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SWE-bench: Can Language Models Resolve Real-world Github Issues?

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cs.SE 1

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2026 1

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UNVERDICTED 1

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Code Generation by Differential Test Time Scaling

cs.SE · 2026-05-19 · unverdicted · novelty 7.0

DiffCodeGen clusters code candidates by behavioral similarity from fuzzing-synthesized inputs and selects the largest cluster's medoid, matching or exceeding prior test-time scaling methods with far less token and time cost.

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  • Code Generation by Differential Test Time Scaling cs.SE · 2026-05-19 · unverdicted · none · ref 77

    DiffCodeGen clusters code candidates by behavioral similarity from fuzzing-synthesized inputs and selects the largest cluster's medoid, matching or exceeding prior test-time scaling methods with far less token and time cost.