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Text-to-SQL Data Synthesis on BIRD Medium Columns (train)

1,324.1Token Cost (1k Tokens)SQL-Gen
1,080.22,726.5254,372.856,019.175May 13, 2026

Evaluation results

MethodLinks
SQL-Gen#AVG. Columns=33.8, LLM=Gemini 1.5 Pro, Samples per database=300, Number of databases=52026.051,324.1397.5
KE-ICL/KE-RL#AVG. Columns=33.8, LLM=Gemini 1.5 Pro, Samples per database=300, Number of databases=52026.052,168.61,163.1
Omini#AVG. Columns=33.8, LLM=Gemini 1.5 Pro, Samples per database=300, Number of databases=52026.057,421.61,524.6