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Models/JointBERT

JointBERT

Reported on 10 benchmarks across 2 tasks

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

Knowledge Base5 results

  • Data IntegrationonAbt-Buy
    F1 (%)
    83.44
    best: 95.78 (gpt4-0613_zeroshot)
  • Data IntegrationonWDC Computers-xlarge
    F1 (%)
    97.49
    best: 98.33 (RoBERTa-SupCon)
  • Data IntegrationonWDC Watches-small
    F1 (%)
    75.83
    best: 94 (HG)
  • Data IntegrationonWDC Computers-small
    F1 (%)
    77.55
    best: 96.53 (BERT)
  • Data IntegrationonWDC Watches-xlarge
    F1 (%)
    97.09

Natural Language Processing5 results

  • Entity ResolutiononAbt-Buy
    F1 (%)
    83.44
    best: 95.78 (gpt4-0613_zeroshot)
  • Entity ResolutiononWDC Computers-xlarge
    F1 (%)
    97.49
    best: 98.33 (RoBERTa-SupCon)
  • Entity ResolutiononWDC Watches-small
    F1 (%)
    75.83
    best: 94 (HG)
  • Entity ResolutiononWDC Computers-small
    F1 (%)
    77.55
    best: 96.53 (BERT)
  • Entity ResolutiononWDC Watches-xlarge
    F1 (%)
    97.09