Gold City Bank
Clyde Mardon uses his weather powers to rob a bank in pilot episode. Roy G. Bivolo robs the bank by making everyone attack each other in episode 1x08 “Flash vs. Arrow”.
CC Mercantile Bank
Ralph and Sue break into the bank posing as Joe and a police officer to access the safe deposit box but Sue betrays him in episode 6x12 “A Girl Named Sue”.