Criteria to show today

Criteria to show today

I have a view which I would like to show only entries that were made that day. 

Added_time = today

This results in nothing showing, even though there are entries that I have made.

If I put:

Added_Time in this week 

it will show what was entered. But I don't want to see anything other then just what was done today....