As nouns,
multidimensionality is a hyponym of
diverseness; that is, multidimensionality is a
word with a more specific, narrower meaning than
diverseness:
diverseness: noticeable heterogeneity
multidimensionality: The property of having many aspects or facets.
Other hyponyms of diverseness include
biodiversity.