It is possible to toggle the calendar to only show matches that are currently ongoing.
It is very easy to do - in the Calendar, you have filter options and one of these is "Live", along with a number indicator for how many live matches are ongoing right now.
Click this filter to show only live matches in the calendar view for that day.