I recently saw a handful of spam posts on my Facebook timeline when browsing on my laptop and marked them as spam - so they no longer appear on my timeline.

The TouchPad Facebook app however still shows all those spam posts -- Both in the list view and the magazine style view of the news feed.

This is a bug in my opinion.