Used to enhance AI model evaluation
On August 13, 2024, OpenAI launched SWE-bench Verified, an improved subset of the original SWE-bench benchmark designed to more accurately assess the ability of AI models to solve real-world software problems. This new version contains 500 manually verified samples and addresses previous shortcomings in task clarity and assessment accuracy.
Key findings during the verification process indicated that 68.3% of the original SWE-bench samples were filtered due to issues such as unclear problem statements or unfair unit testing. The updated benchmark allows GPT-4o to solve 33.2% of tasks, significantly improving its previous score of 16% in the original suite.
The development involved collaboration with 93 professional developers who annotated a total of 1,699 random samples, ensuring high-quality assessments through a rigorous screening process. In addition, improvements include using a containerized Docker environment to build a reliable test environment.
The initiative is part of OpenAI’s broader readiness framework that aims to enhance model autonomy while addressing the challenges inherent in evaluating complex software engineering tasks.
If you want to learn more, you can click on the link below the video.
Thank you for watching this video. If you like it, please subscribe and like it. thank
Original text:https://openai.com/index/introducing-swe-bench-verified/
Oil tubing: