Text-to-SQL on WikiSQL 4 (test)
74.6Execution AccuracySTAMP+RL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| STAMP+RLreinforcement_learning=true2018.04 | 74.6 | 61 | |
| STAMP2018.04 | 74.4 | 60.7 | |
| STAMPvariant=w/o column-cell relation2018.04 | 70.6 | 58.4 | |
| Guo and Gao2018.04 | 69 | — | |
| SQLNet2018.04 | 68 | — | |
| STAMPvariant=w/o cell2018.04 | 67.4 | 58 | |
| Seq2SQLreinforcement_learning=true2018.04 | 59.4 | 48.3 | |
| Aug.PntNetimplementation=re-implemented by us2018.04 | 59.2 | 52.1 | |
| Seq2SQLreinforcement_learning=false2018.04 | 57.1 | 47.4 | |
| Aug.PntNetsource=Zhong et al., 20172018.04 | 53.3 | 43.3 | |
| Attentional Seq2Seq2018.04 | 35.9 | 23.4 |