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Jimenez and colleagues: SWE-bench software issue benchmark

Built an evaluation framework from real repository issues and corresponding fixes, testing whether language models can edit code to resolve them.

What is recorded here?

Built an evaluation framework from real repository issues and corresponding fixes, testing whether language models can edit code to resolve them.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

Year follows the original 2023 preprint. Benchmark performance is version-, environment- and test-dependent; this record excludes current leaderboard scores and later curated subsets.

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People and systems

Carlos E. Jimenez; John Yang; Alexander Wettig; Shunyu Yao; Kexin Pei; Ofir Press; Karthik Narasimhan

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

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English catalogue narrative

Jimenez and colleagues: SWE-bench software issue benchmark

Built an evaluation framework from real repository issues and corresponding fixes, testing whether language models can edit code to resolve them.

Scientific scope

Year follows the original 2023 preprint. Benchmark performance is version-, environment- and test-dependent; this record excludes current leaderboard scores and later curated subsets.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

Carlos E. Jimenez; John Yang; Alexander Wettig; Shunyu Yao; Kexin Pei; Ofir Press; Karthik Narasimhan

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

Original sources