Just tried to read a 64GB SDXC memory card from a camera and failed. Couldn’t read the exfat file system. However, a quick search revealed that you only need to install some additional packages to get that working. On Debian-based systems:
sudo apt-get install exfat-fuse exfat-utils
After that, it worked without a hitch!