Use internet explorer, go to your temporary internet files(I don't remember the exact filepath, google for it since it's a hidden folder that doesn't show up when you have hidden folders shown) and empty it. Then go to the site, watch the video, there should be a .swf file in the temp internet folder. That's your video.
Convert it to a normal format and you're done.