Try some APC diluted at 10:1 and gently rubbing with a soft cloth. Or try soaking a MF cloth in warm water, then spraying the seat with the APC, and wiping with the MF. Just make sure you condition after. As for the paint on the sofa, what type is it gloss, emulsion.