The rule of thumb is:
More than 80% - very bad
70 - 80% - poor
50 - 70% - average
30 - 50% - excellent
Below 20% - tracking error (there's no perfect website)
However, bounce rate figures vary across different niches as illustrated below:
What's your page bounce rate? Are you hovering around the industry average?