I consider gaming as a active entertainment (not physical, but self participation) - and it is the key to its experience... so no. I usually find watching someone playing pretty boring. Sometimes they spice things up by adding their own voice, but it's usually hit or miss - and mostly distracting too.
But I do know some people likes to watch. My co-worker, she likes to watch longer, narrative games on Youtube.