Text-to-SQL on WikiSQL (dev)
85.4Logic Form AccContent Enhanced BERT-based Text-to-SQL Generation
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Content Enhanced BERT-based Text-to-SQL GenerationExecution-guided decoding (EG)=true2019.10 | 85.4 | 91.1 | |
| Content Enhanced BERT-based Text-to-SQL GenerationExecution-guided decoding (EG)=false2019.10 | 84.3 | 90.3 | |
| SQLovaBackbone=BERT-Base-Uncased, Execution-guided decoding (EG)=false2019.10 | 80.6 | 86.5 | |
| MQANBERT augmentation=false, Execution-guided decoding=false2019.11 | 76.1 | 82 | |
| RAT-SQLBERT augmentation=false, Execution-guided decoding=false2019.11 | 73.6 | 79.5 | |
| Coarse2FineBERT augmentation=false, Execution-guided decoding=false2019.11 | 72.5 | 79 | |
| PT-MAMLBERT augmentation=false, Execution-guided decoding=false2019.11 | 63.1 | 68.3 | |
| IncSQLBERT augmentation=false, Execution-guided decoding=false2019.11 | 49.9 | 84 |