However, the wrong choice of color can ruin the beauty of the entire space. Depending upon the wall paint colors, you can consider painting wood paneling with light shades like beige, off-white, pale yellow, or neutral shades. You can also choose to keep it unfinished and let the natural finish of wood grace the area.