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Natural Language to SQL research benchmarks · SOTA2 Research

Natural Language to SQL

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Oncology clinical trial queries

94.64CHRF

18

Apr 20, 2026

88.7Accuracy

17

Feb 26, 2026

SQL-Eval (test)

69.86EX

6

Feb 26, 2026

Popular datasets

WikiSQL SQL-Eval Oncology clinical trial queries

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