PAIChecker detects PR-issue misalignment in SWE-bench-like benchmarks, which the authors find affects 13.6% of SWE-bench Verified instances and shifts 64.1% of leaderboard rankings.
SWE-bench Verified Official Leaderboards
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PAIChecker: Uncovering and Checking PR-Issue Misalignment in SWE-Bench-Like Benchmarks
PAIChecker detects PR-issue misalignment in SWE-bench-like benchmarks, which the authors find affects 13.6% of SWE-bench Verified instances and shifts 64.1% of leaderboard rankings.