Galeon is a GNOME Web browser based on Gecko (the mozilla layout engine). It's fast, it has a light interface, and it is fully standards-compliant. You can download it but first take a look at some screenshots and read additional documentation (installation...). Galeon requires Gnome and Mozilla.
(Did we mention that it's fast?)