In as far as I can see the picture you posted clearly shows that the background "black" of VLC, KMPlayer and BS.Player
(assuming it's BS.Player's window at top-left) is totally the same. Only Windows Media Player
(assuming it's WMP at bottom-right) seems more black.
(I don't know about the other players you mentioned as they don't appear in your picture.)