Eclipse Oxygen includes improvements to the generic editor, editors, views, preferences, Java development tools, debugging tools, and plug-in development environment. It also features better support for high DPI displays and dark themes. Key updates include a new generic editor, image file support in editors, quick access search improvements, simplified views filters, launch group functionality for debugging, and category editor support for nested plug-in categories.