Dialogue on CoSQL

Metric: interaction match accuracy (higher is better)

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#	Model↕	interaction match accuracy▼	Extra Data	Paper	Date↕	Code
1	RASAT+PICARD	26.5	No	RASAT: Integrating Relational Structures into Pr...	2022-05-14	Code
2	HIE-SQL + GraPPa	24.6	No	-	-	-
3	T5-3B + PICARD	23.7	No	PICARD: Parsing Incrementally for Constrained Au...	2021-09-10	Code
4	RAT-SQL + SCoRe	21.2	No	-	-	-
5	R²SQL + BERT	17	No	Dynamic Hybrid Relation Network for Cross-Domain...	2021-01-05	Code
6	Edit-SQL+BERT	13.7	No	Editing-Based SQL Query Generation for Cross-Dom...	2019-09-02	Code
7	GAZP+BERT	12.8	No	Grounded Adaptation for Zero-shot Executable Sem...	2020-09-16	Code
8	CD-Seq2seq	2.6	No	CoSQL: A Conversational Text-to-SQL Challenge To...	2019-09-11	Code
9	SyntaxSQL-con	2.2	No	CoSQL: A Conversational Text-to-SQL Challenge To...	2019-09-11	Code

#1RASAT+PICARDSOTA
26.5
interaction match accuracy· 2022-05-14
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL Code
#2HIE-SQL + GraPPa
24.6
interaction match accuracy
No paper
#3T5-3B + PICARDSOTA
23.7
interaction match accuracy· 2021-09-10
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Code
#4RAT-SQL + SCoRe
21.2
interaction match accuracy
No paper
#5R²SQL + BERTSOTA
17
interaction match accuracy· 2021-01-05
Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing Code
#6Edit-SQL+BERTSOTA
13.7
interaction match accuracy· 2019-09-02
Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions Code
#7GAZP+BERT
12.8
interaction match accuracy· 2020-09-16
Grounded Adaptation for Zero-shot Executable Semantic Parsing Code
#8CD-Seq2seq
2.6
interaction match accuracy· 2019-09-11
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases Code
#9SyntaxSQL-con
2.2
interaction match accuracy· 2019-09-11
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases Code