Yes, the average is over the last N shares -- which is a long time as currently the hash rate is low. Changing the shown hash rate to a fixed interval has been on the TODO list for a long time. But for now, just let the miners run a few hours and you will see that the shown hash rate is correct.

Hope we will find the first block soon