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cs.SE 1

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2026 1

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ProgramBench: Can Language Models Rebuild Programs From Scratch?

cs.SE · 2026-05-05 · unverdicted · novelty 7.0

ProgramBench introduces 200 tasks where models must reconstruct full programs like FFmpeg or SQLite from docs alone; none of 9 evaluated LMs fully solve any task and the best passes 95% tests on only 3% of tasks while favoring monolithic code.

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  • ProgramBench: Can Language Models Rebuild Programs From Scratch? cs.SE · 2026-05-05 · unverdicted · none · ref 20

    ProgramBench introduces 200 tasks where models must reconstruct full programs like FFmpeg or SQLite from docs alone; none of 9 evaluated LMs fully solve any task and the best passes 95% tests on only 3% of tasks while favoring monolithic code.