On mobile devices (iPhone 7, iPhone X, Chrome, Safari) the theme picker doesn't automatically close.
And then if you insist in clicking it it even renders weird like in this picture.

Notice how I selected the upper left theme but theme remains the same.

Only after a full page refresh I am able to change the theme again, but after the first tap is doesn't respond anymore.