All batteries experience a degree of 'self consumption', where their charge state goes down even if they're not in use. It's not a big problem with lithium-ion batteries, which lose only 1-3% of their charge each month. If you're storing Li-ion batteries, manufacturers generally recommend keeping them with a 40-60% state of charge, and draining and charging them once every three months or so.