Unverified60% confidenceFactExact time
SWE-bench involves high-level capabilities such as cross-file dependency analysis, version compatibility judgment, and regression test passing, making it more reflective of real engineering scenarios than function-writing benchmarks such as HumanEval
2
Sources
60%
Confidence
Long-term
Relevance
7/8/2026
First Seen
Sources
Related Claims
UnverifiedSWE-bench相比HumanEval、MBPP等传统基准更贴近实际开发场景，考验模型对大型代码库的理解、跨文件依赖追踪和缺陷定位能力79% similarUnverifiedSWE-Bench Pro旨在引入更复杂的多文件修改场景和更严格的测试标准，以拉开主流模型之间的分数差距78% similarUnverifiedSWE-type benchmarks are used to evaluate a model's ability to solve real software engineering problems, with problems usually drawn from real issues and PRs in open-source repositories, testing cross-file understanding and multi-step reasoning ability.75% similarUnverified评估智能体编程能力的主流基准包括SWE-bench、SWE-bench Verified和HumanEval75% similar
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