Thanks Roger. Your advice on "Keep Aspect Ratio" setting does the trick. Previously, it was set to letter box and I could never get the display ratio correctly. But when changed to do not keep, MX Player can now display it correctly although other players still cannot.
User error... Sorry.

Here are samples.
By the way, when to use letter box and do not keep in the aspect ratio setting?