Model-Free Assessment of Simulator Fidelity via Quantile Curves

Garud Iyengar, Yu-Shiou Willy Lin, Kaizheng Wang

As generative AI models are increasingly used to simulate real-world systems, quantifying the ``sim-to-real'' gap is critical. For each input setting of interest -- which we call a…