These tools and metrics are designed to help AI actors develop and use trustworthy AI systems and applications that respect human rights and are fair, transparent, explainable, robust, secure and safe.
Normalized Mean Error (NME)
NME connects to Robustness by providing a quantitative measure of model accuracy, which is a component of reliable system performance. Consistently low NME values suggest the system is performing as expected in its intended domain, contributing to robustness. However, NME does not directly measure resilience to adversarial conditions or failures, so its support for this objective is limited.Normalized Mean Error (NME) is one of the most popular evaluation metrics in facial landmark detection benchmark.
About the metric
You can click on the links to see the associated metrics
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