You can't close the On-Screen Keyboard with the Escape Key after clicking off the text input.
  1. Open the On-Screen keyboard via Search, Chatbox, or World UI InputField.
  2. Click off of the keyboard input via clicking the Title, Copy Button, or Blank Space shown in video.
  3. Notice that the Escape Key does not close the keyboard.