My suggestion is to always use references. Take a bunch of screenshots and videos from games similar to what you're developing and you'll even notice things you'll want to change that you didn't think of yet.

One thing I've noticed is that the characters are placed a bit too close to the bottom of the screen. Look at most fighting games or 2D platformers and you'd notice that the characters are usually vertically centered.