A few reasons:
1. Looks/style.
2. Make it easier to heel & toe.
3. The arc in which a floor-hinged pedal moves is more similar to the way in which your foot flexes, compared to a 'normal' pedal which is hinged from above.
If you look as the pedal boxes in racing cars, all three pedals are floor-hinged.