| --- |
| pretty_name: SWE-PolyBench Retrieval |
| task_categories: |
| - text-retrieval |
| tags: |
| - mteb |
| - rteb |
| - code-retrieval |
| - agentic-coding |
| configs: |
| - config_name: corpus |
| data_files: |
| - split: test |
| path: corpus/test-*.parquet |
| - config_name: queries |
| data_files: |
| - split: test |
| path: queries/test-*.parquet |
| - config_name: default |
| data_files: |
| - split: test |
| path: qrels/test-*.parquet |
| - config_name: top_ranked |
| data_files: |
| - split: test |
| path: top_ranked/test-*.parquet |
| --- |
| |
| # SWE-PolyBench Retrieval |
|
|
| Retrieval-formatted version of [SWE-PolyBench](https://huggingface.co/datasets/AmazonScience/SWE-PolyBench), prepared for the RTEB code |
| retrieval benchmark in [MTEB](https://github.com/embeddings-benchmark/mteb). |
|
|
| Each query is a coding task (a GitHub issue). Its candidate documents are the files of |
| the corresponding repository snapshot; the relevant documents are the files that the |
| reference solution modifies. |
|
|
| | | Count | |
| |---|---:| |
| | Queries | 2,109 | |
| | Documents | 12,037,557 | |
| | Qrels | 5,423 | |
|
|
| ## Format |
|
|
| Standard MTEB retrieval layout, loadable with MTEB's default `AbsTaskRetrieval` loader: |
|
|
| - `corpus`: `id`, `text`. The id is `<example_id>/<repository-relative file path>`, |
| the text is the file content. |
| - `queries`: `id`, `text`. |
| - `default` (qrels): `query-id`, `corpus-id`, `score`. |
| - `top_ranked`: `query-id`, `corpus-ids`. Every example has its own repository |
| snapshot, so each query is evaluated only against the documents of its own example |
| (the full list of that example's files, not a pre-ranked subset). |
|
|
| All configs have a single `test` split. |
|
|
| ## Source and license |
|
|
| Derived from [SWE-PolyBench](https://huggingface.co/datasets/AmazonScience/SWE-PolyBench) via `MongoDB/rteb-public-agentic-coding`. |
| The upstream dataset and the included repositories retain their original licenses |
| and attribution. |
|
|
