Is it really that much worse than HTML, JS, and CSS? The DOM is generally a mess and CSS isn't easy to use.

Of course JFX is probably a better option now days but for a small GUI if you avoid layout managers like GridBagLayout (built to work with a WYSIWYG) and you are on the JVM seems like an easy option to me