Decided to go on a Thursday (entrance fee was "pay whatever you can"). I thought the museum would be a lot bigger but it was indeed quite small. However, it was pretty entertaining to see different types of shoes from other countries and civilizations!
All in all, not sure if I will be back as once you've seen this once, that's more than enough. However, this would be a good place to bring a date or some friends for the first time.