Datasets:
metadata
license: cc-by-nc-nd-4.0
task_categories:
- text-generation
tags:
- code
- NLP
- Bug Fixing
- Machine Learning
- Automated Code Review
- Programming languages
- code completion
size_categories:
- 1K<n<10K
SWE-Bench Dataset - 8,712 files
The dataset comprises 8,712 files across 6 programming languages, featuring verified tasks and benchmarks for evaluating coding agents and language models. It supports coding agents, language models, and developer tools with verified benchmark scores and multi-language test sets. - Get the data
Dataset characteristics:
| Characteristic | Data |
|---|---|
| Description | An extended benchmark of real-world software engineering tasks with enhanced artifacts and broader language coverage |
| Data types | Text |
| Tasks | Bug fixing, code completion, pull request generation, automated code review |
| Total number of files | 8,712 |
| Total number of people | 30 |
| Labeling | Annotated with golden patches, test patches, post-patch reference states, and metadata stored in parquet files (e.g., repository name, issue/PR identifier, diffs, test results) |
| Programming languages | C#, Go, PHP, Rust, Kotlin, Ruby |
📊 Sample dataset available! For full access, contact us to discuss purchase terms.
Dataset structure
- Go - Files in Go
- Scala - Files in Scala