Found a very similar problem in this reddit thread:
https://www.reddit.com/r/EtherMining/comments/7f50ax/only_getting_22mhs_on_gtx_1070_what_is_going_wrong/
In this case the problem was solved by changing the bios, but this didn't work for me...
Any other suggestion?