Preprint
Jul 2026
ClawTrack: Towards Trace-Level Evaluation and Improvement of Real-World Autonomous Agents
ClawTrack is presented, a dual-assessment benchmark that simultaneously measures what an agent achieves (Task Score) and how it achieves it (Process Score) and finds that process scores effectively attribute success and failure to specific reasoning dimensions, filtering lucky passes invisible to outcome-only evaluation.
Xingjian Wu, Xuhan Zhu, Xingchen Liu et al.
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