Author

Ning Yan

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Preprint Aug 2026

GAUGE: A Measurement-Grounded Benchmark for Physical Fidelity in Simulation Engines and Video World Models

GAUGE, a real-world-grounded diagnostic benchmark for jointly evaluating how numerical simulators and generative video world models reproduce or deviate from real-world physics, is introduced and no uniformly faithful physics engine is revealed.

Shuai Wang, Yaxin Feng, Xuekun Jiang et al. · 1 citation