Import the following HTML in RTB and you will see that none of the style attributes are applied.

"<SPAN style=\"FONT-FAMILY: Arial; FONT-SIZE: 11pt; COLOR: RED \">Some text.</SPAN>"

Resolution: 
This issue is addressed in the new version of the control - RadRichTextEditor. Please use the new control instead the RadRichTextBox.