{"url":"/dataset/lorenz-dataset-1","name":"Lorenz Dataset","full_name":null,"description_markdown":"The Lorenz dataset contains 100000 time-series with length 24. The data has 5 modes and it is obtained using the Lorenz equation with 5 different seed values.\r\n\r\nSource: [Lorenz Dataset](https://git.opendfki.de/koochali/forgan)","description_withheld":null,"homepage":"https://git.opendfki.de/koochali/forgan","introduced_date":"2019-03-29","introduced_date_note":null,"introduced_by":{"paper":"/paper/probabilistic-forecasting-of-sensory-data","title":"Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN","first_author":"Alireza Koochali","url":null},"license":null,"modalities":[{"name":"Time series","url":"/datasets/modality/time-series"}],"tasks":[{"name":"Time Series Forecasting","url":"/task/time-series-forecasting","datasets_with_task":"/datasets/task/time-series-forecasting"},{"name":"Probabilistic Time Series Forecasting","url":"/task/probabilistic-time-series-forecasting","datasets_with_task":"/datasets/task/probabilistic-time-series-forecasting"}],"languages":[],"variants":["Lorenz dataset","Lorenz Dataset"],"data_loaders":[],"num_papers_in_archive":4,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/probabilistic-time-series-forecasting-on","task":"Probabilistic Time Series Forecasting","dataset_variant":"Lorenz dataset","rows":1,"metrics":["CRPS","KLD"],"first_row_in_archive_order":{"model":"ForGAN","paper":"/paper/probabilistic-forecasting-of-sensory-data","metrics":{"CRPS":"1.511","KLD":"1.67e-2"},"code_links":[{"title":"koochali/forgan","url":"https://git.opendfki.de/koochali/forgan"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/probabilistic-forecasting-of-sensory-data","title":"Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN","date":"2019-03-29","rows_on_this_dataset":1,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}