If you select "Today" it will only show you today's pictures. If you select "Last Week" it will show you all photos from the past week, including today. That's why it appears to not work. It's just a longer list.
Choose to sort by popular or buzzing and the timeframe will be more useful. Then you can see what's most popular in the last day, week, or month.