Adding:
vertical-align: bottom;
To your second rule should make it work. Apparently, inline-blocks with no text are rendered as inline-images or something else, and the vertical-align of these elements are incorrect, so forcing them to be aligned to bottom fixes the issue.
Source: inline-block element with no text renders differently