Text-to-SQL on WikiSQL 4 (dev)
75.1Execution AccuracySTAMP+RL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| STAMP+RLreinforcement_learning=true2018.04 | 75.1 | 61.7 | |
| STAMP2018.04 | 74.8 | 61.5 | |
| STAMPvariant=w/o column-cell relation2018.04 | 71.8 | 59.3 | |
| Guo and Gao2018.04 | 71.1 | — | |
| SQLNet2018.04 | 69.8 | — | |
| STAMPvariant=w/o cell2018.04 | 67.8 | 58.6 | |
| Seq2SQLreinforcement_learning=true2018.04 | 60.8 | 49.5 | |
| Aug.PntNetimplementation=re-implemented by us2018.04 | 58.9 | 51.5 | |
| Seq2SQLreinforcement_learning=false2018.04 | 58.1 | 48.2 | |
| Aug.PntNetsource=Zhong et al., 20172018.04 | 53.8 | 44.1 | |
| Attentional Seq2Seq2018.04 | 37 | 23.3 |