The Procyon AI Computer Vision Benchmark is a specialized benchmarking tool developed by UL Solutions, designed to assist users in assessing the performance of various AI inference engines on Windows PCs or Apple Macs. This tool conducts a series of tests based on common machine vision tasks using multiple advanced neural network models, providing engineering teams with independent and standardized evaluation methods to understand the implementation quality of AI inference engines and the performance of dedicated hardware. The product supports several mainstream AI inference engines, including NVIDIA® TensorRT™ and Intel® OpenVINO™, and allows comparison of the performance of floating-point and integer-optimized models. Key features include ease of installation and operation, no complex configuration required, and the ability to export detailed result files. The product is targeted at professional users, such as hardware manufacturers, software developers, and researchers, to facilitate their R&D and optimization efforts in the AI field.