The reputation comes from the US military being stationed in the UK during the height of WW2 rationing when there was an extremely limited list of ingredients to cook with. They were unable to associate a country under an attempted siege from U-boats with a reduced supply of food.
We do have a love of beige food at times, but it’s essentially our version of chicken tendies.