Put the following code into custom css of the theme options and change to your needs.
#menu-item-3798:hover {
background: #0000ff !important;
}
#menu-item-3800:hover {
background: #ff0000 !important;
}
Again, for this you will have to use the chrome developer tools to see what is the menu item id for your menu items and change the code accordingly.