Robustness Evaluation

Robustness evaluation assesses how well a system or model performs when faced with unexpected or varied conditions, such as noise, errors, or new data. It measures the system's ability to maintain accurate and reliable results despite disruptions or uncertainties. This process is important because real-world environments are unpredictable, and ensuring robustness helps in developing solutions that are dependable and resilient under different scenarios. Essentially, it tests the durability and stability of a system to ensure consistent performance in diverse, real-life situations.