TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/UniK-QA

UniK-QA

Reported on 8 benchmarks across 2 tasks · 1 paper · 6 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing8 results

  • Question AnsweringonWebQuestions
    Exact Match· uses extra data· 2020-12-29
    57.7
    SOTA
    UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question AnsweringarXiv:2012.14610
  • Question AnsweringonNatural Questions
    Exact Match· 2020-12-29
    54.9
    best: 58.4 (FiE)
    SOTA
    UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question AnsweringarXiv:2012.14610
  • Question AnsweringonTQA
    Exact Match· 2020-12-29
    65.5
    SOTA
    UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question AnsweringarXiv:2012.14610
  • Open-Domain Question AnsweringonWebQuestions
    Exact Match· uses extra data· 2020-12-29
    57.7
    SOTA
    UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question AnsweringarXiv:2012.14610
  • Open-Domain Question AnsweringonNatural Questions
    Exact Match· 2020-12-29
    54.9
    best: 58.4 (FiE)
    SOTA
    UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question AnsweringarXiv:2012.14610
  • Open-Domain Question AnsweringonTQA
    Exact Match· 2020-12-29
    65.5
    SOTA
    UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question AnsweringarXiv:2012.14610
  • Question AnsweringonNatural Questions (long)
    EM· 2020-12-29
    54.9
    best: 71.9 (DensePhrases)
    UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question AnsweringarXiv:2012.14610
  • Question AnsweringonTimeQuestions
    P@1
    42.4
    best: 78.1 (TimeR4)