it varies a lot for me; i bet that most of the time, sadly enough, i go for caucasian by default if nothing is written - but sometimes a character might be described as having blue eyes and light brown hair or whatever and just because, when the character was introduced, i pictured them as let's say arabian or something, then that idea i had before the character's features were described basically sticks with me.