Text-to-SQL on WikiSQL 1.0 (dev)
0.855Execution AccuracyTypeSQL+TC
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TypeSQL+TCContent Sensitivity=Content Sensitive2018.04 | 0.855 | — | 79.2 | — | |
| TypeSQLContent Sensitivity=Content Insensitive2018.04 | 0.745 | — | 68 | — | |
| TypeSQL w/o type-awarenessContent Sensitivity=Content Insensitive2018.04 | 0.728 | — | 66.5 | — | |
| SQLNetContent Sensitivity=Content Insensitive2018.04 | 0.698 | — | 63.2 | — | |
| Wang et al.Content Sensitivity=Content Sensitive2018.04 | 0.652 | 0.596 | — | — | |
| Seq2SQLContent Sensitivity=Content Insensitive2018.04 | 0.608 | 0.495 | — | — | |
| Augmented Pointer NetworkContent Sensitivity=Content Insensitive2018.04 | 0.538 | 0.441 | — | — | |
| Dong and LapataContent Sensitivity=Content Insensitive2018.04 | 0.37 | 0.233 | — | — | |
| Agarwal et al. (2019)Supervision=weak2020.04 | — | — | — | 0.749 | |
| Liang et al. (2018)Supervision=weak2020.04 | — | — | — | 0.718 | |
| Min et al. (2019)Supervision=weak2020.04 | — | — | — | 0.844 | |
| TAPASSupervision=weak2020.04 | — | — | — | 0.851 | |
| TAPASSupervision=full2020.04 | — | — | — | 0.88 | |
| Wang et al. (2019)Supervision=weak2020.04 | — | — | — | 0.794 |