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Reported on 18 benchmarks across 2 tasks · 1 paper

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

Natural Language Processing18 results

  • Word Sense DisambiguationonWiC-TSV
    Task 1 Accuracy: all· 2020-04-30
    50.8
    best: 77.8 (transformers)
    WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextarXiv:2004.15016
  • Word Sense DisambiguationonWiC-TSV
    Task 1 Accuracy: domain specific· 2020-04-30
    47
    best: 81 (transformers)
    WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextarXiv:2004.15016
  • Word Sense DisambiguationonWiC-TSV
    Task 1 Accuracy: general purpose· 2020-04-30
    53.8
    best: 75.2 (transformers)
    WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextarXiv:2004.15016
  • Word Sense DisambiguationonWiC-TSV
    Task 2 Accuracy: all· 2020-04-30
    50.8
    best: 72.7 (CTLR)
    WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextarXiv:2004.15016
  • Word Sense DisambiguationonWiC-TSV
    Task 2 Accuracy: domain specific· 2020-04-30
    47
    best: 81.5 (CTLR)
    WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextarXiv:2004.15016
  • Word Sense DisambiguationonWiC-TSV
    Task 2 Accuracy: general purpose· 2020-04-30
    53.8
    best: 68.6 (Bert-base)
    WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextarXiv:2004.15016
  • Word Sense DisambiguationonWiC-TSV
    Task 3 Accuracy: all· 2020-04-30
    50.8
    best: 85.3 (Human)
    WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextarXiv:2004.15016
  • Word Sense DisambiguationonWiC-TSV
    Task 3 Accuracy: domain specific· 2020-04-30
    47
    best: 89.2 (Human)
    WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextarXiv:2004.15016
  • Word Sense DisambiguationonWiC-TSV
    Task 3 Accuracy: general purpose· 2020-04-30
    53.8
    best: 82.1 (Human)
    WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextarXiv:2004.15016
  • Entity LinkingonWiC-TSV
    Task 1 Accuracy: all· 2020-04-30
    50.8
    best: 77.8 (transformers)
    WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextarXiv:2004.15016
  • Entity LinkingonWiC-TSV
    Task 1 Accuracy: domain specific· 2020-04-30
    47
    best: 81 (transformers)
    WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextarXiv:2004.15016
  • Entity LinkingonWiC-TSV
    Task 1 Accuracy: general purpose· 2020-04-30
    53.8
    best: 75.2 (transformers)
    WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextarXiv:2004.15016
  • Entity LinkingonWiC-TSV
    Task 2 Accuracy: all· 2020-04-30
    50.8
    best: 72.7 (CTLR)
    WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextarXiv:2004.15016
  • Entity LinkingonWiC-TSV
    Task 2 Accuracy: domain specific· 2020-04-30
    47
    best: 81.5 (CTLR)
    WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextarXiv:2004.15016
  • Entity LinkingonWiC-TSV
    Task 2 Accuracy: general purpose· 2020-04-30
    53.8
    best: 68.6 (Bert-base)
    WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextarXiv:2004.15016
  • Entity LinkingonWiC-TSV
    Task 3 Accuracy: all· 2020-04-30
    50.8
    best: 85.3 (Human)
    WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextarXiv:2004.15016
  • Entity LinkingonWiC-TSV
    Task 3 Accuracy: domain specific· 2020-04-30
    47
    best: 89.2 (Human)
    WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextarXiv:2004.15016
  • Entity LinkingonWiC-TSV
    Task 3 Accuracy: general purpose· 2020-04-30
    53.8
    best: 82.1 (Human)
    WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextarXiv:2004.15016