Author

Chongfu Chen

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Preprint Jul 2026

OmniaBench: Benchmarking General AI Agents Across Diverse Scenarios

OmniaBench provides a broad and diagnostic benchmark for characterizing the capability boundaries of general agents across diverse scenarios with explicit state spaces, and introduces a ten-dimensional capability taxonomy and eight compositional atomic difficulty factors to support fine-grained evaluation and analysis.

Chengyu Shen, Yujie Fu, Gangtao Xin et al. · 0 citations