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Models/Lucene (BM25S)

Lucene (BM25S)

Reported on 11 benchmarks across 1 task · 1 paper · 11 SOTA

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

Methodology11 results

  • RetrievalonCLIMATE-FEVER
    nDCG@10· 2024-07-04
    16.2
    SOTA
    BM25S: Orders of magnitude faster lexical search via eager sparse scoringarXiv:2407.03618
  • RetrievalonHotpotQA
    nDCG@10· 2024-07-04
    62.9
    SOTA
    BM25S: Orders of magnitude faster lexical search via eager sparse scoringarXiv:2407.03618
  • RetrievalonMS MARCO
    NDCG@10· 2024-07-04
    22.8
    SOTA
    BM25S: Orders of magnitude faster lexical search via eager sparse scoringarXiv:2407.03618
  • RetrievalonNFCorpus
    nDCG@10· 2024-07-04
    31.8
    SOTA
    BM25S: Orders of magnitude faster lexical search via eager sparse scoringarXiv:2407.03618
  • RetrievalonQuora Question Pairs
    nDCG@10· 2024-07-04
    78.7
    SOTA
    BM25S: Orders of magnitude faster lexical search via eager sparse scoringarXiv:2407.03618
  • RetrievalonNatural Questions
    NDCG@10· 2024-07-04
    30.5
    SOTA
    BM25S: Orders of magnitude faster lexical search via eager sparse scoringarXiv:2407.03618
  • RetrievalonSciDocs
    nDCG@10· 2024-07-04
    67.6
    SOTA
    BM25S: Orders of magnitude faster lexical search via eager sparse scoringarXiv:2407.03618
  • RetrievalonFEVER
    nDCG@10· 2024-07-04
    63.8
    SOTA
    BM25S: Orders of magnitude faster lexical search via eager sparse scoringarXiv:2407.03618
  • RetrievalonDBpedia
    nDCG@10· 2024-07-04
    31.9
    SOTA
    BM25S: Orders of magnitude faster lexical search via eager sparse scoringarXiv:2407.03618
  • RetrievalonSciFact
    nDCG@10· 2024-07-04
    15
    SOTA
    BM25S: Orders of magnitude faster lexical search via eager sparse scoringarXiv:2407.03618
  • RetrievalonTREC-COVID
    nDCG@10· 2024-07-04
    58.9
    SOTA
    BM25S: Orders of magnitude faster lexical search via eager sparse scoringarXiv:2407.03618