I taught for 7+ years in elementary, and I've only seen one 3 year old who can read (actually, she may have been 4) Reading words with picture clues and reciting books they've memorized, sure. But to actually read a word all by itself, that would be VERY advanced for that age
Don't rush, sounds like you are doing a great job and reading will be here before you know it!