Battery on Note 3 drains too fast

I own a Samsung Galaxy Note 3. My battery seems to be acting up on me. Just 15 minutes after it's 100% charged, it will drop down to 80% even when I am not using it. I do not have a spare battery to make a comparison. Is this normal?
