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Models/PYP

PYP

Reported on 12 benchmarks across 3 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 Processing8 results

  • Text ClassificationonTopic modeling topic coverage dataset - news
    AuCDC· 2020-12-11
    0.65
    SOTA
    A Topic Coverage Approach to Evaluation of Topic ModelsarXiv:2012.06274
  • Text ClassificationonTopic modeling topic coverage dataset - news
    SupCov· 2020-12-11
    0.64
    SOTA
    A Topic Coverage Approach to Evaluation of Topic ModelsarXiv:2012.06274
  • Topic ModelsonTopic modeling topic coverage dataset - news
    AuCDC· 2020-12-11
    0.65
    SOTA
    A Topic Coverage Approach to Evaluation of Topic ModelsarXiv:2012.06274
  • Topic ModelsonTopic modeling topic coverage dataset - news
    SupCov· 2020-12-11
    0.64
    SOTA
    A Topic Coverage Approach to Evaluation of Topic ModelsarXiv:2012.06274
  • Text ClassificationonTopic modeling topic coverage dataset - bio
    AuCDC· 2020-12-11
    0.56
    best: 0.67 (NMF-200)
    A Topic Coverage Approach to Evaluation of Topic ModelsarXiv:2012.06274
  • Text ClassificationonTopic modeling topic coverage dataset - bio
    SupCov· 2020-12-11
    0.23
    best: 0.44 (NMF-200)
    A Topic Coverage Approach to Evaluation of Topic ModelsarXiv:2012.06274
  • Topic ModelsonTopic modeling topic coverage dataset - bio
    AuCDC· 2020-12-11
    0.56
    best: 0.67 (NMF-200)
    A Topic Coverage Approach to Evaluation of Topic ModelsarXiv:2012.06274
  • Topic ModelsonTopic modeling topic coverage dataset - bio
    SupCov· 2020-12-11
    0.23
    best: 0.44 (NMF-200)
    A Topic Coverage Approach to Evaluation of Topic ModelsarXiv:2012.06274

Methodology4 results

  • ClassificationonTopic modeling topic coverage dataset - news
    AuCDC· 2020-12-11
    0.65
    SOTA
    A Topic Coverage Approach to Evaluation of Topic ModelsarXiv:2012.06274
  • ClassificationonTopic modeling topic coverage dataset - news
    SupCov· 2020-12-11
    0.64
    SOTA
    A Topic Coverage Approach to Evaluation of Topic ModelsarXiv:2012.06274
  • ClassificationonTopic modeling topic coverage dataset - bio
    AuCDC· 2020-12-11
    0.56
    best: 0.67 (NMF-200)
    A Topic Coverage Approach to Evaluation of Topic ModelsarXiv:2012.06274
  • ClassificationonTopic modeling topic coverage dataset - bio
    SupCov· 2020-12-11
    0.23
    best: 0.44 (NMF-200)
    A Topic Coverage Approach to Evaluation of Topic ModelsarXiv:2012.06274