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Paper · arXiv

ERPBench: A State-Grounded Evaluation Paradigm for Computer-Use Agents in Enterprise Software

Computer-use agents that operate through screenshots and simulated actions are advancing rapidly, yet their evaluation remains anchored to general desktop and web tasks. Enterprise Resource Planning systems run the finance, procurement, inventory, and customer operations of organizations worldwide, and pose distinct challenges for computer-use agents: dense interfaces, coordinated multi-step interactions, and errors that alter persistent business records rather than surfacing on screen. Existing enterprise computer-use benchmarks rely on proprietary platforms or on simulated approximations of such software. We introduce ERPBench, a benchmark that evaluates screenshot-only agents on a live...

AuthorsKratika Bhagtani, Kusha Sridhar, Maziyar Baran Pouyan et al.
Primary categorycs.AI
Published15 September 2026
Last updated at source23 September 2026
cs.AIcs.CVcs.MA
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