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NL2SQL research benchmarks · SOTA2 Research

NL2SQL

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

BEAVER Oracle dialect

36.4Execution Accuracy

9

Jun 11, 2026

Archer Chinese zh (dev)

84.6Execution Accuracy (EX)

9

Jun 11, 2026

Spider 600 Q (test dev)

Gemini 2.5 F-Lite

73.83Execution Accuracy

7

Mar 25, 2026

Custom Orchestrator (V5)

78.7California Schools Accuracy

6

May 20, 2026

Spider2-snow leaderboard (full)

94.15Accuracy

5

Jul 1, 2026

AMBROSIA Unambiguous

94.7Execution Accuracy (EX)

3

Jun 11, 2026

AMBROSIA Ambiguous

92Execution Accuracy (EX)

3

Jun 11, 2026

Popular datasets

Ambrosia BIRD Spider Archer Beaver

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