{"url":"/dataset/cluttered-omniglot","name":"Cluttered Omniglot","full_name":null,"description_markdown":"Dataset for one-shot segmentation.\r\n\r\nSource: [One-Shot Segmentation in Clutter](/paper/one-shot-segmentation-in-clutter)","description_withheld":null,"homepage":"https://github.com/michaelisc/cluttered-omniglot","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/one-shot-segmentation-in-clutter","title":"One-Shot Segmentation in Clutter","first_author":"Claudio Michaelis","url":null},"license":null,"modalities":[],"tasks":[{"name":"One-Shot Segmentation","url":"/task/one-shot-segmentation","datasets_with_task":"/datasets/task/one-shot-segmentation"}],"languages":[],"variants":["Cluttered Omniglot"],"data_loaders":[{"repo":"https://github.com/activeloopai/Hub","url":"https://docs.activeloop.ai/datasets/omniglot-dataset","frameworks":["tf","pytorch"]},{"repo":"https://github.com/michaelisc/cluttered-omniglot","url":"https://github.com/michaelisc/cluttered-omniglot","frameworks":["tf"]}],"num_papers_in_archive":3,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/one-shot-segmentation-on-cluttered-omniglot","task":"One-Shot Segmentation","dataset_variant":"Cluttered Omniglot","rows":2,"metrics":["IoU [32 distractors]","IoU [4 distractors]","IoU [256 distractors]"],"first_row_in_archive_order":{"model":"MaskNet","paper":"/paper/one-shot-segmentation-in-clutter","metrics":{"IoU [256 distractors]":"43.7","IoU [32 distractors]":"65.6","IoU [4 distractors]":"95.8"},"code_links":[{"title":"michaelisc/cluttered-omniglot","url":"https://github.com/michaelisc/cluttered-omniglot"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/one-shot-segmentation-in-clutter","title":"One-Shot Segmentation in Clutter","date":"2018-03-26","rows_on_this_dataset":2,"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."}