It's not as hard to leave as you think. Just stop using it for a week. Once you look at it with fresh eyes you'll realize it for the cesspool that it is.
There would have to be a mass exodus of entire subs for this to change. Which probably won't happen until the situation becomes untenable. I don't believe reddit's leadership, despite the harebrained ideas they have shown so far, would Digg themselves into such a hole.
*edit - I should say, without the filter of downvotes, since twitter has likes which is the equivalent of upvotes.
Reddit is the primary forum for obscure topics that don’t have large enough followings to support other communities, or have a demographic that overlaps enough with reddit that everyone just uses reddit.