There is a lot of implication in binding a multi-sampler image.
Basically, multi-sampling will run multiple fragments for the same pixel.
AFAIK if the same triangle is rasterized on multiple samples of the same pixel, it will be shaded only once (This is implementation-specific!). This is the advantage of upsampling.
More sample count you have more chance ...