Text-to-SQL on WikiSQL 1.0 (test)
82.6Execution AccuracyTypeSQL+TC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TypeSQL+TCContent Sensitivity=Content Sensitive2018.04 | 82.6 | — | 75.4 | |
| TypeSQLContent Sensitivity=Content Insensitive2018.04 | 73.5 | — | 66.7 | |
| TypeSQL w/o type-awarenessContent Sensitivity=Content Insensitive2018.04 | 71.7 | — | 64.9 | |
| SQLNetContent Sensitivity=Content Insensitive2018.04 | 68 | — | 61.3 | |
| Wang et al.Content Sensitivity=Content Sensitive2018.04 | 65.1 | 59.5 | — | |
| Seq2SQLContent Sensitivity=Content Insensitive2018.04 | 59.4 | 48.3 | — | |
| Augmented Pointer NetworkContent Sensitivity=Content Insensitive2018.04 | 52.8 | 42.8 | — | |
| Dong and LapataContent Sensitivity=Content Insensitive2018.04 | 35.9 | 23.4 | — |