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This section presents the evaluation method that can assess NRR in a model-based fashion. More broadly, it explains the use of the approach for evaluation of appearance models, which in turn make ground-truth-free NRR assessment possible. The section also explores a variety of different analytical methods for estimating the quality of a given model. Ultimately, the aim is to use the most robust and most principled way rather than embrace ad-hoc solutions.