Matt Thornhill cancelled out Rasiak's opener for the home side, but the Hornets won it thanks to Tamas Priskin's goal just before half-time.
Elsewhere at the bottom, Norwich gained a crucial win over Cardiff, but Southampton and Barnsley were pegged back by late goals.
