How to Hide Chrome Downloading Toolbar Automatically

You can let it close automatically using a Chrome extension called Always Clear Downloads.

Always Clear Downloads automatically clears your Chrome downloading list every five seconds without harming the downloading file or the progress bar.

Chrome’s internal list simply gets cleaned up for you every five seconds.