Unverified60% confidenceBenchmarkExact time
SWE-bench extracts tasks from real GitHub Issues, requiring models to fix real bugs in mainstream open-source projects, and is regarded as the gold standard for measuring the ability to actually solve engineering problems.
2
Sources
60%
Confidence
Long-term
Relevance
7/19/2026
First Seen
Sources
Related Claims
VerifiedSWE-bench directly extracts issues and corresponding pull requests from real GitHub open-source projects, requiring AI systems to understand problem descriptions, locate code defects, and generate correct fix patches84% similarVerifiedSWE-bench requires models to resolve real software defects on GitHub and is the authoritative benchmark for evaluating agent-level programming capabilities.82% similar
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