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Models/Beam Retrieval

Beam Retrieval

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

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

Natural Language Processing6 results

  • Question AnsweringonHotpotQA
    ANS-EM· 2023-08-17
    0.727
    SOTA
    End-to-End Beam Retrieval for Multi-Hop Question AnsweringarXiv:2308.08973
  • Question AnsweringonHotpotQA
    ANS-F1· 2023-08-17
    0.85
    SOTA
    End-to-End Beam Retrieval for Multi-Hop Question AnsweringarXiv:2308.08973
  • Question AnsweringonHotpotQA
    JOINT-EM· 2023-08-17
    0.505
    SOTA
    End-to-End Beam Retrieval for Multi-Hop Question AnsweringarXiv:2308.08973
  • Question AnsweringonHotpotQA
    JOINT-F1· 2023-08-17
    0.775
    SOTA
    End-to-End Beam Retrieval for Multi-Hop Question AnsweringarXiv:2308.08973
  • Question AnsweringonHotpotQA
    SUP-EM· 2023-08-17
    0.663
    SOTA
    End-to-End Beam Retrieval for Multi-Hop Question AnsweringarXiv:2308.08973
  • Question AnsweringonHotpotQA
    SUP-F1· 2023-08-17
    0.901
    SOTA
    End-to-End Beam Retrieval for Multi-Hop Question AnsweringarXiv:2308.08973

Knowledge Base2 results

  • Multi-hop Question AnsweringonMuSiQue-Ans
    An· 2023-08-17
    69.2
    SOTA
    End-to-End Beam Retrieval for Multi-Hop Question AnsweringarXiv:2308.08973
  • Multi-hop Question AnsweringonMuSiQue-Ans
    Sp· 2023-08-17
    91.4
    SOTA
    End-to-End Beam Retrieval for Multi-Hop Question AnsweringarXiv:2308.08973