How long they could survive would depend on the temperature, the species of frog, age of the frog, available food (insects will make it pretty much everywhere), etc. They could live in there indefinitely if enough food and water keeps coming in.

In Ohio, you do have a few types of tree and chorus frogs that would have been able to climb out of the pot.