In a statement, the IOC said its President Thomas Bach had spoken to Ms Peng for 30 minutes.
"[She] was doing fine, which was our main concern," the statement read.
Ms Peng, 35, disappeared from the public eye for almost three weeks after she made sexual assault allegations against a senior Chinese minister.
Her absence triggered widespread concern, with international sports stars and governments calling on China to provide proof that she was safe.