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3D Action Recognition datasets

archive 2025-07-28

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

3D Action Recognition datasets 1–15 of 15

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
BABEL
BABEL is a large dataset with language labels describing the actions being performed in mocap sequences.
3DAction RecognitionTemporal Action Localization3D Action RecognitionAction Classification
72 papers · 1 benchmark
Assembly101
Assembly101 is a new procedural activity dataset featuring 4321 videos of people assembling and disassembling 101 "take-apart" toy vehicles.
VideosAction Recognition3D Action RecognitionAction SegmentationAction AnticipationOpen Vocabulary Action RecognitionMistake Detection
57 papers · 4 benchmarks
UAV-Human
UAV-Human is a large dataset for human behavior understanding with UAVs.
RGB-DRGB VideoPose EstimationAction RecognitionPerson Re-Identification3D Action Recognition2D Human Pose EstimationSkeleton Based Action Recognition+1 tasks
47 papers · 5 benchmarks
Florence3D
The dataset collected at the University of Florence during 2012, has been captured using a Kinect camera.
Images3DAction RecognitionTemporal Action Localization3D Action RecognitionSkeleton Based Action Recognition
18 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
FR-FS (Fall Recognition in Figure Skating)
The FR-FS dataset contains 417 videos collected from FIV dataset and Pingchang 2018 Winter Olympic Games.
Videos3D Action Recognition
4 papers · 0 benchmarks
Fitness-AQA (Fitness Action Quality Assessment [ECCV 2022])
Largest, first-of-its-kind, in-the-wild, fine-grained workout/exercise posture analysis dataset, covering three different exercises: BackSquat, Barbell Row, and Overhead Press.
ImagesVideosPose EstimationAction Recognition3D Action Recognition2D Human Pose EstimationVideo UnderstandingAction Quality Assessment+5 tasks
3 papers · 0 benchmarks
Navigation Turing Test
Replay data from human players and AI agents navigating in a 3D game environment.
ImagesVideosReplay data3D Action Recognition
3 papers · 0 benchmarks
3DYoga90 (3DYoga90: A Hierarchical Video Dataset for Yoga Pose Understanding)
3DYoga90 is organized within a three-level label hierarchy.
Videos3DActionsRGB Video3D Action RecognitionVideo Recognition
2 papers · 0 benchmarks
CAP (Consented Activities of People)
The Consented Activities of People (CAP) dataset is a fine grained activity dataset for visual AI research curated using the Visym Collector platform.
Videos3D Action Recognition
2 papers · 0 benchmarks
MultiviewC
The MultiviewC dataset mainly contributes to multiview cattle action recognition, 3D objection detection and tracking.
3D Object Detection3D Action RecognitionMultiview Detection
2 papers · 0 benchmarks
DARai (Daily Activity Recordings for AI and ML applications)
Daily Activity Recordings for Artificial Intelligence (DARai, pronounced "Dahr-ree") is a multimodal, hierarchically annotated dataset constructed to understand human activities in real-world settings.
ImagesVideosBiomedicalEnvironmentTime seriesRGB-DLiDARObject Detection2D Semantic Segmentation3D Action RecognitionScene Segmentation2D Pose EstimationHuman-Object Interaction Detection+5 tasks
1 paper · 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
UNIPD-BPE (University of Padova Body Pose Estimation)
The University of Padova Body Pose Estimation dataset (UNIPD-BPE) is an extensive dataset for multi-sensor body pose estimation containing both single-person and multi-person sequences with up to 4 interacting people A network with 5…
RGB-DTracking3D Human Pose Estimation3D Action Recognition3D Human Pose Tracking3D Human Shape Estimation3D Multi-Person Human Pose Estimation
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.