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repository benchmark

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ExpertCrowd-SWE tests coding agents on expert-authored repository work

Researchers released ExpertCrowd-SWE, a 100-task coding-agent benchmark across 87 open-source projects and 11 languages. Tasks use expert-authored change requests, sealed reference solutions, partial-credit graders and adversarial control patches; 24 tasks are public and 76 remain held out.

Why it matters: The benchmark targets larger, merge-quality changes rather than short bug fixes and repeats each model five times. Its leading scores around two-thirds show that frontier coding agents still fail substantial portions of realistic unfamiliar-repository work.

Read storyOriginal source · arxiv.org