There is: the TPC family[1] and their opensource dopplegangers, the OSDL-DBT family[1].
I don't think they've been applied to non-relational databases as yet.
[1] http://www.tpc.org/information/benchmarks.asp [2] http://sourceforge.net/apps/mediawiki/osdldbt/index.php?titl...