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Paper · arXiv

An Executable Benchmarking Suite for Tool-Using Agents

Closed-loop tool-using agents are increasingly evaluated in executable web, code, and micro-task environments, but benchmark reports often conflate workloads, action-generating drivers, and the evidence admitted for systems-facing claims. We present an executable benchmarking suite that makes these objects explicit under a shared evidence-admission contract. The suite connects WebArena Verified, a SWE-Gym slice with SWE-bench-compatible verification, and MiniWoB++ through common workload adapters, task manifests, event schemas, replay/freeze policy, declared drivers, and reporting pipelines. In the canonical release, the gate separates paper-facing evidence from preflight, fixture, smoke,...

AuthorsZhiqing Zhong, Zhijing Ye, Jiamin Wang et al.
Primary categorycs.SE
Published10 May 2026
Last updated at source30 June 2026
cs.SEcs.AIcs.MA
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