Although the town does not seem to be entering the event any more (although check http://horshaminbloom.org.uk/ ) there are good displays in hanging baskets and flower beds close to the town centre.
The display below is close to Fat Face and Boots in the Carfax and is in the flower bed that used to have a tree in it.