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Models/NLP-Cap

NLP-Cap

Reported on 30 benchmarks across 3 tasks · 1 paper · 24 SOTA

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

Methodology18 results

  • Multi-Label Text ClassificationonEUR-Lex
    P@1· 2019-06-06
    80.2
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • Multi-Label Text ClassificationonEUR-Lex
    P@3· 2019-06-06
    65.48
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • Multi-Label Text ClassificationonEUR-Lex
    nDCG@1· 2019-06-06
    80.2
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • Multi-Label Text ClassificationonEUR-Lex
    nDCG@3· 2019-06-06
    71.11
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • ClassificationonRCV1
    P@1· 2019-06-06
    97.05
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • ClassificationonRCV1
    P@3· 2019-06-06
    81.27
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • ClassificationonRCV1
    P@5· 2019-06-06
    56.33
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • ClassificationonRCV1
    nDCG@1· 2019-06-06
    97.05
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • ClassificationonRCV1
    nDCG@3· 2019-06-06
    92.47
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • ClassificationonRCV1
    nDCG@5· 2019-06-06
    93.11
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • ClassificationonEUR-Lex
    P@1· 2019-06-06
    80.2
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • ClassificationonEUR-Lex
    P@3· 2019-06-06
    65.48
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • ClassificationonEUR-Lex
    nDCG@1· 2019-06-06
    80.2
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • ClassificationonEUR-Lex
    nDCG@3· 2019-06-06
    71.11
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • Multi-Label Text ClassificationonEUR-Lex
    P@5· 2019-06-06
    52.83
    best: 68.7 (bert-base)
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • Multi-Label Text ClassificationonEUR-Lex
    nDCG@5· 2019-06-06
    68.8
    best: 82.3 (bert-base)
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • ClassificationonEUR-Lex
    P@5· 2019-06-06
    52.83
    best: 68.7 (bert-base)
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • ClassificationonEUR-Lex
    nDCG@5· 2019-06-06
    68.8
    best: 82.3 (bert-base)
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829

Natural Language Processing12 results

  • Text ClassificationonRCV1
    P@1· 2019-06-06
    97.05
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • Text ClassificationonRCV1
    P@3· 2019-06-06
    81.27
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • Text ClassificationonRCV1
    P@5· 2019-06-06
    56.33
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • Text ClassificationonRCV1
    nDCG@1· 2019-06-06
    97.05
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • Text ClassificationonRCV1
    nDCG@3· 2019-06-06
    92.47
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • Text ClassificationonRCV1
    nDCG@5· 2019-06-06
    93.11
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • Text ClassificationonEUR-Lex
    P@1· 2019-06-06
    80.2
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • Text ClassificationonEUR-Lex
    P@3· 2019-06-06
    65.48
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • Text ClassificationonEUR-Lex
    nDCG@1· 2019-06-06
    80.2
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • Text ClassificationonEUR-Lex
    nDCG@3· 2019-06-06
    71.11
    SOTA
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • Text ClassificationonEUR-Lex
    P@5· 2019-06-06
    52.83
    best: 68.7 (bert-base)
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829
  • Text ClassificationonEUR-Lex
    nDCG@5· 2019-06-06
    68.8
    best: 82.3 (bert-base)
    Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsarXiv:1906.02829