The 45-year-old Aussie actor was joined on the festive Halloween outing by pet pooch Dali.
Later in the day, Hugh donned a different outfit while riding scooters with his wife Deborra-Lee Furness and Ava, 8.
Earlier in the week, Hugh and Deborra were all dressed up while attending the 2013 Angel Ball.
“As excited as [the fans] are, I can tell you it’ll exceed those expectations. I feel it’s that good. I’m very, very excited about it,” Hugh shared to E! about his upcoming film X-Men: Days of Future Past at the ball.
FYI: Hugh is wearing an AG t-shirt and jeans with his mask.