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Models/SC-Block

SC-Block

Reported on 18 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Knowledge Base9 results

  • Data IntegrationonAbt-Buy
    Recall· 2023-03-06
    99.5
    SOTA
    SC-Block: Supervised Contrastive Blocking within Entity Resolution PipelinesarXiv:2303.03132
  • Data IntegrationonAmazon-Google
    Recall· 2023-03-06
    99.6
    SOTA
    SC-Block: Supervised Contrastive Blocking within Entity Resolution PipelinesarXiv:2303.03132
  • Data IntegrationonAbt-Buy
    Candidate Set Size· 2023-03-06
    5000
    best: 54500 (Sparkly k=50)
    SC-Block: Supervised Contrastive Blocking within Entity Resolution PipelinesarXiv:2303.03132
  • Data IntegrationonAmazon-Google
    Candidate Set Size· 2023-03-06
    11000
    best: 165900 (Sparkly k=50)
    SC-Block: Supervised Contrastive Blocking within Entity Resolution PipelinesarXiv:2303.03132
  • Data IntegrationonWDC Block - medium
    Candidate Set Size· uses extra data· 2023-03-06
    100000
    best: 500000 (BM25)
    SC-Block: Supervised Contrastive Blocking within Entity Resolution PipelinesarXiv:2303.03132
  • Data IntegrationonWDC Block - medium
    Recall· uses extra data· 2023-03-06
    91.9
    best: 97.8 (BM25)
    SC-Block: Supervised Contrastive Blocking within Entity Resolution PipelinesarXiv:2303.03132
  • Data IntegrationonWDC Block - large
    Candidate Set Size· 2023-03-06
    5000000
    best: 20000000 (BM25)
    SC-Block: Supervised Contrastive Blocking within Entity Resolution PipelinesarXiv:2303.03132
  • Data IntegrationonWDC Block - large
    Recall· 2023-03-06
    89.5
    best: 95.5 (BM25)
    SC-Block: Supervised Contrastive Blocking within Entity Resolution PipelinesarXiv:2303.03132
  • Data IntegrationonWDC Block - small
    Candidate Set Size· uses extra data· 2023-03-06
    70000
    best: 250000 (BM25)
    SC-Block: Supervised Contrastive Blocking within Entity Resolution PipelinesarXiv:2303.03132

Natural Language Processing9 results

  • Entity ResolutiononAbt-Buy
    Recall· 2023-03-06
    99.5
    SOTA
    SC-Block: Supervised Contrastive Blocking within Entity Resolution PipelinesarXiv:2303.03132
  • Entity ResolutiononAmazon-Google
    Recall· 2023-03-06
    99.6
    SOTA
    SC-Block: Supervised Contrastive Blocking within Entity Resolution PipelinesarXiv:2303.03132
  • Entity ResolutiononAbt-Buy
    Candidate Set Size· 2023-03-06
    5000
    best: 54500 (Sparkly k=50)
    SC-Block: Supervised Contrastive Blocking within Entity Resolution PipelinesarXiv:2303.03132
  • Entity ResolutiononAmazon-Google
    Candidate Set Size· 2023-03-06
    11000
    best: 165900 (Sparkly k=50)
    SC-Block: Supervised Contrastive Blocking within Entity Resolution PipelinesarXiv:2303.03132
  • Entity ResolutiononWDC Block - medium
    Candidate Set Size· uses extra data· 2023-03-06
    100000
    best: 500000 (BM25)
    SC-Block: Supervised Contrastive Blocking within Entity Resolution PipelinesarXiv:2303.03132
  • Entity ResolutiononWDC Block - medium
    Recall· uses extra data· 2023-03-06
    91.9
    best: 97.8 (BM25)
    SC-Block: Supervised Contrastive Blocking within Entity Resolution PipelinesarXiv:2303.03132
  • Entity ResolutiononWDC Block - large
    Candidate Set Size· 2023-03-06
    5000000
    best: 20000000 (BM25)
    SC-Block: Supervised Contrastive Blocking within Entity Resolution PipelinesarXiv:2303.03132
  • Entity ResolutiononWDC Block - large
    Recall· 2023-03-06
    89.5
    best: 95.5 (BM25)
    SC-Block: Supervised Contrastive Blocking within Entity Resolution PipelinesarXiv:2303.03132
  • Entity ResolutiononWDC Block - small
    Candidate Set Size· uses extra data· 2023-03-06
    70000
    best: 250000 (BM25)
    SC-Block: Supervised Contrastive Blocking within Entity Resolution PipelinesarXiv:2303.03132