{"url":"/dataset/sberquad","name":"SberQuAD","full_name":"Sberbank Question Answering Dataset","description_markdown":"A large scale analogue of Stanford SQuAD in the Russian language - is a valuable resource that has not been properly presented to the scientific community. \r\n\r\nSource: [SberQuAD -- Russian Reading Comprehension Dataset: Description and Analysis](/paper/sberquad-russian-reading-comprehension)\r\n\r\nSee [DeepPavlov link](http://files.deeppavlov.ai/datasets/sber_squad-v1.1.tar.gz)\r\n\r\n### Model results\r\n\r\n| Model config                 | EM (dev)    | F-1 (dev)   |\r\n|------------------------------|-------------|-------------|\r\n|[DeepPavlov RuBERT ](https://github.com/deepmipt/DeepPavlov/blob/0.15.0/deeppavlov/configs/squad/squad_ru_rubert_infer.json)           | 66.30+-0.24 | 84.60+-0.11 |\r\n| [DeepPavlov multilingual BERT](https://github.com/deepmipt/DeepPavlov/blob/0.15.0/deeppavlov/configs/squad/squad_ru_bert_infer.json) | 64.35+-0.39 | 83.39+-0.08 |\r\n| [DeepPavlov R-Net](https://github.com/deepmipt/DeepPavlov/blob/0.15.0/deeppavlov/configs/squad/squad_ru.json)             | 60.62       | 80.04       |","description_withheld":null,"homepage":"https://github.com/sberbank-ai/data-science-journey-2017","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/sberquad-russian-reading-comprehension","title":"SberQuAD -- Russian Reading Comprehension Dataset: Description and Analysis","first_author":"Pavel Efimov","url":null},"license":null,"modalities":[],"tasks":[{"name":"Question Answering","url":"/task/question-answering","datasets_with_task":"/datasets/task/question-answering"},{"name":"Reading Comprehension","url":"/task/reading-comprehension","datasets_with_task":"/datasets/task/reading-comprehension"}],"languages":[{"name":"Russian","url":"/datasets/language/russian"}],"variants":["SberQuAD"],"data_loaders":[{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/kuznetsoffandrey/sberquad","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/sberquad","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/sberbank-ai/data-science-journey-2017","url":"https://github.com/sberbank-ai/data-science-journey-2017","frameworks":[]}],"num_papers_in_archive":10,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/question-answering-on-sberquad","task":"Question Answering","dataset_variant":"SberQuAD","rows":3,"metrics":["EM","F1"],"first_row_in_archive_order":{"model":"DeepPavlov RuBERT","paper":"/paper/sberquad-russian-reading-comprehension","metrics":{"EM":"66.30+-0.24","F1":"84.60+-0.11"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/sberquad-russian-reading-comprehension","title":"SberQuAD -- Russian Reading Comprehension Dataset: Description and Analysis","date":"2019-12-20","rows_on_this_dataset":3,"code_links":0,"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."}