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    Coding agents failed most research-extension tasks in RExBench tests

    RExBench’s researchers report that the best of 12 agents achieved around a 33% success rate.

    1 Source, 2h ago, first seen 2h ago

    TLDR

    RExBench’s authors say its tasks extend 12 research papers and codebases, with domain expert-written instructions and automated checks for success. They tested 12 LLM agents built with aider and OpenHands; all failed most extensions autonomously. The best reached around a 33% success rate. With additional human-written hints, the best performance remained below 44%.

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    Najoung Kim 🫠@najoungkimhttps://aclanthology.org/2026.acl-long.745/2h
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    Najoung Kim 🫠@najoungkimhttps://aclanthology.org/2026.acl-long.745/2h
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