The Registry of Open Data on AWS is now available on AWS Data Exchange
All datasets on the Registry of Open Data are now discoverable on AWS Data Exchange alongside 3,000+ existing data products from category-leading data providers across industries. Explore the catalog to find open, free, and commercial data sets. Learn more about AWS Data Exchange


benchmark deep learning machine learning meta learning time series forecasting


TSBench comprises thousands of benchmark evaluations for time series forecasting methods. It provides various metrics (i.e. measures of accuracy, latency, number of model parameters, ...) of 13 time series forecasting methods across 44 heterogeneous datasets. Time series forecasting methods include both classical and deep learning methods while several hyperparameters settings are evaluated for the deep learning methods.In addition to the tabular data providing the metrics, TSBench includes the probabilistic forecasts of all evaluated methods for all 44 datasets. While the tabular data is small (about 10 MiB), the forecasts amount to almost 600 GiB of data.

Update Frequency

Not expected to be updated




Managed By

See all datasets managed by Amazon Web Services.


How to Cite

TSBench was accessed on DATE from

Resources on AWS

  • Description
    TSBench Evaluation Metrics and Probabilistic Forecasts
    Resource type
    S3 Bucket
    Amazon Resource Name (ARN)
    AWS Region
    AWS CLI Access (No AWS account required)
    aws s3 ls --no-sign-request s3://odp-tsbench/

Edit this dataset entry on GitHub

Tell us about your project