| --- |
| license: cc-by-4.0 |
| pretty_name: Statement Portfolio (SWE-rebench-V2, 2,094 instances) |
| task_categories: |
| - text-generation |
| tags: |
| - software-engineering |
| - swe-agents |
| - problem-statements |
| - swe-rebench |
| size_categories: |
| - 1K<n<10K |
| configs: |
| - config_name: default |
| data_files: statements.parquet |
| --- |
| |
| # Statement Portfolio |
|
|
| Redrafted problem statements for 2,094 feature-implementation instances from |
| [`nebius/SWE-rebench-V2`](https://huggingface.co/datasets/nebius/SWE-rebench-V2), |
| as used in the statement-portfolio experiments of our paper. Each instance has three |
| redrafts of the same required change: |
|
|
| | `variant` | Style | |
| |---|---| |
| | `narrative` | Explains the requested change and its intended behavior in prose | |
| | `acceptance` | Leads with the criteria that a completed implementation must meet | |
| | `scope` | States what the change should include and exclude | |
|
|
| Redrafts were written by a multi-agent pipeline (two drafters, cross-critique, |
| arbiter) that reads the public pull-request record (linked issues, review discussion, |
| PR description, commit messages). The reference patch and hidden tests were never shown |
| to the drafting models. |
|
|
| ## Fields |
|
|
| | Field | Description | |
| |---|---| |
| | `instance_id` | SWE-rebench-V2 instance id (join key) | |
| | `repo`, `pr_number` | Source repository and pull request | |
| | `language` | Repository language | |
| | `base_commit` | Repository snapshot the task starts from | |
| | `variant` | `narrative`, `acceptance`, or `scope` | |
| | `problem_statement` | The redrafted statement, exactly as given to the agent | |
| | `generation` | How the statement was produced | |
|
|
| 6,282 rows (2,094 instances × 3 variants). |
|
|
| ## Reconstructing executable tasks |
|
|
| This release contains statements only. Repository snapshot, reference patch, test patch, |
| `FAIL_TO_PASS`/`PASS_TO_PASS` tests, and environment configuration come from |
| SWE-rebench-V2 at revision `475dd5e8703bb5fb22dd3c60b5d038b019eba1e0`; join on |
| `instance_id`. |
|
|
| ## License and citation |
|
|
| Released under CC-BY-4.0, following SWE-rebench-V2. Please cite SWE-rebench-V2 and our |
| paper when using this data. |
|
|
