Synonyms for Low-set (same or very similar meaning)
WordNet sense 1 (short and thick; as e.g. having short legs and heavy musculature):
chunky, dumpy, squat, stumpy, squatty
WordNet sense 2 (low in stature; not tall):
short
WordNet sense 3 (lower than average):
lowset
WordNet sense 4 (literal meanings; being at or having a relatively small elevation or upward extension):
low
From the ODE community, based on WordNet
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