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Models/Sparse Tensor Classifier

Sparse Tensor Classifier

Reported on 8 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Natural Language Processing4 results

  • Text Classificationon20NEWS
    F-measure· 2021-05-26
    86.6
    best: 93 (LinearSVM+TFIDF)
    SOTA
    An Explainable Probabilistic Classifier for Categorical Data Inspired to Quantum PhysicsarXiv:2105.13988
  • Text Classificationon20NEWS
    Precision· 2021-05-26
    87.1
    SOTA
    An Explainable Probabilistic Classifier for Categorical Data Inspired to Quantum PhysicsarXiv:2105.13988
  • Text Classificationon20NEWS
    Recall· 2021-05-26
    86.6
    SOTA
    An Explainable Probabilistic Classifier for Categorical Data Inspired to Quantum PhysicsarXiv:2105.13988
  • Text Classificationon20NEWS
    Accuracy· 2021-05-26
    87.3
    best: 93 (LinearSVM+TFIDF)
    An Explainable Probabilistic Classifier for Categorical Data Inspired to Quantum PhysicsarXiv:2105.13988

Methodology4 results

  • Classificationon20NEWS
    F-measure· 2021-05-26
    86.6
    best: 93 (LinearSVM+TFIDF)
    SOTA
    An Explainable Probabilistic Classifier for Categorical Data Inspired to Quantum PhysicsarXiv:2105.13988
  • Classificationon20NEWS
    Precision· 2021-05-26
    87.1
    SOTA
    An Explainable Probabilistic Classifier for Categorical Data Inspired to Quantum PhysicsarXiv:2105.13988
  • Classificationon20NEWS
    Recall· 2021-05-26
    86.6
    SOTA
    An Explainable Probabilistic Classifier for Categorical Data Inspired to Quantum PhysicsarXiv:2105.13988
  • Classificationon20NEWS
    Accuracy· 2021-05-26
    87.3
    best: 93 (LinearSVM+TFIDF)
    An Explainable Probabilistic Classifier for Categorical Data Inspired to Quantum PhysicsarXiv:2105.13988