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Time series datasets

archive 2025-07-28

294 datasets carry the modality tag "Time series", ordered by the archive's paper count. Page 2 of 7: 48 shown of 294. 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.

Time series datasets 49–96 of 294

WALT (Watch and Learn TimeLapse Images)

We introduce a new dataset, Watch and Learn Time-lapse (WALT), consisting of multiple (4K and 1080p) cameras capturing urban environments over a year.

Images Videos Time series Tracking 3D Anomaly Detection Amodal Instance Segmentation

7 papers · 1 benchmark

Weather2K

A multivariate spatio-temporal benchmark dataset for meteorological forecasting based on real-time observation data from ground weather stations.

Environment Time series Time Series Forecasting Weather Forecasting Spatio-Temporal Forecasting

7 papers · 16 benchmarks

AnoShift (AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection)

AnoShift is a large-scale anomaly detection benchmark, which focuses on splitting the test data based on its temporal distance to the training set, introducing three testing splits: IID, NEAR, and FAR.

Tabular Time series Anomaly Detection Unsupervised Anomaly Detection

6 papers · 1 benchmark

GFF (Global Flood Forecasting)

Floods are among the most common and devastating natural hazards, imposing immense costs on our society and economy due to their disastrous consequences.

Images Time series Semantic Segmentation Change Detection Weather Forecasting Flood extent forecasting

6 papers · 1 benchmark

NASA C-MAPSS-2 (Turbofan Engine Degradation Simulation Data Set-2)

The generation of data-driven prognostics models requires the availability of datasets with run-to-failure trajectories.

Time series Remaining Useful Lifetime Estimation

6 papers · 1 benchmark

PRONOSTIA Bearing Dataset

The PRONOSTIA (also called FEMTO) bearing dataset consists of 17 accelerated run-to-failures on a small bearing test rig.

Time series Remaining Useful Lifetime Estimation Fault Detection

6 papers · 0 benchmarks

PhysioNet Challenge 2021 (The PhysioNet/Computing in Cardiology Challenge 2021)

Data Description The training data contains twelve-lead ECGs.

Biomedical Time series ECG Classification Age Estimation

6 papers · 2 benchmarks

REFIT (An electrical load measurements dataset of United Kingdom households from a two-year longitudinal study)

Smart meter roll-outs provide easy access to granular meter measurements, enabling advanced energy services, ranging from demand response measures, tailored energy feedback and smart home/building automation.

Time series

6 papers · 0 benchmarks

SDWPF (A Dataset for Spatial Dynamic Wind Power Forecasting Challenge at KDD Cup 2022)

The unique Spatial Dynamic Wind Power Forecasting dataset: SDWPF, which includes the spatial distribution of wind turbines, as well as the dynamic context factors.

Time series Time Series Prediction

6 papers · 0 benchmarks

UTSD (Unified Time Series Dataset)

Unified Time Series Dataset (UTSD) includes 7 domains with up to 1 billion time points with hierarchical capacities to facilitate research of large models in the field of time series.

Time series Anomaly Detection Time Series Forecasting Imputation

6 papers · 0 benchmarks

exiD Dataset (The Entries and Exits Drone Dataset)

The exiD dataset introduces a groundbreaking collection of naturalistic road user trajectories at highway entries and exits in Germany, meticulously captured with drones to navigate past the limitations of conventional traffic data…

Time series Tracking Trajectory Prediction Trajectory Forecasting Trajectory Planning Trajectory Modeling Trajectory Clustering

6 papers · 0 benchmarks

ClimateSet (ClimateSet - : A Large-Scale Climate Model Dataset for Machine Learning)

Climate models are critical tools for analyzing climate change and projecting its future impact.

3D Time series

5 papers · 0 benchmarks

DurLAR (A High-Fidelity 128-Channel LiDAR Dataset with Panoramic Ambient and Reflectivity Imagery)

DurLAR is a high-fidelity 128-channel 3D LiDAR dataset with panoramic ambient (near infrared) and reflectivity imagery for multi-modal autonomous driving applications.

Images 3D Point cloud Time series Stereo RGB Video LiDAR Depth Estimation Autonomous Driving 3D Depth Estimation

5 papers · 0 benchmarks

IowaRain

IowaRain is a dataset of rainfall events for the state of Iowa (2016-2019) acquired from the National Weather Service Next Generation Weather Radar (NEXRAD) system and processed by a quantitative precipitation estimation system.

Time series Weather Forecasting

5 papers · 0 benchmarks

Sales (Rossmann Store Sales)

Forecast Sales using ARIMA and SARIMA

Time series Time Series

5 papers · 0 benchmarks

VNAT (VPN/NONVPN NETWORK APPLICATION TRAFFIC DATASET)

This dataset is a collection of labelled PCAP files, both encrypted and unencrypted, across 10 applications, as well as a pandas dataframe in HDF5 format containing detailed metadata summarizing the connections from those files.

Time series Tables Classification Security Studies

5 papers · 0 benchmarks

Vi-Fi Multi-modal Dataset

A large-scale multi-modal dataset to facilitate research and studies that concentrate on vision-wireless systems.

Videos Time series RGB-D RGB Video Multimodal Association Out-of-Sight Trajectory Prediction

5 papers · 1 benchmark

WEAR (WEAR: An Outdoor Sports Dataset for Wearable and Egocentric Activity Recognition)

WEAR is an outdoor sports dataset for both vision- and inertial-based human activity recognition (HAR).

Videos Time series Temporal Action Localization Action Detection Human Activity Recognition

5 papers · 0 benchmarks

WiGesture (Wireless Sensing Dataset for Gesture Recognition and People ID Identification with ESP32)

WiGesture dataset contains data related to gesture recognition and people id identification in a meeting room scenario.

Time series Gesture Recognition Action Classification Person Identification Action Classification (1-shot)Person Identification (1-shot)Person Identification (zero-shot)+1 tasks

5 papers · 2 benchmarks

voraus-AD

voraus-AD contains machine data of a collaborative robot, which moves a can by performing an industrial pick-and-place task.

Time series Anomaly Detection

5 papers · 1 benchmark

ECG-Image-Database (Digitization and Classification of ECG Images: The George B. Moody PhysioNet Challenge 2024)

The George B.

Time series Classification Segmentation ECG Digitization

4 papers · 1 benchmark

HOMER (Household Object Movements from Everyday Routines)

The Household Object Movements from Everyday Routines (HOMER) dataset is composed of routine behaviors for five households, spanning 50 days for the train split and 10 days for test split.

3D Time series Object Tracking

4 papers · 0 benchmarks

IBM Transactions for Anti Money Laundering

Money laundering is a multi-billion dollar issue.

Graphs Time series Fraud Detection

4 papers · 0 benchmarks

KU-HAR

Human Activity Recognition (HAR) refers to the capacity of machines to perceive human actions.

Tabular Time series

4 papers · 0 benchmarks

Lorenz Dataset

The Lorenz dataset contains 100000 time-series with length 24.

Time series Time Series Forecasting Probabilistic Time Series Forecasting

4 papers · 1 benchmark

Monash

Time Series Forecasting Repository containing datasets of related time series for global forecasting.

Time series Time Series Forecasting

4 papers · 0 benchmarks

NILoc (Neural Inertial Localizatio)

IMU, WiFi data along with aligned Visual SLAM groundtruth locations from a smartphone carried during natural human motion

Time series Indoor Localization

4 papers · 0 benchmarks

PDEBench - Benchmark for Scientific Machine Learning

PDEBench provides a diverse and comprehensive set of benchmarks for scientific machine learning, including challenging and realistic physical problems.

Images Videos Time series Physics

4 papers · 0 benchmarks

PhyAAt (Physiology of Auditory Attention)

The dataset contains a collection of physiological signals (EEG, GSR, PPG) obtained from an experiment of the auditory attention on natural speech.

Time series EEG Semanticity prediction Attention Score Prediction Noise Level Prediction LWR Classification

4 papers · 4 benchmarks

PhysioNet Challenge 2020

Data The data for this Challenge are from multiple sources: CPSC Database and CPSC-Extra Database INCART Database PTB and PTB-XL Database The Georgia 12-lead ECG Challenge (G12EC) Database Undisclosed Database The first source is the…

Biomedical Time series ECG Classification

4 papers · 1 benchmark

Solar-Power (Solar Power Data for Integration Studies (Alabama))

Solar Power Data for Integration Studies NREL's Solar Power Data for Integration Studies are synthetic solar photovoltaic (PV) power plant data points for the United States representing the year 2006.

Time series Time Series Analysis Correlated Time Series Forecasting Univariate Time Series Forecasting

4 papers · 2 benchmarks

TCC

The largest and most realistic dataset available for TCC.

Time series

4 papers · 0 benchmarks

The tourism forecasting competition

> The data we use include 366 monthly series, 427 quarterly series and 518 yearly series.

Time series Time Series Forecasting

4 papers · 0 benchmarks

TimeHetNet (Meta Dataset for Time Series with heterogeneous networks)

This meta-dataset is composed of previously known datasets.

Time series Time-Series Few-Shot Learning with Heterogeneous Channels

4 papers · 0 benchmarks

VISUELLE2.0

Visuelle 2.0 is a dataset containing real data for 5355 clothing products of the retail fast-fashion Italian company, Nuna Lie.

Images Texts Time series Time Series Forecasting New Product Sales Forecasting Product Recommendation Short-observation new product sales forecasting Popularity Forecasting

4 papers · 2 benchmarks

eICU-CRD (eICU Collaborative Research Database)

The eICU Collaborative Research Database is a large multi-center critical care database made available by Philips Healthcare in partnership with the MIT Laboratory for Computational Physiology.

Medical Tabular Time series Tables Mortality Prediction ICU Mortality

4 papers · 2 benchmarks

eSports Sensors Dataset

The eSports Sensors dataset contains sensor data collected from 10 players in 22 matches in League of Legends.

Biomedical Tabular Environment Time series 6D Replay data Actions Tracking EEG Time Series Analysis Person Re-Identification Real-Time Strategy Games Skills Assessment Skills Evaluation Sensor Modeling+1 tasks

4 papers · 2 benchmarks

Apnea-ECG (PhysioNet Apnea-ECG Database)

The data consist of 70 records, divided into a learning set of 35 records (a01 through a20, b01 through b05, and c01 through c10), and a test set of 35 records (x01 through x35), all of which may be downloaded from this page.

Medical Time series Sleep apnea detection

3 papers · 1 benchmark

AugMod (AugMod: pythagore-mod-reco)

Context A radio signal consists in two channels, channel I (for 'In phase') and channel Q (for 'Quadrature') and can be assimilated as a stream of complex numbers.

Time series Automatic Modulation Recognition

3 papers · 0 benchmarks

BRUSH (Brown University Stylus Handwriting)

The BRUSH dataset (BRown University Stylus Handwriting) contains 27,649 online handwriting samples from a total of 170 writers.

Time series Handwriting Recognition Handwriting Verification Handwriting generation

3 papers · 0 benchmarks

Dhaka Stock Exchange Historical Data

The dataset contains historical technical data of Dhaka Stock Exchange (DSE).

Tabular Time series Stock Market Prediction Stock Prediction

3 papers · 0 benchmarks

ExtMarker (3D motion of chest external markers)

Three-dimensional position of external markers placed on the chest and abdomen of healthy individuals breathing during intervals from 73s to 222s.

Medical Time series Time Series Forecasting Multivariate Time Series Forecasting Univariate Time Series Forecasting Time Series Prediction Respiratory motion forecasting

3 papers · 1 benchmark

Extreme Events > Natural Disasters > Hurricane (Tourism > Finance > Sales Revenue)

A new spatio-temporal benchmark dataset (Hurricane), is suited for forecasting during extreme events and anomalies.

Tabular Time series Time Series Analysis Time Series Forecasting Weather Forecasting Univariate Time Series Forecasting Time Series Prediction Hurricane Forecasting+1 tasks

3 papers · 1 benchmark

HiRID

HiRID is a freely accessible critical care dataset containing data relating to almost 34 thousand patient admissions to the Department of Intensive Care Medicine of the Bern University Hospital, Switzerland (ICU), an interdisciplinary…

Medical Time series ICU Mortality Patient Phenotyping Circulatory Failure Respiratory Failure Kidney Function Remaining Length of Stay

3 papers · 6 benchmarks

METR-LA Point Missing

The original dataset from Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting contains traffic readings collected from 207 loop detectors on highways in Los Angeles County, aggregated in 5 minutes intervals…

Time series Imputation Multivariate Time Series Imputation Traffic Data Imputation

3 papers · 1 benchmark

MIT-BIH AFDB (MIT-BIH Atrial Fibrilation Database)

This database includes 25 long-term ECG recordings of human subjects with atrial fibrillation (mostly paroxysmal).

Medical Time series

3 papers · 0 benchmarks

MM-OR

Operating rooms (ORs) are complex, high-stakes environments requiring precise understanding of interactions among medical staff, tools, and equipment for enhancing surgical assistance, situational awareness, and patient safety.

Images Videos Texts Graphs 3D Audio Point cloud Medical Time series Speech RGB-D 2D Panoptic Segmentation Scene Graph Generation Action Anticipation Video Segmentation Video Panoptic Segmentation Surgical phase recognition+2 tasks

3 papers · 3 benchmarks

NinaPro DB2 (DB2 - 40 Intact Subjects - Delsys Trigno electrodes)

The second Ninapro database includes 40 intact subjects and it is thoroughly described in the paper: "Manfredo Atzori, Arjan Gijsberts, Claudio Castellini, Barbara Caputo, Anne-Gabrielle Mittaz Hager, Simone Elsig, Giorgio Giatsidis,…

Biomedical Medical Time series EMG Gesture Recognition

3 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.

Time series datasets

Filter 39 modality tags shown of 39, by dataset count; the full filter by modality, task and language is on /datasets

Time series datasets 49–96 of 294