A comprehensive framework for measuring the performance of artificial intelligence models is crucial for engineers to analyze different approaches. This suite should comprise a diverse set of challenges that mirror real-world use cases. By normalizing the assessment process, a comprehensive benchmark framework can promote reproducibility in the dom