Continuity mistake: At the Washington Monument, while the officer is helping the kids to come out of the elevator, she disappears when Flash exits.
Continuity mistake: When Peter gets to his home, he is crawling on the roof and shots some web on the side of the door to close it, in later shots the web disappears.
Continuity mistake: At the beginning while Michael Keaton is working with the debris, an extra is going towards him but in the next shot has disappeared.
Continuity mistake: Before Peter leaves the grocery store he gets a plastic bag for the candies, in his left hand. It then switches to his right between shots, and then when he is outside the bag disappears entirely.
Continuity mistake: While Liz and the others are having fun in the pool, one of them in the background disappears between shots.