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Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.

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01BeIR /scifact-qrels Dataset Card for BEIR Benchmark Dataset Summary BEIR is a heterogeneous benchmark that has been built from 18 diverse datasets representing 9 information retrieval tasks: Fact-checking: FEVER, Climate-FEVER, SciFact Question-Answering: NQ, HotpotQA, FiQA-2018 Bio-Medical IR: TREC-COVID, BioASQ, NFCorpus News Retrieval: TREC-NEWS, Robust04 Argument Retrieval: Touche-2020, ArguAna Duplicate Question Retrieval: Quora, CqaDupstack Citation-Prediction: SCIDOCS Tweet… See the full description on the dataset page: https://huggingface.co/datasets/BeIR/scifact-qrels.tabulartext-retrieval1K<n<10K1 likes18k downloads4y agoHugging Face02BeIR /fiqa-qrels Dataset Card for BEIR Benchmark Dataset Summary BEIR is a heterogeneous benchmark that has been built from 18 diverse datasets representing 9 information retrieval tasks: Fact-checking: FEVER, Climate-FEVER, SciFact Question-Answering: NQ, HotpotQA, FiQA-2018 Bio-Medical IR: TREC-COVID, BioASQ, NFCorpus News Retrieval: TREC-NEWS, Robust04 Argument Retrieval: Touche-2020, ArguAna Duplicate Question Retrieval: Quora, CqaDupstack Citation-Prediction: SCIDOCS Tweet… See the full description on the dataset page: https://huggingface.co/datasets/BeIR/fiqa-qrels.tabulartext-retrieval10K<n<100K0 likes3.6k downloads4y agoHugging Face03BeIR /trec-covid-qrels Dataset Card for BEIR Benchmark Dataset Summary BEIR is a heterogeneous benchmark that has been built from 18 diverse datasets representing 9 information retrieval tasks: Fact-checking: FEVER, Climate-FEVER, SciFact Question-Answering: NQ, HotpotQA, FiQA-2018 Bio-Medical IR: TREC-COVID, BioASQ, NFCorpus News Retrieval: TREC-NEWS, Robust04 Argument Retrieval: Touche-2020, ArguAna Duplicate Question Retrieval: Quora, CqaDupstack Citation-Prediction: SCIDOCS Tweet… See the full description on the dataset page: https://huggingface.co/datasets/BeIR/trec-covid-qrels.tabulartext-retrieval10K<n<100K1 likes1.9k downloads4y agoHugging Face04vidore /arxivqa_test_subsampled_beirBEIR version of vidore/arxivqa_test_subsampled. imagedocument-question-answering1K<n<10K1 likes1.8k downloads1y agoHugging Face05vidore /docvqa_test_subsampled_beirBEIR version of vidore/docvqa_test_subsampled. imagedocument-question-answering1K<n<10K0 likes1.8k downloads1y agoHugging Face06vidore /tabfquad_test_subsampled_beirBEIR version of vidore/tabfquad_test_subsampled. imagedocument-question-answeringn<1K0 likes1.7k downloads1y agoHugging Face07vidore /infovqa_test_subsampled_beirBEIR version of vidore/infovqa_test_subsampled. imagedocument-question-answering1K<n<10K0 likes1.7k downloads1y agoHugging Face08vidore /tatdqa_test_beirBEIR version of vidore/tatdqa_test. imagedocument-question-answering1K<n<10K0 likes1.6k downloads1y agoHugging Face09vidore /shiftproject_test_beirBEIR version of vidore/shiftproject_test. imagedocument-question-answering1K<n<10K0 likes1.6k downloads1y agoHugging Face10vidore /syntheticDocQA_healthcare_industry_test_beirBEIR version of vidore/syntheticDocQA_healthcare_industry_test. imagedocument-question-answering1K<n<10K0 likes1.6k downloads1y agoHugging Face11vidore /syntheticDocQA_energy_test_beirBEIR version of vidore/syntheticDocQA_energy_test. imagedocument-question-answering1K<n<10K0 likes1.6k downloads1y agoHugging Face12vidore /syntheticDocQA_government_reports_test_beirBEIR version of vidore/syntheticDocQA_government_reports_test. imagedocument-question-answering1K<n<10K1 likes1.6k downloads1y agoHugging Face13vidore /syntheticDocQA_artificial_intelligence_test_beirBEIR version of vidore/syntheticDocQA_artificial_intelligence_test. imagedocument-question-answering1K<n<10K0 likes1.6k downloads1y agoHugging Face14mteb /docvqa_test_subsampled_beirBEIR version of vidore/docvqa_test_subsampled. imagedocument-question-answering1K<n<10K0 likes1.3k downloads8mo agoHugging Face15BeIR /msmarco-qrels Dataset Card for BEIR Benchmark Dataset Summary BEIR is a heterogeneous benchmark that has been built from 18 diverse datasets representing 9 information retrieval tasks: Fact-checking: FEVER, Climate-FEVER, SciFact Question-Answering: NQ, HotpotQA, FiQA-2018 Bio-Medical IR: TREC-COVID, BioASQ, NFCorpus News Retrieval: TREC-NEWS, Robust04 Argument Retrieval: Touche-2020, ArguAna Duplicate Question Retrieval: Quora, CqaDupstack Citation-Prediction: SCIDOCS Tweet… See the full description on the dataset page: https://huggingface.co/datasets/BeIR/msmarco-qrels.tabulartext-retrieval100K<n<1M1 likes1.3k downloads4y agoHugging Face16mteb /tatdqa_test_beirBEIR version of vidore/tatdqa_test. imagedocument-question-answering1K<n<10K0 likes1.2k downloads8mo agoHugging Face17mteb /infovqa_test_subsampled_beirBEIR version of vidore/infovqa_test_subsampled. imagedocument-question-answering1K<n<10K0 likes1.2k downloads8mo agoHugging Face18mteb /arxivqa_test_subsampled_beirBEIR version of vidore/arxivqa_test_subsampled. imagedocument-question-answering1K<n<10K0 likes1.2k downloads8mo agoHugging Face19jinaai /wikimedia-commons-documents-ml_beirThis is a copy of https://huggingface.co/datasets/jinaai/wikimedia-commons-documents-ml reformatted into the BEIR format. For any further information like license, please refer to the original dataset. Disclaimer This dataset may contain publicly available images or text data. All data is provided for research and educational purposes only. If you are the rights holder of any content and have concerns regarding intellectual property or copyright, please contact us at "support-data… See the full description on the dataset page: https://huggingface.co/datasets/jinaai/wikimedia-commons-documents-ml_beir.image1K<n<10K0 likes974 downloads1y agoHugging Face20mteb /tabfquad_test_subsampled_beirBEIR version of vidore/tabfquad_test_subsampled. imagedocument-question-answeringn<1K0 likes969 downloads8mo agoHugging Face21jinaai /github-readme-retrieval-multilingual_beirThis is a copy of https://huggingface.co/datasets/jinaai/github-readme-retrieval-multilingual reformatted into the BEIR format. For any further information like license, please refer to the original dataset. Disclaimer This dataset may contain publicly available images or text data. All data is provided for research and educational purposes only. If you are the rights holder of any content and have concerns regarding intellectual property or copyright, please contact us at… See the full description on the dataset page: https://huggingface.co/datasets/jinaai/github-readme-retrieval-multilingual_beir.image1K<n<10K0 likes956 downloads1y agoHugging Face22mteb /shiftproject_test_beirBEIR version of vidore/shiftproject_test. imagedocument-question-answering1K<n<10K0 likes923 downloads8mo agoHugging Face23mteb /syntheticDocQA_artificial_intelligence_test_beirBEIR version of vidore/syntheticDocQA_artificial_intelligence_test. imagedocument-question-answering1K<n<10K0 likes876 downloads8mo agoHugging Face24BeIR /hotpotqa-qrels Dataset Card for BEIR Benchmark Dataset Summary BEIR is a heterogeneous benchmark that has been built from 18 diverse datasets representing 9 information retrieval tasks: Fact-checking: FEVER, Climate-FEVER, SciFact Question-Answering: NQ, HotpotQA, FiQA-2018 Bio-Medical IR: TREC-COVID, BioASQ, NFCorpus News Retrieval: TREC-NEWS, Robust04 Argument Retrieval: Touche-2020, ArguAna Duplicate Question Retrieval: Quora, CqaDupstack Citation-Prediction: SCIDOCS Tweet… See the full description on the dataset page: https://huggingface.co/datasets/BeIR/hotpotqa-qrels.tabulartext-retrieval100K<n<1M1 likes873 downloads4y agoHugging Face25mteb /syntheticDocQA_energy_test_beirBEIR version of vidore/syntheticDocQA_energy_test. imagedocument-question-answering1K<n<10K0 likes827 downloads8mo agoHugging Face26mteb /syntheticDocQA_healthcare_industry_test_beirBEIR version of vidore/syntheticDocQA_healthcare_industry_test. imagedocument-question-answering1K<n<10K0 likes816 downloads8mo agoHugging Face27mteb /syntheticDocQA_government_reports_test_beirBEIR version of vidore/syntheticDocQA_government_reports_test. imagedocument-question-answering1K<n<10K0 likes788 downloads8mo agoHugging Face28jinaai /airbnb-synthetic-retrieval_beirThis is a copy of https://huggingface.co/datasets/jinaai/airbnb-synthetic-retrieval reformatted into the BEIR format. For any further information like license, please refer to the original dataset. Disclaimer This dataset may contain publicly available images or text data. All data is provided for research and educational purposes only. If you are the rights holder of any content and have concerns regarding intellectual property or copyright, please contact us at "support-data (at)… See the full description on the dataset page: https://huggingface.co/datasets/jinaai/airbnb-synthetic-retrieval_beir.image1K<n<10K0 likes739 downloads1y agoHugging Face29BeIR /quora-qrels Dataset Card for BEIR Benchmark Dataset Summary BEIR is a heterogeneous benchmark that has been built from 18 diverse datasets representing 9 information retrieval tasks: Fact-checking: FEVER, Climate-FEVER, SciFact Question-Answering: NQ, HotpotQA, FiQA-2018 Bio-Medical IR: TREC-COVID, BioASQ, NFCorpus News Retrieval: TREC-NEWS, Robust04 Argument Retrieval: Touche-2020, ArguAna Duplicate Question Retrieval: Quora, CqaDupstack Citation-Prediction: SCIDOCS Tweet… See the full description on the dataset page: https://huggingface.co/datasets/BeIR/quora-qrels.tabulartext-retrieval10K<n<100K0 likes690 downloads4y agoHugging Face30Hyukkyu /beir-msmarco MSMARCO — BEIR, unified schema A normalised copy of the dataset behind the mteb task MSMARCO, one of the tasks of the BEIR benchmark as mteb defines it. Same queries, documents and relevance judgements as the benchmark evaluates — reshaped into one strict schema shared by every dataset in this collection. Source mteb/msmarco @ c5a29a104738 (the revision pinned in mteb) Domain · languages web · eng Queries / documents / qrels (all splits) 509,919 / 8,841,823 /… See the full description on the dataset page: https://huggingface.co/datasets/Hyukkyu/beir-msmarco.tabulartext-retrieval100M<n<1B0 likes672 downloads8d agoHugging Face

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