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Activity Recognition datasets
archive 2025-07-2830 datasets carry the task tag "Activity Recognition" (the task itself: Activity Recognition), ordered by the archive's paper count. Page 1 of 1: 30 shown of 30. 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 52Activity Recognition 30
Activity Recognition datasets 1–30 of 30
Augments the video-description dataset TACoS with short and single sentence descriptions.
45 papers · 1 benchmark
GazeFollow is a large-scale dataset annotated with the location of where people in images are looking.
38 papers · 1 benchmark
This dataset includes time-series data generated by accelerometer and gyroscope sensors (attitude, gravity, userAcceleration, and rotationRate).
35 papers · 0 benchmarks
The Drive&Act dataset is a state of the art multi modal benchmark for driver behavior recognition.
26 papers · 1 benchmark
MEVA (Multiview Extended Video with Activities)
Large-scale dataset for human activity recognition.
17 papers · 0 benchmarks
A database with 2,000 videos captured by surveillance cameras in real-world scenes.
16 papers · 1 benchmark
First-Person Hand Action Benchmark is a collection of RGB-D video sequences comprised of more than 100K frames of 45 daily hand action categories, involving 26 different objects in several hand configurations.
15 papers · 2 benchmarks
MoVi (Large Multipurpose Motion and Video Dataset)
Contains 60 female and 30 male actors performing a collection of 20 predefined everyday actions and sports movements, and one self-chosen movement.
12 papers · 1 benchmark
EgoHOS (Fine-Grained Egocentric Hand-Object Segmentation Dataset)
EgoHOS is a labeled dataset consisting of 11243 egocentric images with per-pixel segmentation labels of hands and objects being interacted with during a diverse array of daily activities.
9 papers · 0 benchmarks
Home Action Genome is a large-scale multi-view video database of indoor daily activities.
9 papers · 2 benchmarks
MISAW (MIcro-Surgical Anastomose Workflow recognition on training sessions)
The MISAW data set is composed of 27 sequences of micro-surgical anastomosis on artificial blood vessels performed by 3 surgeons and 3 engineering students.
8 papers · 1 benchmark
OPERAnet is a multimodal activity recognition dataset acquired from radio frequency and vision-based sensors.
8 papers · 0 benchmarks
EYTH (EgoYouTubeHands)
Includes egocentric videos containing hands in the wild.
7 papers · 0 benchmarks
This is a 3D action recognition dataset, also known as 3D Action Pairs dataset.
7 papers · 1 benchmark
A dataset which provides detailed annotations for activity recognition.
5 papers · 1 benchmark
Simitate is a hybrid benchmarking suite targeting the evaluation of approaches for imitation learning.
5 papers · 0 benchmarks
The Sims4Action Dataset: a videogame-based dataset for Synthetic→Real domain adaptation for human activity recognition.
5 papers · 0 benchmarks
Includes 11,771 samples of both human activities and falls performed by 30 subjects of ages ranging from 18 to 60 years.
4 papers · 0 benchmarks
A multi-sensor, multi-modal dataset, implemented to benchmark Human Activity Recognition(HAR) and Multi-modal Fusion algorithms.
3 papers · 0 benchmarks
MMDB (Multimodal Dyadic Behavior)
Multimodal Dyadic Behavior (MMDB) dataset is a unique collection of multimodal (video, audio, and physiological) recordings of the social and communicative behavior of toddlers.
3 papers · 0 benchmarks
PETRAW (PEg TRAnsfer Workflow recognition by different modalities)
PETRAW data set was composed of 150 sequences of peg transfer training sessions.
3 papers · 6 benchmarks
Contains annotations of human activity with different sub-actions, e.g., activity Ping-Pong with four sub-actions which are pickup-ball, hit, bounce-ball and serve.
2 papers · 0 benchmarks
MPHOI-72 (Multi-person Human-object Interaction Dataset 72)
MPHOI-72 is a multi-person human-object interaction dataset that can be used for a wide variety of HOI/activity recognition and pose estimation/object tracking tasks.
2 papers · 0 benchmarks
Stanford40 (Stanford 40 Actions)
The Stanford 40 Action Dataset contains images of humans performing 40 actions.
2 papers · 1 benchmark
CLAD (Complex and Long Activities Dataset)
CLAD (Compled and Long Activities Dataset) is an activity dataset which exhibits real-life and diverse scenarios of complex, temporally-extended human activities and actions.
1 paper · 0 benchmarks
HASCD (Human Activity Segmentation Challenge Dataset)
HASCD (Human Activity Segmentation Challenge Dataset) contains 250 annotated multivariate time series capturing 10.7 h of real-world human motion smartphone sensor data from 15 bachelor computer science students.
1 paper · 0 benchmarks
INDRA (INdian Dataset for RoAd crossing)
INDRA is a dataset capturing videos of Indian roads from the pedestrian point-of-view.
1 paper · 0 benchmarks
MOSAD (Mobile Sensing Human Activity Data Set)
MOSAD (Mobile Sensing Human Activity Data Set) is a multi-modal, annotated time series (TS) data set that contains 14 recordings of 9 triaxial smartphone sensor measurements (126 TS) from 6 human subjects performing (in part) 3 motion…
1 paper · 0 benchmarks
DAHLIA (DAily Human Life Activity)
DAHLIA dataset [1] is devoted to human activity recognition, which is a major issue for adapting smart-home services such as user assistance.
0 papers · 0 benchmarks
InfiniteRep is a synthetic, open-source dataset for fitness and physical therapy (PT) applications.
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.