To better understand your performance, your score from a fitness evaluation should be compared to those of similar age and gender. t or f

This statement is TRUE. For comparative purposes you need to be looking at a common background when seeing how fitness scores stack up against a wider population. If you do not do this, you will either end up comparing yourself against an average that is far below or far above where you should be based upon your own personal circumstances.