Your cloth plane may be hi-res, but what about the cylinder you're draping over.
There has to be a reasonable number of polygons in what the cloth is meant to collide with.

Try the simulation without any draping frames to see if that helps.
You may also want to try some of the additional collision options (don't use draping frames if you use any).