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benchmark-analysis compositional-reasoning model-selection ibm-research scaffolded-tasks

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Models & Research

STaD Exposes What HumanEval Hides: Compositional Skill Gaps in LLMs That Aggregate Benchmarks Miss

IBM Research's STaD shows models with identical benchmark scores can fail on different subskills, making leaderboard rank a poor proxy for compositional code generation.
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