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doi: 10 · DOI 10.1145/3663529

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cs.SE 1

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2026 1

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UNVERDICTED 1

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PBT-Bench: Benchmarking AI Agents on Property-Based Testing

cs.SE · 2026-05-13 · unverdicted · novelty 7.0 · 2 refs

PBT-Bench is a new benchmark of 100 property-based testing problems with 365 injected semantic bugs across 40 Python libraries that measures LLMs on deriving invariants and precise input-generation strategies.

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  • PBT-Bench: Benchmarking AI Agents on Property-Based Testing cs.SE · 2026-05-13 · unverdicted · none · ref 2 · 2 links

    PBT-Bench is a new benchmark of 100 property-based testing problems with 365 injected semantic bugs across 40 Python libraries that measures LLMs on deriving invariants and precise input-generation strategies.