I got rid of my PMI.
No need to refinance.
I had to higher an appraiser (approved by the lender) to come out and
re-appraise the house. After seeing that my house went up in value,
they dropped the PMI.
Even though I had to pay for the appraisal ($250), it was well worth
it.