Datasets › Django
Django
The Django dataset is a dataset for code generation comprising of 16000 training, 1000 development and 1805 test annotations. Each data point consists of a line of Python code together with a manually created natural language description.
Source: Latent Predictor Networks for Code Generation Image Source: https://github.com/microsoft/vscode-docs/issues/2696
Benchmarks archive 2025-07-28
All 1 leaderboard 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 | ||||
|---|---|---|---|---|---|---|
| Code Generation | Django | MarianCG Accuracy 81.83 | MarianCG: a code generation transformer model inspired... | AhmedSSoliman/MarianCG-NL-to-Code | 11 | Compare |
Papers archive 2025-07-28
7 shown of 7 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 22. 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 | |||
|---|---|---|---|---|
| Leveraging pre-trained language models for code generation | 1 | 4 | 29 Feb 2024 | not harvested |
| MarianCG: a code generation transformer model inspired by machine translation | 1 | 1 | 22 Nov 2022 | not harvested |
| The impact of lexical and grammatical processing on generating code from natural language | 2 | 1 | 28 Feb 2022 | not harvested |
| Code Generation from Natural Language with Less Prior and More Monolingual Data | 1 | 1 | 1 Jan 2021 | not harvested |
| Reranking for Neural Semantic Parsing | 0 | 1 | 1 Jul 2019 | not harvested |
| TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation | 4 | 1 | 5 Oct 2018 | ran 2 of 7 samples (5 unverified; 2 pointer-only for licence) |
| Latent Predictor Networks for Code Generation | 2 | 2 | 22 Mar 2016 | 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
- Django
1 variant name, as the archive lists them.
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