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/RE2

RE2

Reported on 7 benchmarks across 4 tasks · 1 paper

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

Natural Language Processing7 results

  • Question AnsweringonWikiQA
    MAP· 2019-08-01
    0.7452
    best: 0.927 (TANDA-DeBERTa-V3-Large + ALL)
    Simple and Effective Text Matching with Richer Alignment FeaturesarXiv:1908.00300
  • Question AnsweringonWikiQA
    MRR· 2019-08-01
    0.7618
    best: 0.939 (TANDA-DeBERTa-V3-Large + ALL)
    Simple and Effective Text Matching with Richer Alignment FeaturesarXiv:1908.00300
  • Natural Language InferenceonSciTail
    Accuracy· 2019-08-01
    86
    best: 96.8 (CA-MTL)
    Simple and Effective Text Matching with Richer Alignment FeaturesarXiv:1908.00300
  • Natural Language InferenceonSNLI
    % Test Accuracy· 2019-08-01
    88.9
    best: 94.7 (UnitedSynT5 (3B))
    Simple and Effective Text Matching with Richer Alignment FeaturesarXiv:1908.00300
  • Natural Language InferenceonSNLI
    % Train Accuracy· 2019-08-01
    94
    best: 99.7 (+ Unigram and bigram features)
    Simple and Effective Text Matching with Richer Alignment FeaturesarXiv:1908.00300
  • Semantic Textual SimilarityonQuora Question Pairs
    Accuracy· 2019-08-01
    89.2
    best: 92.4 (data2vec)
    Simple and Effective Text Matching with Richer Alignment FeaturesarXiv:1908.00300
  • Paraphrase IdentificationonQuora Question Pairs
    Accuracy· 2019-08-01
    89.2
    best: 92.4 (data2vec)
    Simple and Effective Text Matching with Richer Alignment FeaturesarXiv:1908.00300