HyperAI超神经

首页算力平台文档资讯论文教程数据集百科 SOTA LLM 模型天梯 GPU 天梯顶会

中文

HyperAI超神经

Code Generation On Wikisql

评估指标

Exact Match Accuracy

Execution Accuracy

评测结果

各个模型在此基准测试上的表现结果

			Paper Title	Repository
NL2SQL-RULE	83.7	89.2	Content Enhanced BERT-based Text-to-SQL Generation
TypeSQL+TC (Yu et al., 2018)+	-	82.6	TypeSQL: Knowledge-based Type-Aware Neural Text-to-SQL Generation
Tranx	68.6	78.6	TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation
STAMP+RL (Sun et al., 2018)+	61.0	74.6	Semantic Parsing with Syntax- and Table-Aware SQL Generation	-
STAMP (Sun et al., 2018)+	60.7	74.4	Semantic Parsing with Syntax- and Table-Aware SQL Generation	-
TypeSQL (Yu et al., 2018)	-	73.5	TypeSQL: Knowledge-based Type-Aware Neural Text-to-SQL Generation
PT-MAML (Huang et al., 2018)	62.8	68.0	Natural Language to Structured Query Generation via Meta-Learning
Bidirectional Attention for SQL Generation	69	62.5	Bidirectional Attention for SQL Generation
Seq2SQL (Zhong et al., 2017)	48.3	59.4	Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning
Seq2Seq (Zhong et al., 2017)	23.4	35.9	Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning

0 of 10 row(s) selected.

Code Generation On Wikisql | SOTA | HyperAI超神经