Discover the critical need for measurable performance in intelligent systems with ‘Performance Evaluation and Benchmarking of Intelligent Systems.’ This essential book addresses the lack of standardized methodologies for evaluating emerging robotic and intelligent technologies. Explore how scientific approaches to benchmarking are vital for designing capable, dependable, and affordable systems across manufacturing, healthcare, security, and more. Understand the challenges posed by the absence of objective evaluation procedures and reproducible test methods. This volume provides crucial insights, standardized tools, reference data sets, and open-source libraries to empower researchers and consumers in assessing the true value and benefits of intelligent systems and their related technologies. A must-read for anyone in the field.