OmniStepBench: Deployment-Aware Agent Evaluation across Modalities and Task Complexity.

arXiv:2609.06059v2 Announce Type: replace Abstract: As large language models evolve from question-answering systems into general-purpose agents, evaluation must move beyond static answer correctness to assess multimodal perception, multi-step execution, tool u