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4444| Model | Dev logical form <br /> accuracy | Dev <br /> execution <br /> accuracy | Test <br /> logical form <br /> accuracy | Test <br /> execution <br /> accuracy | Uses execution |
4545| :---: | :---: | :---: | :---: | :---: | :---: |
46- | [ HydraNet< br />+ Execution-Guided Decoding< br /> (Lyu 2020)] ( https://www.microsoft.com/en-us/research/publication/hybrid-ranking-network-for-text-to-sql/ ) (Microsoft Dynamics 365 AI) | 86.6 | 92.4 | 86.5 | 92.2 | Inference |
46+ | HydraNet + Execution-Guided Decoding [ (Lyu 2020)] ( https://www.microsoft.com/en-us/research/publication/hybrid-ranking-network-for-text-to-sql/ ) (Microsoft Dynamics 365 AI) | 86.6 | 92.4 | 86.5 | 92.2 | Inference |
4747| [ 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 |
4848| [ (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 |
4949| [ 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 |
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