Unverified60% confidenceBenchmarkExact time
SWE-bench evaluates a model's ability to resolve real GitHub issues, while LiveCodeBench uses competitive programming problems to prevent data contamination.
2
Sources
60%
Confidence
Long-term
Relevance
8/13/2026
First Seen
Sources
Related Claims
UnverifiedSWE-bench使用真实GitHub Issue评测代码能力，但仍是离线静态评估，无法模拟真实Agent任务中的网络延迟、API变更等动态因素77% similarUnverifiedSWE-bench requires models to read issues from real GitHub repositories, autonomously generate patches, and pass validation on a hidden test set, and is considered one of the benchmarks most closely reflecting real-world engineering capability.76% similarVerifiedSWE-bench requires models to autonomously complete code modifications starting from real GitHub issues and pass test cases, making it closer to real-world engineering scenarios than HumanEval.75% similarVerifiedSWE-bench requires models to resolve real software defects on GitHub and is the authoritative benchmark for evaluating agent-level programming capabilities.74% similar
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