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Models/superconductors-Scibert

superconductors-Scibert

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

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

Natural Language Processing9 results

  • Open Information ExtractiononSuperMat
    F1· 2022-10-26
    77.03
    SOTA
    Automatic extraction of materials and properties from superconductors scientific literaturearXiv:2210.15600
  • Open Information ExtractiononSuperMat
    Precision· 2022-10-26
    73.69
    SOTA
    Automatic extraction of materials and properties from superconductors scientific literaturearXiv:2210.15600
  • Open Information ExtractiononSuperMat
    Recall· 2022-10-26
    80.69
    SOTA
    Automatic extraction of materials and properties from superconductors scientific literaturearXiv:2210.15600
  • Named Entity Recognition (NER)onSuperMat
    F1· 2022-10-26
    77.03
    SOTA
    Automatic extraction of materials and properties from superconductors scientific literaturearXiv:2210.15600
  • Named Entity Recognition (NER)onSuperMat
    Precision· 2022-10-26
    73.69
    SOTA
    Automatic extraction of materials and properties from superconductors scientific literaturearXiv:2210.15600
  • Named Entity Recognition (NER)onSuperMat
    Recall· 2022-10-26
    80.69
    SOTA
    Automatic extraction of materials and properties from superconductors scientific literaturearXiv:2210.15600
  • Event ExtractiononSuperMat
    F1· 2022-10-26
    77.03
    SOTA
    Automatic extraction of materials and properties from superconductors scientific literaturearXiv:2210.15600
  • Event ExtractiononSuperMat
    Precision· 2022-10-26
    73.69
    SOTA
    Automatic extraction of materials and properties from superconductors scientific literaturearXiv:2210.15600
  • Event ExtractiononSuperMat
    Recall· 2022-10-26
    80.69
    SOTA
    Automatic extraction of materials and properties from superconductors scientific literaturearXiv:2210.15600

Medical3 results

  • Information ExtractiononSuperMat
    F1· 2022-10-26
    77.03
    SOTA
    Automatic extraction of materials and properties from superconductors scientific literaturearXiv:2210.15600
  • Information ExtractiononSuperMat
    Precision· 2022-10-26
    73.69
    SOTA
    Automatic extraction of materials and properties from superconductors scientific literaturearXiv:2210.15600
  • Information ExtractiononSuperMat
    Recall· 2022-10-26
    80.69
    SOTA
    Automatic extraction of materials and properties from superconductors scientific literaturearXiv:2210.15600