ResearchTasksNL-to-SQLNL-to-SQLFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedWikiTQTable-Specialist59.7Execution Accuracy22May 28, 2026WikiSQLTable-Specialist87.4Execution Accuracy18Mar 25, 2026Text2AnalysisGPT-458.1Execution Accuracy12Mar 25, 2026Combined NL-to-SQL (WikiSQL, WikiTQ, Text2Analysis, Spider, BIRD)Table-Specialist61.6Quality Score3Mar 25, 2026
Combined NL-to-SQL (WikiSQL, WikiTQ, Text2Analysis, Spider, BIRD)Table-Specialist61.6Quality Score3Mar 25, 2026