| --- |
| 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](https://unidata.pro/datasets/swe-bench-coding-tasks/?utm_source=huggingface-nlp&utm_medium=referral&utm_campaign=swe-bench-coding-tasks)** |
| ## 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](https://unidata.pro/datasets/swe-bench-coding-tasks/?utm_source=huggingface-nlp&utm_medium=referral&utm_campaign=swe-bench-coding-tasks) to discuss purchase terms. |
| ## Dataset structure |
| - Go - Files in Go |
| - Scala - Files in Scala |
|
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| ### 🧩 Like the dataset but need different data? We can collect a custom dataset just for you - learn more about our data collection services [here](https://unidata.pro/datasets/swe-bench-coding-tasks/?utm_source=huggingface-nlp&utm_medium=referral&utm_campaign=swe-bench-coding-tasks) |
|
|
| ## Similar Datasets: |
| 1. [LLM Text Generation Dataset](https://unidata.pro/datasets/llm-text-generation/?utm_source=huggingface-nlp&utm_medium=referral&utm_campaign=swe-bench-coding-tasks) |
| 2. [Synthetic Printed USA Passports Dataset](https://unidata.pro/datasets/synthetic-printed-usa-passports-dataset/?utm_source=huggingface-nlp&utm_medium=referral&utm_campaign=swe-bench-coding-tasks) |
| 3. [DeepFake Videos Dataset](https://unidata.pro/datasets/deepfake-videos-dataset/?utm_source=huggingface-nlp&utm_medium=referral&utm_campaign=swe-bench-coding-tasks) |
|
|
| ## 🌐 [UniData](https://unidata.pro/datasets/swe-bench-coding-tasks/?utm_source=huggingface-nlp&utm_medium=referral&utm_campaign=swe-bench-coding-tasks) - your trusted data partner. Unique, accurate, thoroughly collected and annotated data designed to fuel your AI/ML success. |
