You cannot enter an explicit date when using “IS”. It is only available when using “is greater than”, “is less than”, etc.
Please make some noise if you want more granular date options: Dates for Smart Groups and Searching
I can’t promise a change (or an quick one), but if you really see the need for this kind of thing, we need to know it’s something more than two five people want. 