They seem to be avoiding the term "Dark Age" but there is no doubt that there was a huge collapse in the infrastructure of civil society and technology after the Western Empire ended.

Note that there was also an earlier Bronze Age "Dark Age" in Eastern Europe:

http://en.wikipedia.org/wiki/Bronze_Age_collapse