Yes, you can set this by the opposite way:
select { /* desired background */ }
option:not(:checked) { background: #fff; }
Check it working bellow:
select {
margin: 50px;
width: 300px;
background: #ff0;
color: #000;
}
option:not(:checked) {
background-color: #fff;
}