Both methods were trained and tested on data from the Ziff-Davis corpus (Knight and Marcu, 2002), and they achieved very similar grammaticality and meaning preservation scores, with no statistically significant difference.
their compression rates (counted in words) were very different: 70.37% for the noisy-channel method and 57.19% for the C4.5-based one.