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/CCCapsNet

CCCapsNet

Reported on 12 benchmarks across 3 tasks · 1 paper · 4 SOTA

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

Natural Language Processing8 results

  • Text ClassificationonSogou News
    Accuracy· 2018-10-22
    97.25
    best: 98.07 (BERT-ITPT-FiT)
    SOTA
    Compositional Coding Capsule Network with K-Means Routing for Text ClassificationarXiv:1810.09177
  • Text ClassificationonYahoo! Answers
    Accuracy· 2018-10-22
    73.85
    best: 77.62 (BERT-ITPT-FiT)
    SOTA
    Compositional Coding Capsule Network with K-Means Routing for Text ClassificationarXiv:1810.09177
  • Sentiment AnalysisonAmazon Review Polarity
    Accuracy· 2018-10-22
    94.96
    best: 97.37 (BERT large)
    Compositional Coding Capsule Network with K-Means Routing for Text ClassificationarXiv:1810.09177
  • Sentiment AnalysisonYelp Fine-grained classification
    Error· 2018-10-22
    34.15
    best: 27.05 (XLNet)
    Compositional Coding Capsule Network with K-Means Routing for Text ClassificationarXiv:1810.09177
  • Sentiment AnalysisonYelp Binary classification
    Error· 2018-10-22
    3.52
    best: 1.37 (XLNet)
    Compositional Coding Capsule Network with K-Means Routing for Text ClassificationarXiv:1810.09177
  • Sentiment AnalysisonAmazon Review Full
    Accuracy· 2018-10-22
    60.95
    best: 65.83 (BERT large)
    Compositional Coding Capsule Network with K-Means Routing for Text ClassificationarXiv:1810.09177
  • Text ClassificationonDBpedia
    Error· 2018-10-22
    1.28
    best: 0.62 (XLNet)
    Compositional Coding Capsule Network with K-Means Routing for Text ClassificationarXiv:1810.09177
  • Text ClassificationonAG News
    Error· 2018-10-22
    7.61
    best: 4.45 (XLNet)
    Compositional Coding Capsule Network with K-Means Routing for Text ClassificationarXiv:1810.09177

Methodology4 results

  • ClassificationonSogou News
    Accuracy· 2018-10-22
    97.25
    best: 98.07 (BERT-ITPT-FiT)
    SOTA
    Compositional Coding Capsule Network with K-Means Routing for Text ClassificationarXiv:1810.09177
  • ClassificationonYahoo! Answers
    Accuracy· 2018-10-22
    73.85
    best: 77.62 (BERT-ITPT-FiT)
    SOTA
    Compositional Coding Capsule Network with K-Means Routing for Text ClassificationarXiv:1810.09177
  • ClassificationonDBpedia
    Error· 2018-10-22
    1.28
    best: 0.62 (XLNet)
    Compositional Coding Capsule Network with K-Means Routing for Text ClassificationarXiv:1810.09177
  • ClassificationonAG News
    Error· 2018-10-22
    7.61
    best: 4.45 (XLNet)
    Compositional Coding Capsule Network with K-Means Routing for Text ClassificationarXiv:1810.09177