Clicking Clear Metadata clears all metadata for the current view and any metadata entered through other views that have the same base view. For example, if a resource has metadata based on IEEE LOM as well as metadata based on Dublin Core, and you clear metadata through a view based on Dublin Core, the IEEE LOM-based metadata remains.
On the Edit Metadata page, click the Clear Metadata button at the top or bottom of the page.