Bungee cords stretch. Either pull them tight enough to eliminate their stretch or risk something falling off when you hit a bump.

I use a pair of webbing straps. They're infinitely adjustable. They cinch tight and hold tight. They're lightweight. They never pop loose and hit you in the face when you're lashing things down.