping and action annotating.
ImagesMotion SynthesisHuman action generationAction Generation
37 papers · 2 benchmarks
NTU RGB+D 2D
NTU RGB+D 2D is a curated version of NTU RGB+D often used for skeleton-based action prediction and synthesis.
VideosRGB-DHuman action generationmotion prediction
7 papers · 1 benchmark
UESTC RGB-D (UESTC RGB-D Varying-view action database)
UESTC RGB-D Varying-view action database contains 40 categories of aerobic exercise.
VideosAction RecognitionHuman action generationRecognizing And Localizing Human Actions
5 papers · 1 benchmark
FLAG3D
FLAG3D is a large-scale 3D fitness activity dataset with language instruction containing 180K sequences of 60 categories.
Texts3D3D Action RecognitionHuman Activity RecognitionHuman action generationHuman Mesh Recovery
4 papers · 0 benchmarks
PHSPD (Polarization Human Shape and Pose Dataset)
PHSPD is a home-grown polarization image dataset of various human shapes and poses.
ImagesHuman action generationAction Generation
2 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.