Description: Sensor performance evaluation refers to the systematic process of measuring and analyzing how effectively a sensor fulfills its intended functions. This process involves collecting data on the sensor’s accuracy, sensitivity, specificity, and stability under various operating conditions. Evaluation is crucial to ensure that sensors provide reliable and accurate information, which is fundamental in critical applications such as medicine, automotive, and industry. Sensors must be capable of detecting and measuring physical or chemical variables, such as temperature, pressure, light, or gases, and their performance can be affected by environmental factors, wear, or interference. Therefore, performance evaluation focuses not only on the sensor’s ability to detect a phenomenon but also on its robustness and reliability over time. This process may include laboratory testing, simulations, and field analysis, and is essential for the development of new sensors and the improvement of existing ones. In an increasingly interconnected and technology-dependent world, sensor performance evaluation has become a key component in ensuring the quality and safety of systems that rely on these devices.