If you download the binaries they've been built using Red Hat Enterprise Linux 5, and haven't been tested elsewhere. The tarball of binary files will probably work on some distros, but not all, because they depend on system libraries that may not have the same versions.

A binary build should be no trouble on any modern linux distribution; all code needed to build is included in the source tarball.