Season likely plays a factor too. There are many plants that more or less look identical (to the untrained eye) until they either bloom or grow large enough.
>>nkrisc+(OP)
true. it is also pretty bad at IDing things that are half-formed, eg a bud that hasn't bloomed yet, presumably because most photos in the dataset are of the blooming version.