Context-dependent Text-to-SQL on CoSQL (test)
55.7Question MatchRASAT + PICARD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RASAT + PICARDDecoding=PICARD2022.05 | 55.7 | 26.5 | 66.3 | 37.4 | |
| T5-3B + PICARDDecoding=PICARD, Parameters=3B2022.05 | 54.6 | 23.7 | — | — | |
| HIE-SQL + GraPPaAugmentation=GraPPa2022.05 | 53.9 | 24.6 | — | — | |
| RAT-SQL + SCoReAugmentation=SCoRe2022.05 | 51.6 | 21.2 | — | — | |
| T5-3BParameters=3B2022.05 | 51.4 | 21.7 | — | — | |
| Dynamic Hybrid Relation NetworkPre-trained Model=BERT2021.01 | 46.8 | 17 | — | — | |
| EditSQLPre-trained Model=BERT2021.01 | 40.8 | 13.7 | — | — | |
| GAZP + BERTBackbone=BERT2022.05 | 39.7 | 12.8 | 35.9 | 8.4 | |
| MemCE+Liu et al. (2020)Enc-Dec=Mem-Grammar2021.09 | 28.4 | 6.2 | — | — | |
| SyntaxSQL-conPre-trained Model=GloVe2021.01 | 14.1 | 2.2 | — | — | |
| CD-Seq2SeqPre-trained Model=GloVe2021.01 | 13.9 | 2.6 | — | — | |
| CDS2SEnc-Dec=HE-LSTM2021.09 | 13.9 | 2.6 | — | — |