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SWE-bench Verified

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SWE-bench Verified is the 500-issue subset of SWE-bench that human annotators confirmed to be solvable and correctly specified. Each task is a real GitHub issue in a Python repository.

swe-bench-verified

Overview onlyNot imported on this site

Official source

Overview only: problem text has not been published on this site; the catalogue records the benchmark introduction, category and official source.

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Reference links

Issues

Dataset discussions

Dataset

Source dataset

At a glance

Size: Not imported here; see the official distribution for the current size.
Released: Dataset published on Hugging Face 2024-08
Maintainer: princeton-nlp (source organisation)
Answer access: The dataset declares no licence, and a run needs the repository checkout and test harness rather than the issue text alone. The catalogue links to the official distribution.

What a problem looks like

A real GitHub issue with the repository, base commit and the tests that must go from failing to passing.

How it is scored

The dataset declares no licence, and a run needs the repository checkout and test harness rather than the issue text alone. The catalogue links to the official distribution.

Why it is hard

A patch must make specific tests pass without breaking others, inside a real codebase the model has not seen.

Discussion

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Discussion

Public problem summary

Catalogue metadata only; public problem statistics are not available.

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