The leaderboard will now remember it's state even when you close the game, so when you play again it will be right where you left it!
It will remember whether it was Open/Closed, what tab it was on Channels/Community, and what timeframe was selected All-time/This Month/Last Month.
Update 1.12 - Saving leaderboard state
Source: Steam Community (opens in a new tab)