Text-to-SQL (Component Matching) on Spider (test)
12SELECT Component ErrorSeq2Seq+Copying
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Seq2Seq+Copying2018.10 | 12 | 3.1 | 5.3 | 5.8 | 7.3 | |
| Seq2Seq2018.10 | 13 | 1.5 | 3.3 | 5.3 | 8.7 | |
| Seq2Seq+Attention2018.10 | 13.6 | 3.1 | 3.6 | 9.9 | 9.9 | |
| SyntaxSQLNetdata augmentation=false, table aware=false, history aware=false2018.10 | 26.7 | 14.6 | 11.8 | 34.9 | 64.6 | |
| TypeSQL2018.10 | 36.4 | 16 | 17.2 | 47.7 | 66.2 | |
| SQLNet2018.10 | 44.5 | 19.8 | 29.5 | 48.8 | 64 | |
| SyntaxSQLNetdata augmentation=false, table aware=false, history aware=true2018.10 | 48.9 | 20.1 | 36.3 | 46.8 | 69.7 | |
| SyntaxSQLNetdata augmentation=false, table aware=true, history aware=true2018.10 | 53.9 | 24.5 | 44.4 | 49.5 | 71.3 | |
| SyntaxSQLNetdata augmentation=true, table aware=true, history aware=true2018.10 | 62.5 | 34.8 | 55.6 | 60.9 | 69.6 |