Will my damage increase if I reach high level floors???

the answer is not really. however, if you are using the plagued set with poison element, your damage kinda increases the higher the floor, only because the enemies don’t die fast and consequently, it increases the number of poisoned enemies you can have at a time.

the damage is dependent on your level,skill/heroic pts used,stat pts used, and the build you use. so no