It is freakishly accurate. It's not perfect, but it's extremely good. Good enough to be used frequently, I'd say, although this review is based on only 15 minutes of experimentation.
CNET
Full Version: Google 'Voice Search' hands-on verdict: Awesome
A nice informative article-thanks. 
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