It does, but the main speedup comes from using WebGL instead of Canvas2D. Sadly, Canvas2D is still as slow as it ever was and I really wonder why.
Years back I wrote a standalone Canvas2D implementation[1] that outperforms browsers by a lot. Sure, it's missing some features (e.g. text shadows), but I can't think of any reason for browser implementations needing to be _that_ slow.