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Models/RESDSQL-3B + NatSQL

RESDSQL-3B + NatSQL

Reported on 9 benchmarks across 2 tasks · 1 paper · 9 SOTA

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

Natural Language Processing9 results

  • Semantic Parsingonspider
    Accuracy· 2023-02-12
    84.1
    SOTA
    RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQLarXiv:2302.05965
  • Semantic Parsingonspider
    Exact Match Accuracy (Dev)· 2023-02-12
    80.5
    best: 81.6 (datagpt-sql-7B + InvalidSQL-Feedback)
    SOTA
    RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQLarXiv:2302.05965
  • Semantic Parsingonspider
    Exact Match Accuracy (Test)· 2023-02-12
    72
    best: 72.4 (T5-SR)
    SOTA
    RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQLarXiv:2302.05965
  • Semantic Parsingonspider
    Execution Accuracy (Dev)· 2023-02-12
    84.1
    best: 87.2 (datagpt-sql-7B + InvalidSQL-Feedback)
    SOTA
    RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQLarXiv:2302.05965
  • Semantic Parsingonspider
    Execution Accuracy (Test)· 2023-02-12
    79.9
    best: 89.65 (XiYan-SQL)
    SOTA
    RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQLarXiv:2302.05965
  • Text-To-SQLonspider
    Exact Match Accuracy (Dev)· 2023-02-12
    80.5
    best: 81.6 (datagpt-sql-7B + InvalidSQL-Feedback)
    SOTA
    RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQLarXiv:2302.05965
  • Text-To-SQLonspider
    Exact Match Accuracy (Test)· 2023-02-12
    72
    best: 72.4 (T5-SR)
    SOTA
    RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQLarXiv:2302.05965
  • Text-To-SQLonspider
    Execution Accuracy (Dev)· 2023-02-12
    84.1
    best: 87.2 (datagpt-sql-7B + InvalidSQL-Feedback)
    SOTA
    RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQLarXiv:2302.05965
  • Text-To-SQLonspider
    Execution Accuracy (Test)· 2023-02-12
    79.9
    best: 89.65 (XiYan-SQL)
    SOTA
    RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQLarXiv:2302.05965