There needs to be a gdk-pixbuf loader for eog to submit an image format. (This applies to other GNOME-ish apps or to allowing an image to be used as the GNOME background.)
This isn't something that eog is going to implement directly. jxrlib may need to provide this loader itself similar to what jpeg-xl does. Thank you, Jeremy Bícha