You should optimize the image size accordingly , there is no definitive resizing rules for images but it depends upon how you are using those.
Please check this out :
http://tv.adobe.com/watch/learn-adobe-muse-cc/optimizing-graphics-assets-in-muse/
Thanks,
Sanjit