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Preprint Aug 2026

Behavior-Skill: A Fine-Grained Benchmark for Evaluating Vision-Language-Action Policies in Long-Horizon Tasks

Behavior-Skill is presented, a benchmark that reformulates the learning and evaluation of long-horizon tasks around executable constituent skills and introduces trajectory-level and skill-level metrics to characterize policy capability beyond aggregate task success.

Chun-Yun Ma, Lun Luo, Xing-Jian Luo et al. · 0 citations

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