OpenCodePapers

code-generation-on-wikisql

Code Generation
Dataset Link
Results over time
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Leaderboard
PaperCodeExecution AccuracyExact Match AccuracyModelNameReleaseDate
Content Enhanced BERT-based Text-to-SQL Generation✓ Link89.283.7NL2SQL-RULE2019-10-16
TypeSQL: Knowledge-based Type-Aware Neural Text-to-SQL Generation✓ Link82.6TypeSQL+TC (Yu et al., 2018)+2018-04-25
TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation✓ Link78.668.6Tranx2018-10-05
Semantic Parsing with Syntax- and Table-Aware SQL Generation74.661.0STAMP+RL (Sun et al., 2018)+2018-04-23
Semantic Parsing with Syntax- and Table-Aware SQL Generation74.460.7STAMP (Sun et al., 2018)+2018-04-23
TypeSQL: Knowledge-based Type-Aware Neural Text-to-SQL Generation✓ Link73.5TypeSQL (Yu et al., 2018)2018-04-25
Natural Language to Structured Query Generation via Meta-Learning✓ Link68.062.8PT-MAML (Huang et al., 2018)2018-03-02
Bidirectional Attention for SQL Generation✓ Link62.569Bidirectional Attention for SQL Generation2017-12-30
Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning✓ Link59.448.3Seq2SQL (Zhong et al., 2017)2017-08-31
Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning✓ Link35.923.4Seq2Seq (Zhong et al., 2017)2017-08-31