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SotA/Natural Language Processing/Semantic Parsing/WikiSQL

Semantic Parsing on WikiSQL

Metric: Denotation accuracy (test) (higher is better)

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#Model↕Denotation accuracy (test)▼Extra DataPaperDate↕Code
1TAPEX-Large (weak supervision)89.5NoTAPEX: Table Pre-training via Learning a Neural ...2021-07-16Code
2CABINET89.5NoCABINET: Content Relevance based Noise Reduction...2024-02-02Code
3ReasTAP-Large (weak supervision)89.2NoReasTAP: Injecting Table Reasoning Skills During...2022-10-22Code
4TAPAS-Large (weak supervision)83.6YesTAPAS: Weakly Supervised Table Parsing via Pre-t...2020-04-05Code