Current version in unstable repository has a working 'swipe to turn page' for me (it is sometimes to hard get it right, but it works).
I've tried the latest stable version on your link and:
1) I lost the 'fullscreen' button
2) I haven't managed to get the 'swipe to turn page' working
3) Using the volume button to turn page also doesn't work anymore
4) TOC seems to work though