@@ -44,16 +44,16 @@ If you submit papers on WikiSQL, please consider sending a pull request to merge
4444
4545| Model | Dev logical form <br /> accuracy | Dev <br /> execution <br /> accuracy | Test <br /> logical form <br /> accuracy | Test <br /> execution <br /> accuracy | Uses execution |
4646| :---: | :---: | :---: | :---: | :---: | :---: |
47- | [ IE-SQL<br />+Execution-Guided Decoding<br />(Ma 2020)] ( https://drive.google.com/file/d/1t3xEltqKpYJGYekAhQ5vYFen1ocHJ3sY/view?usp=sharing ) <br /> (Ping An Life Insurance , AI Team)| 87.9 | 92.6 | 87.8 | 92.5 | Inference |
47+ | [ IE-SQL<br />+Execution-Guided Decoding<br />(Ma 2020)] ( https://drive.google.com/file/d/1t3xEltqKpYJGYekAhQ5vYFen1ocHJ3sY/view?usp=sharing ) <br /> (Ping An Life, AI Team)| 87.9 | 92.6 | 87.8 | 92.5 | Inference |
4848| [ HydraNet<br />+Execution-Guided Decoding<br />(Lyu 2020)] ( https://www.microsoft.com/en-us/research/publication/hybrid-ranking-network-for-text-to-sql/ ) <br />(Microsoft Dynamics 365 AI) | 86.6 | 92.4 | 86.5 | 92.2 | Inference |
4949| [ X-SQL<br />+Execution-Guided Decoding<br />(He 2019)] ( https://www.microsoft.com/en-us/research/publication/x-sql-reinforce-context-into-schema-representation/ ) | 86.2 | 92.3 | 86.0 | 91.8 | Inference |
5050| [ (Guo 2019) <br />+Execution-Guided Decoding <br /> with BERT-Base-Uncased] ( https://arxiv.org/abs/1910.07179 ) ^| 85.4 | 91.1 | 84.5 | 90.1 | Inference |
5151| [ SQLova<br />+Execution-Guided Decoding<br />(Hwang 2019)] ( https://ssl.pstatic.net/static/clova/service/clova_ai/research/publications/SQLova.pdf ) | 84.2 | 90.2 | 83.6 | 89.6 | Inference |
5252| [ IncSQL<br />+Execution-Guided Decoding<br />(Shi 2018)] ( https://arxiv.org/pdf/1809.05054.pdf ) | 51.3 | 87.2 | 51.1 | 87.1 | Inference |
5353| [ Execution-Guided Decoding<br />(Wang 2018)] ( https://arxiv.org/abs/1807.03100 ) | 76.0 | 84.0 | 75.4 | 83.8 | Inference |
5454| [ HydraNet (Lyu 2020)] ( https://www.microsoft.com/en-us/research/publication/hybrid-ranking-network-for-text-to-sql/ ) <br />(Microsoft Dynamics 365 AI) | 83.6 | 89.1 | 83.8 | 89.2 | |
55- | [ IE-SQL (anonymous)] ( https://drive.google.com/file/d/1t3xEltqKpYJGYekAhQ5vYFen1ocHJ3sY/view?usp=sharing ) <br /> | 84.6 | 88.7 | 84.6 | 88.8 | |
5655| [ (Guo 2019) <br /> with BERT-Base-Uncased] ( https://arxiv.org/abs/1910.07179 ) ^ | 84.3 | 90.3 | 83.7 | 89.2 | |
56+ | [ IE-SQL (Ma 2020)] ( https://drive.google.com/file/d/1t3xEltqKpYJGYekAhQ5vYFen1ocHJ3sY/view?usp=sharing ) <br />(Ping An Life, AI Team) | 84.6 | 88.7 | 84.6 | 88.8 | |
5757| [ X-SQL<br />(He 2019)] ( https://www.microsoft.com/en-us/research/publication/x-sql-reinforce-context-into-schema-representation/ ) | 83.8 | 89.5 | 83.3 | 88.7 | |
5858| [ SQLova <br />(Hwang 2019)] ( https://ssl.pstatic.net/static/clova/service/clova_ai/research/publications/SQLova.pdf ) | 81.6 | 87.2 | 80.7 | 86.2 | |
5959| [ IncSQL<br />(Shi 2018)] ( https://arxiv.org/pdf/1809.05054.pdf ) | 49.9 | 84.0 | 49.9 | 83.7 | |
0 commit comments