Contrast average with "Exceptional. Special. Distinguished. Excellent. etc."
The nature of these words show a clear bias that being non-average IS inherently good, at least when you are talking about quality. Music is clearly a qualitative arena, and therefore, average means, "not exceptional," "not special," "not distinguished" and "not excellent"
Ergo, my point is, the parent to this discussion is correct, "average" music can never be exceptional as the difference between average and exceptional is what defines those very words.
I am simply trying to use the word mediocre to make more obvious what average means when it comes to quality.
To be fair, there is a non-average that is below normal as well, with related words: Poor, sub-standard, deficient, defective, inferior, etc. So, being worse than average is even worse than being average. Again, in terms of quality.
Of course, average in another arena, such as average height, for example, is neither bad nor good. But height is not a measure of quality.