{"url":"/dataset/slovo-russian-sign-language-dataset","name":"Slovo: Russian Sign Language Dataset","full_name":"Slovo: Russian Sign Language Dataset","description_markdown":"We introduce a large-scale video dataset **Slovo** for Russian Sign Language task. Slovo dataset size is about **16 GB**, and it contains **20400** RGB videos for **1000** sign language gestures from 194 singers. Each class has 20 samples. The dataset is divided into training set and test set by subject `user_id`. The training set includes 15300 videos, and the test set includes 5100 videos. The total video recording time is ~9.2 hours. About 35% of the videos are recorded in HD format, and 65% of the videos are in FullHD resolution. The average video length with gesture is 50 frames.\r\n\r\nAnnotation file is easy to use and contains some useful columns, see `annotations.csv` file:\r\n\r\n|    | attachment_id | user_id | width | height | length |  text  | train   | begin | end |\r\n|---:|:--------------|:--------|------:|-------:|-------:|-------:|:--------|:------|:----|\r\n|  0 | de81cc1c-...  | 1b...   |  1440 |   1920 |     14 | привет | True    | 30    | 45  |\r\n|  1 | 3c0cec5a-...  | 64...   |  1440 |   1920 |     32 |   утро | False   | 43    | 66  |\r\n|  2 | d17ca986-...  | cf...   |  1920 |   1080 |     44 |  улица | False   | 12    | 31  |\r\n\r\nwhere:  \r\n - `attachment_id` - video file name  \r\n - `user_id` - unique anonymized user ID  \r\n - `width` - video width  \r\n - `height` - video height  \r\n - `length` - video length  \r\n - `text` - gesture class in Russian Langauge  \r\n - `train` - train or test boolean flag  \r\n - `begin` - start of the gesture (for original dataset)  \r\n - `end` - end of the gesture (for original dataset)","description_withheld":null,"homepage":"https://github.com/hukenovs/slovo","introduced_date":"2023-05-23","introduced_date_note":null,"introduced_by":{"paper":"/paper/slovo-russian-sign-language-dataset","title":"Slovo: Russian Sign Language Dataset","first_author":"Alexander Kapitanov","url":null},"license":{"name":"Creative Commons Attribution-ShareAlike 4.0","url":"https://github.com/hukenovs/slovo/blob/master/license/en_us.pdf"},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Videos","url":"/datasets/modality/videos"}],"tasks":[{"name":"Gesture Recognition","url":"/task/gesture-recognition","datasets_with_task":"/datasets/task/gesture-recognition"},{"name":"Sign Language Recognition","url":"/task/sign-language-recognition","datasets_with_task":"/datasets/task/sign-language-recognition"},{"name":"Hand Detection","url":"/task/hand-detection","datasets_with_task":"/datasets/task/hand-detection"}],"languages":[],"variants":["Slovo: Russian Sign Language Dataset"],"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-slovo-russian","task":"Sign Language Recognition","dataset_variant":"Slovo: Russian Sign Language Dataset","rows":1,"metrics":["Mean Accuracy"],"first_row_in_archive_order":{"model":"mVITv2-S","paper":"/paper/slovo-russian-sign-language-dataset","metrics":{"Mean Accuracy":"64.09"},"code_links":[{"title":"hukenovs/slovo","url":"https://github.com/hukenovs/slovo"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/slovo-russian-sign-language-dataset","title":"Slovo: Russian Sign Language Dataset","date":"2023-05-23","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."}