{"url":"/dataset/shifts-weather","name":"Shifts-Weather","full_name":null,"description_markdown":"A dataset of real distributional shift across multiple large-scale tasks.\r\n\r\nReference: [Arxiv Paper](https://arxiv.org/abs/2107.07455)","description_withheld":null,"homepage":"https://github.com/Shifts-Project/shifts","introduced_date":"2021-07-15","introduced_date_note":null,"introduced_by":{"paper":"/paper/shifts-a-dataset-of-real-distributional-shift","title":"Shifts: A Dataset of Real Distributional Shift Across Multiple Large-Scale Tasks","first_author":"Andrey Malinin","url":null},"license":null,"modalities":[{"name":"Tabular","url":"/datasets/modality/tabular"}],"tasks":[],"languages":[],"variants":["Shifts-Weather"],"data_loaders":[],"num_papers_in_archive":4,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"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."}