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Time Series Classification datasets

archive 2025-07-28

19 datasets carry the task tag "Time Series Classification" (the task itself: Time Series Classification), ordered by the archive's paper count. Page 1 of 1: 19 shown of 19. 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 Classification datasets 1–19 of 19

SHAPES (Swarm Heuristics based Adaptive and Penalized Estimation of Splines)

SHAPES is a dataset of synthetic images designed to benchmark systems for understanding of spatial and logical relations among multiple objects.

Images Texts Question Answering Visual Question Answering (VQA)Time Series Classification Visual Reasoning

120 papers · 1 benchmark

UCI Machine Learning Repository

UCI Machine Learning Repository is a collection of over 550 datasets.

Time Series Classification Density Estimation Core set discovery Multivariate Time Series Imputation Synthetic Data Generation Gaussian Processes

56 papers · 9 benchmarks

UCR Time Series Classification Archive

The UCR Time Series Archive - introduced in 2002, has become an important resource in the time series data mining community, with at least one thousand published papers making use of at least one data set from the archive.

Audio Time series Time Series Classification Audio Classification ECG Classification Time Series Clustering Time Series Averaging

42 papers · 2 benchmarks

PhysioNet Challenge 2012

The PhysioNet Challenge 2012 dataset is publicly available and contains the de-identified records of 8000 patients in Intensive Care Units (ICU).

Images Medical Time Series Analysis Time Series Classification Multivariate Time Series Forecasting Imputation Multivariate Time Series Imputation

23 papers · 5 benchmarks

EigenWorms

Caenorhabditis elegans is a roundworm commonly used as a model organism in the study of genetics.

Time Series Analysis Time Series Classification

21 papers · 1 benchmark

ECG Heartbeat Categorization Dataset

This dataset is composed of two collections of heartbeat signals derived from two famous PhysioNet datasets in heartbeat classification, the MIT-BIH Arrhythmia Dataset and the PTB Diagnostic ECG Database.

Time series Time Series Classification ECG Classification

10 papers · 0 benchmarks

PLAsTiCC (Photometric LSST Astronomical Time-Series Classification Challenge)

The PLAsTiCC dataset is a collection of simulated light curves from the Photometric LSST Astronomical Time-Series Classification Challenge.

Time series Time Series Classification Astronomy

10 papers · 0 benchmarks

ECG5000

The original dataset for "ECG5000" is a 20-hour long ECG downloaded from Physionet.

Time Series Classification Unsupervised Anomaly Detection Outlier Detection

6 papers · 3 benchmarks

ECG200

Time Series Classification Early Classification

4 papers · 2 benchmarks

ATMs fault prediction

The collected dataset consists of multivariate time series (MTS) data belonging to several ATMs banking along with the annotations that the operators did when they performed a maintenance task on any of the machines.

Tabular Time series Time Series Classification Time Series Anomaly Detection

2 papers · 0 benchmarks

Consumer Spendings (Finance > US Economy > Consumer Spendings)

State-level data for the US economy through the lens of consumer spending (Credit/Debit Spending) .

Time series Time Series Analysis Time Series Forecasting Time Series Classification Time Series Anomaly Detection

2 papers · 1 benchmark

BorealTC (Boreal Terrain Classification Dataset)

Recorded with a Husky A200 wheeled UGV, BorealTC contains 116 min of Inertial Measurement Unit (IMU), motor current, and wheel odometry data, focusing on typical boreal forest terrains, notably snow, ice, and silty loam.

Time series Time Series Classification Time Series

1 paper · 1 benchmark

Bosch CNC Machining Dataset

The dataset provided is a collection of real-world industrial vibration data collected from a brownfield CNC milling machine.

Time series Anomaly Detection Time Series Classification Time Series Clustering Semi-supervised time series classification

1 paper · 0 benchmarks

EEG Eye State

All data is from one continuous EEG measurement with the Emotiv EEG Neuroheadset.

Time series Time Series Classification Time Series Prediction

1 paper · 0 benchmarks

MJFF Levodopa Response Study

The data generated from this study are grouped into 3 main types: (1) participant demographic and clinical data, (2) sensor data from the different devices, as well as clinical scores and metadata related to the tasks performed, and (3)…

Medical Time series Time Series Classification

1 paper · 0 benchmarks

RoBo6

Dataset contains light curves of 6 rocket body types from Mini Mega Tortora database (MMT)[^1].

Time series Classification Time Series Classification

1 paper · 0 benchmarks

Vulpi et al. 2021 (San Cassiano Terrain Classification Dataset)

Recorded with a Husky A200 wheeled UGV, the Vulpi 2021 dataset contains 13 min of Inertial Measurement Unit (IMU), motor current, and wheel odometry data, focusing on agricultural terrains.

Time series Time Series Classification Time Series

1 paper · 0 benchmarks

Yeast colony morphologies (Quantifying yeast colony morphologies with feature engineering from time-lapse photography)

Data for the paper entitled Quantifying yeast colony morphologies with feature engineering from time-lapse photography by A.

Images Time Series Classification Image Categorization

1 paper · 0 benchmarks

fNIRS2MW (The Tufts fNIRS to Mental Workload Dataset)

The Tufts fNIRS to Mental Workload (fNIRS2MW) open-access dataset is a new dataset for building machine learning classifiers that can consume a short window (30 seconds) of multivariate fNIRS recordings and predict the mental workload…

Time series Domain Adaptation Time Series Classification Domain Generalization Fairness

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.

Time Series Classification datasets

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

Time Series Classification datasets 1–19 of 19