Okay, I will try without damping and SOSCF. Lets see what happens. @jmisiewicz
However, I succeeded to optimize at DF-OMP2 level for a few systems. The change in geometry was very negligible, although I am yet to analyze all the systems under consideration.
Regarding this question, How expensive/accurate is OMP2?