Hi,
The eyecatch is the short little animation right 
before they go to commercials and right before 
they return to the anime after commercials. For 
Escaflowne for example it is the part where 
Hitomi is only the outline on black background. 
Wish I had a handy image to show you.

Cheers, 
Leigh