PHP inside a code tag is not treated as PHP

I often post PHP code with php tags inside <code> tags thinking it is necessary. This case is not handled though so the PHP is not color coded.

<code>
<?php
// php block
?>
</code>

The text above should, ideally, be treated as PHP even though it inside the code tags.