Will getting a larger diameter wheel without lowering help with fender-tire gap?

[ammophobia]

As we know, the Yaris has an unbalanced look on the gap between the fender and the tire. This usually can be fixed by lowering the car. But due to awful road condition here, I don't think lowering my car is the best solution while I still want a better, balanced appearance. So if I change the wheel into, say, a 17" one, without lowering the car, will the gap look better? Does anybody have pics of a larger wheel, non-lowered Yaris?

Thanks