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Models/bert-base

bert-base

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

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

Methodology8 results

  • Multi-Label Text ClassificationonEUR-Lex
    Micro F1· 2019-06-05
    73.2
    SOTA
    Large-Scale Multi-Label Text Classification on EU LegislationarXiv:1906.02192
  • Multi-Label Text ClassificationonEUR-Lex
    P@5· 2019-06-05
    68.7
    SOTA
    Large-Scale Multi-Label Text Classification on EU LegislationarXiv:1906.02192
  • Multi-Label Text ClassificationonEUR-Lex
    RP@5· 2019-06-05
    79.6
    SOTA
    Large-Scale Multi-Label Text Classification on EU LegislationarXiv:1906.02192
  • Multi-Label Text ClassificationonEUR-Lex
    nDCG@5· 2019-06-05
    82.3
    SOTA
    Large-Scale Multi-Label Text Classification on EU LegislationarXiv:1906.02192
  • ClassificationonEUR-Lex
    Micro F1· 2019-06-05
    73.2
    SOTA
    Large-Scale Multi-Label Text Classification on EU LegislationarXiv:1906.02192
  • ClassificationonEUR-Lex
    P@5· 2019-06-05
    68.7
    SOTA
    Large-Scale Multi-Label Text Classification on EU LegislationarXiv:1906.02192
  • ClassificationonEUR-Lex
    RP@5· 2019-06-05
    79.6
    SOTA
    Large-Scale Multi-Label Text Classification on EU LegislationarXiv:1906.02192
  • ClassificationonEUR-Lex
    nDCG@5· 2019-06-05
    82.3
    SOTA
    Large-Scale Multi-Label Text Classification on EU LegislationarXiv:1906.02192

Natural Language Processing4 results

  • Text ClassificationonEUR-Lex
    Micro F1· 2019-06-05
    73.2
    SOTA
    Large-Scale Multi-Label Text Classification on EU LegislationarXiv:1906.02192
  • Text ClassificationonEUR-Lex
    P@5· 2019-06-05
    68.7
    SOTA
    Large-Scale Multi-Label Text Classification on EU LegislationarXiv:1906.02192
  • Text ClassificationonEUR-Lex
    RP@5· 2019-06-05
    79.6
    SOTA
    Large-Scale Multi-Label Text Classification on EU LegislationarXiv:1906.02192
  • Text ClassificationonEUR-Lex
    nDCG@5· 2019-06-05
    82.3
    SOTA
    Large-Scale Multi-Label Text Classification on EU LegislationarXiv:1906.02192