{"url":"/dataset/znaki","name":"Znaki","full_name":null,"description_markdown":"The first and the one open dataset for Russian finger-\r\nspelling, contained 1,593 annotated phrases and over 37\r\nthousand HD+ videos.","description_withheld":null,"homepage":"","introduced_date":"2025-05-15","introduced_date_note":null,"introduced_by":{"paper":"/paper/handreader-advanced-techniques-for-efficient","title":"HandReader: Advanced Techniques for Efficient Fingerspelling Recognition","first_author":"Pavel Korotaev","url":null},"license":{"name":"Apache","url":"https://www.apache.org/licenses/LICENSE-2.0"},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Videos","url":"/datasets/modality/videos"},{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Sign Language Recognition","url":"/task/sign-language-recognition","datasets_with_task":"/datasets/task/sign-language-recognition"}],"languages":[{"name":"Russian","url":"/datasets/language/russian"}],"variants":["Znaki"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/sign-language-recognition-on-znaki","task":"Sign Language Recognition","dataset_variant":"Znaki","rows":3,"metrics":["CER (%)"],"first_row_in_archive_order":{"model":"HandReader_RGB_KP","paper":"/paper/handreader-advanced-techniques-for-efficient","metrics":{"CER (%)":"5.06"},"code_links":[{"title":"ai-forever/handreader","url":"https://github.com/ai-forever/handreader"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/handreader-advanced-techniques-for-efficient","title":"HandReader: Advanced Techniques for Efficient Fingerspelling Recognition","date":"2025-05-15","rows_on_this_dataset":3,"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."}