Available Datasets

GenTS presets 13 widely used time series generation datasets from multiple domains. Some of them come naturally with missing values and class labels, supporting to benchmark different kinds of models.

Note

SineND, Spiral2D, and MoJoCo are simulated datasets, so they have arbitrary resolution (and time steps).

Note

Physionet originally records 48-hour patients status at 1-minute resolution, but it can also be aggregated to other resolutions. We recommend the lowest resolution (1 hour) for benchmarking.

Data Overview

Name	Resolution	Dimension	Missing value	Class label	Domain
SineND	continuous	N			Physics
Spiral2D	continuous	2		2	Physics
Stocks	1 day	6			Financial
Energy	10 min	28			Energy
ETT dataset	1 hour/15 min	7			Energy
Electricity dataset	1 hour	321			Energy
Traffic dataset	1 hour	862			Traffic
Exchange	1 day	8			Financial
MoJoCo	continuous	14			Physics
Physionet	1 min - 1 hour	35	✅	2	Healthcare
ECG	~700 Hz	1		5	Healthcare
AirQuality	1 hour	6	✅		Environment
Weather	10 min	6			Environment