This is the more interesting finding to me and conflicts with my personal experience. Maybe I just haven't been diagnosed for ADHD yet? However if it is true then this raises an interesting problem. Exercise is no longer a universal booster - you have to be damn sure that you're deep in ADHD, because if you're 40% ADHD and 60% normal, then exercise actually does more harm than good, according to the results of this study.
In general, this study seems very limited in scope and participant count. A worthwhile study for sure, but I think it warrants additional research above anything else, and nothing conclusive should be taken from it.