Datasets › SParC
SParC (Semantic Parsing in Context)
SParC is a large-scale dataset for complex, cross-domain, and context-dependent (multi-turn) semantic parsing and text-to-SQL task (interactive natural language interfaces for relational databases).
Source: https://github.com/taoyds/sparc Image Source: https://arxiv.org/pdf/1906.02285.pdf
Benchmarks archive 2025-07-28
All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Text-To-SQL | SParC | RASAT+PICARD interaction match accuracy 45.2 | RASAT: Integrating Relational Structures into Pretrained... | lumia-group/rasat | 7 | Compare |
| Semantic Parsing | SParC | MeMCE Exact 40.3 | Memory-Based Semantic Parsing | worksheets.codalab.org/worksheets/0xbd49d04e5a494a978642bbaf028b659b | 1 | Compare |
Papers archive 2025-07-28
8 shown of 8 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 59. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL | 1 | 1 | 14 May 2022 | ran 0 of 9 samples (9 unverified) |
| Pay More Attention to History: A Context Modelling Strategy for Conversational Text-to-SQL | 1 | 1 | 16 Dec 2021 | not harvested |
| HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing | 0 | 1 | 16 Nov 2021 | not harvested |
| Memory-Based Semantic Parsing | 1 | 1 | 7 Sep 2021 | not harvested |
| SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing | 0 | 1 | 1 Jan 2021 | not harvested |
| Grounded Adaptation for Zero-shot Executable Semantic Parsing | 1 | 1 | 16 Sep 2020 | ran 0 of 11 samples (11 unverified) |
| Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions | 3 | 1 | 2 Sep 2019 | not harvested |
| SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task | 2 | 1 | 11 Oct 2018 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- SParC
1 variant name, as the archive lists them.
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