Item mall inventory stores all the items you purchased from item mall.

Item mall inventory can be accessed by all characters, in any server on a given account.

Event inventory stores all the items you receive after winning an event. Although there are cases where rewards are dropped on IM inventory. Most of the time it's deposited here.

Event inventory is character exclusive. Meaning each character you create or have has a different event inventory.