Water spots wiped right off for me. It sounds like the layer of paint right before your last one wasn't dry enough. If your doing a test piece try using a lamp when your drying the paint. If your doing a bigger piece try letting it dry longer between coats and make sure it hard before you paint the next coat. You might want to try wet sanding some of the layers off with 600 grit and start over.