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OpenClawBench: Benchmarking Process-side Anomalies in Real-world Agent Execution Trajectories

OpenClawBench benchmarks process-side agent anomalies via 31,264 annotated trajectories, revealing 2,904 process failures among 31,135 oracle-passing executions.

Yibing Liu, Yangze Liu, Xiao-Long Yin, Bin Wang and 3 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 14 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 2/5