{"url":"/dataset/zest","name":"ZEST","full_name":null,"description_markdown":"A new English language dataset structured for task-oriented evaluation on unseen tasks. \r\n\r\nSource: [Learning from Task Descriptions](/paper/learning-from-task-descriptions)","description_withheld":null,"homepage":"https://github.com/allenai/zest","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/learning-from-task-descriptions","title":"Learning from Task Descriptions","first_author":"Orion Weller","url":null},"license":null,"modalities":[],"tasks":[{"name":"Systematic Generalization","url":"/task/systematic-generalization","datasets_with_task":"/datasets/task/systematic-generalization"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["ZEST"],"data_loaders":[{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/allenai/zest","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/zest","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/allenai/zest","url":"https://github.com/allenai/zest","frameworks":[]}],"num_papers_in_archive":3,"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."}