Metric: question match accuracy (higher is better)
| # | Model↕ | question match accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RASAT+PICARD | 55.7 | No | RASAT: Integrating Relational Structures into Pr... | 2022-05-14 | Code |
| 2 | T5-3B + PICARD | 54.6 | No | PICARD: Parsing Incrementally for Constrained Au... | 2021-09-10 | Code |
| 3 | HIE-SQL + GraPPa | 53.9 | No | - | - | - |
| 4 | RAT-SQL + SCoRe | 51.6 | No | - | - | - |
| 5 | R²SQL + BERT | 46.8 | No | Dynamic Hybrid Relation Network for Cross-Domain... | 2021-01-05 | Code |
| 6 | Edit-SQL+BERT | 40.8 | No | Editing-Based SQL Query Generation for Cross-Dom... | 2019-09-02 | Code |
| 7 | GAZP+BERT | 39.7 | No | Grounded Adaptation for Zero-shot Executable Sem... | 2020-09-16 | Code |
| 8 | SyntaxSQL-con | 14.1 | No | CoSQL: A Conversational Text-to-SQL Challenge To... | 2019-09-11 | Code |
| 9 | CD-Seq2seq | 13.9 | No | CoSQL: A Conversational Text-to-SQL Challenge To... | 2019-09-11 | Code |