This section outlines experiments which demonstrate the validity of our registration assessment method. The principal idea is that by creating sets of data where a monotonic degradation exists, algorithms can be put to the test by detecting that degradation. The degree to which an algorithm is able to detect change is another matter, which is further explored in Section VI.