Some exhibitions gain a lot of museum-like appearance when you create and place extra labels for the artworks.
These labels also count as artworks, so be sure your room has enough placeholders. They also add to the loading process, so keep them low-resolution and small in file size.
To keep these out of the catalogue, click on 'unlisted' for ths artwork in the 2nd tab at the bottom of the form.