Geneva has plenty of cultural offerings that 99% of the forumers here are not privy to.
A blues lover would probably love to go to Memphis and a opera or high art lover would rather opt for Geneva. A true city lover would be excited to visit either city.
And yes Leeds has plenty of fun and a thriving music scene. It's also twice the size of Memphis so maybe Pittsburgh would be a better comparison.
http://en.wikipedia.org/wiki/Music_in_Leeds