C3 + ChatGPT + Zero-Shot

Reported on 4 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 Processing4 results

Semantic Parsingonspider
Execution Accuracy (Dev)· 2023-07-14
81.8
best: 87.2 (datagpt-sql-7B + InvalidSQL-Feedback)
C3: Zero-shot Text-to-SQL with ChatGPT arXiv:2307.07306
Semantic Parsingonspider
Execution Accuracy (Test)· 2023-07-14
82.3
best: 89.65 (XiYan-SQL)
C3: Zero-shot Text-to-SQL with ChatGPT arXiv:2307.07306
Text-To-SQLonspider
Execution Accuracy (Dev)· 2023-07-14
81.8
best: 87.2 (datagpt-sql-7B + InvalidSQL-Feedback)
C3: Zero-shot Text-to-SQL with ChatGPT arXiv:2307.07306
Text-To-SQLonspider
Execution Accuracy (Test)· 2023-07-14
82.3
best: 89.65 (XiYan-SQL)
C3: Zero-shot Text-to-SQL with ChatGPT arXiv:2307.07306