SWE-bench
Real GitHub issues that a model must resolve by editing a repository.
Overview
SWE-bench takes real issues from open-source repositories and requires a model to produce a patch that makes the project's own tests pass. It solves the problem that isolated programming exercises do not resemble real work, where the task is to find the relevant code in a large repository first. It exists because execution against a real test suite is the hardest-to-game signal for coding ability.
Technology Graph
How SWE-bench connects to the rest of the stack.
Applied to
- AI Agent application AI Agents SWE-bench used for AI Agent High ✓ source
- Code Generation application Applications SWE-bench used for Code Generation High ✓ source